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26 Commits

Author SHA1 Message Date
8f9b8d6f5d radar: pass 8 — fleet +4 app-domain loops (commerce/content/events/identity), all pre-Phase-2; commerce per-line audit is a breakdown not a log
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 23:52:06 +00:00
4ee15a7ddd radar: pass 7 — A1 conformance driver 4→6 adopters (acl+mod, first app-domain); host-persist blob blocker closed
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 23:19:49 +00:00
3480100caa radar: pass 6 — mod loop corroborates W4/W5; record home disagreements (guest vs persist/substrate); host-persist loop makes migration concrete
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 22:48:42 +00:00
0bd0003550 radar: pass 5 — api.sx x6 rejected (shared name, divergent state contract); filename census, no new gate-clearer
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 22:16:11 +00:00
d9f18a635e radar: pass 4 — append-only audit log (acl+mod) sharpens W4 → persist/log; proof-explain → new W5 (substrate)
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 21:44:34 +00:00
3aac6aae98 radar: pass 3 — offset/limit pagination (feed+search, 2 consumers, 1-liner) folded into W3 → substrate
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 21:12:09 +00:00
0d06966808 radar: W1 federation fails structural-identity gate — 4 consumers share a theme not a shape (evidence table)
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 20:40:01 +00:00
98ef13ad2a radar: W2 has 2 structural consumers w/ divergent permit sigs; W1 fed count met (4) but identity unverified
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 20:38:55 +00:00
20c4a48d3b radar: A1 conformance driver — datalog adopted (4 shims); lua excluded (different harness)
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 20:37:32 +00:00
b3e1af96af radar: abstraction-radar scout briefing + seeded backlog (dynamic discovery, AHA-gated, read-only)
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 20:35:29 +00:00
919bd961d1 apl: migrate conformance onto shared lib/guest driver (counters mode)
Replaces the bespoke 116-line conformance.sh with a conformance.conf + 1-line
exec shim, reusing lib/guest/conformance.sh. Surfaced + fixed a silent undercount:
the old awk extractor reported pipeline=40, but pipeline.sx has 152 assertions —
real total is 562/562, not 450/450. Driver reads counter globals directly.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 19:17:28 +00:00
1902cce57f plans: rename store-on-sx → persist-on-sx; clarify it's persistence not shop, and scope (log+kv facets, blobs delegated, cache excluded)
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 18:20:14 +00:00
ff537bfba2 plans: six subsystem outline plans for the SX rewrite (store, commerce, identity, content, events, host)
Gap analysis from the five-subsystem set (acl/feed/flow/mod/search):
- store-on-sx: event-sourcing foundation the others fake with in-memory lists (build first)
- commerce-on-sx: catalog/cart/pricing/orders on miniKanren (+ store + flow)
- identity-on-sx: OAuth2/sessions/membership on Erlang (the core acl assumes)
- content-on-sx: documents/blocks/CRDT on Smalltalk
- events-on-sx: calendar/ticketing on Datalog + flow-driven delivery
- host-on-sx: the web boundary — off Quart onto native server+SXTP now, dream-on-sx next

All DRAFT outlines; substrate choices proposed, not final.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 17:39:29 +00:00
1e4cf25015 Merge loops/feed into architecture: feed-on-sx activity feed engine on APL
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Activity feeds as APL array math on lib/apl/ — timelines, fanout, ranking,
visibility, federation. Roadmap (4 phases) + 8 extensions, 189/189 tests.

- Phase 1: stream model (normalize, filter/sort/take/reverse)
- Phase 2: fanout via outer product (∘.×), edge-guard, dedupe
- Phase 3: aggregation + ranking (recency/velocity/engagement, top-N)
- Phase 4: per-viewer ACL + federation (injected permit?/transport)
- Extensions: TF-IDF, notifications, home capstone, smart-dedupe,
  trending, mute, pagination, threading

Purely additive under lib/feed/**; no conflicts.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 17:23:42 +00:00
9c4a5d1913 feed: conversation threading — :reply-to transitive closure (thread/replies/thread-size) + 12 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 17:00:10 +00:00
f91ac82434 feed: pagination — offset/limit + cursor-by-at (before/after/page-before/next-cursor) + 14 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:58:36 +00:00
5136249ae5 feed: viewer mute/block — mute actors/tags/objects + apply-prefs bag + 9 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:57:05 +00:00
6fc61147a8 feed: trending objects/actors by recent activity window, deterministic tiebreak + 11 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:55:55 +00:00
0122c41ecb feed: verb-aware smart dedupe — reactions collapse cross-actor, posts stay per-actor + 9 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:54:21 +00:00
58656b03e4 feed: feed/home capstone — fanout∘inbox∘dedupe∘ACL∘rank∘take as one line + 6 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:53:15 +00:00
b0feb7b01b feed: notification feed — per-recipient inbox, verb filter, (verb,object) digest + 8 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:51:53 +00:00
a979297959 feed: TF-IDF content ranking over :tags — tag-df/idf, tfidf-score, by-relevance + 15 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:50:36 +00:00
37226cf6eb feed: Phase 4 visibility + federation — per-viewer ACL, fanout partition, inbound/backfill/ingest, e2e feed/timeline + 22 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:48:27 +00:00
50a7f31a39 feed: Phase 3 aggregation + ranking — group-by, recency/velocity/engagement scorers, composite, top-N via stable grade-down + 24 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:44:04 +00:00
915f51b2b6 feed: Phase 2 fanout via outer product — activities ∘.× audience, flatten, edge-guard, dedupe + 29 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:40:34 +00:00
e7501bdf8f feed: Phase 1 stream model — normalize, APL-backed filter/sort/take/reverse, post/all api + 30 tests
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Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-06 16:31:36 +00:00
45 changed files with 3338 additions and 150 deletions

63
lib/apl/conformance.conf Normal file
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@@ -0,0 +1,63 @@
# APL conformance config — sourced by lib/guest/conformance.sh.
LANG_NAME=apl
MODE=counters
COUNTERS_PASS=apl-test-pass
COUNTERS_FAIL=apl-test-fail
TIMEOUT_PER_SUITE=300
PRELOADS=(
spec/stdlib.sx
lib/r7rs.sx
lib/apl/runtime.sx
lib/apl/tokenizer.sx
lib/apl/parser.sx
lib/apl/transpile.sx
lib/apl/test-harness.sx
)
SUITES=(
"structural:lib/apl/tests/structural.sx"
"operators:lib/apl/tests/operators.sx"
"dfn:lib/apl/tests/dfn.sx"
"tradfn:lib/apl/tests/tradfn.sx"
"valence:lib/apl/tests/valence.sx"
"programs:lib/apl/tests/programs.sx"
"system:lib/apl/tests/system.sx"
"idioms:lib/apl/tests/idioms.sx"
"eval-ops:lib/apl/tests/eval-ops.sx"
"pipeline:lib/apl/tests/pipeline.sx"
)
emit_scoreboard_json() {
local n=${#GC_NAMES[@]} i sep
printf '{\n'
printf ' "suites": {\n'
for ((i=0; i<n; i++)); do
sep=","; [ $i -eq $((n-1)) ] && sep=""
printf ' "%s": {"pass": %d, "fail": %d}%s\n' \
"${GC_NAMES[$i]}" "${GC_PASS[$i]}" "${GC_FAIL[$i]}" "$sep"
done
printf ' },\n'
printf ' "total_pass": %d,\n' "$GC_TOTAL_PASS"
printf ' "total_fail": %d,\n' "$GC_TOTAL_FAIL"
printf ' "total": %d\n' "$GC_TOTAL"
printf '}\n'
}
emit_scoreboard_md() {
local n=${#GC_NAMES[@]} i
printf '# APL Conformance Scoreboard\n\n'
printf '_Generated by `lib/apl/conformance.sh`_\n\n'
printf '| Suite | Pass | Fail | Total |\n'
printf '|-------|-----:|-----:|------:|\n'
for ((i=0; i<n; i++)); do
printf '| %s | %d | %d | %d |\n' \
"${GC_NAMES[$i]}" "${GC_PASS[$i]}" "${GC_FAIL[$i]}" "${GC_TOTAL_S[$i]}"
done
printf '| **Total** | **%d** | **%d** | **%d** |\n' "$GC_TOTAL_PASS" "$GC_TOTAL_FAIL" "$GC_TOTAL"
printf '\n'
printf '## Notes\n\n'
printf '%s\n' '- Suites use the standard `apl-test name got expected` framework loaded against `lib/apl/runtime.sx` + `lib/apl/transpile.sx`.'
printf '%s\n' '- `lib/apl/tests/parse.sx` and `lib/apl/tests/scalar.sx` use their own self-contained frameworks and are excluded from this scoreboard.'
}

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@@ -1,116 +1,5 @@
#!/usr/bin/env bash
# lib/apl/conformance.sh — run APL test suites, emit scoreboard.json + scoreboard.md.
set -uo pipefail
cd "$(git rev-parse --show-toplevel)"
SX_SERVER="${SX_SERVER:-/root/rose-ash/hosts/ocaml/_build/default/bin/sx_server.exe}"
if [ ! -x "$SX_SERVER" ]; then
SX_SERVER="hosts/ocaml/_build/default/bin/sx_server.exe"
fi
if [ ! -x "$SX_SERVER" ]; then
echo "ERROR: sx_server.exe not found." >&2
exit 1
fi
SUITES=(structural operators dfn tradfn valence programs system idioms eval-ops pipeline)
OUT_JSON="lib/apl/scoreboard.json"
OUT_MD="lib/apl/scoreboard.md"
run_suite() {
local suite=$1
local file="lib/apl/tests/${suite}.sx"
local TMP
TMP=$(mktemp)
cat > "$TMP" << EPOCHS
(epoch 1)
(load "spec/stdlib.sx")
(load "lib/r7rs.sx")
(load "lib/apl/runtime.sx")
(load "lib/apl/tokenizer.sx")
(load "lib/apl/parser.sx")
(load "lib/apl/transpile.sx")
(epoch 2)
(eval "(define apl-test-pass 0)")
(eval "(define apl-test-fail 0)")
(eval "(define apl-test (fn (name got expected) (if (= got expected) (set! apl-test-pass (+ apl-test-pass 1)) (set! apl-test-fail (+ apl-test-fail 1)))))")
(epoch 3)
(load "${file}")
(epoch 4)
(eval "(list apl-test-pass apl-test-fail)")
EPOCHS
local OUTPUT
OUTPUT=$(timeout 300 "$SX_SERVER" < "$TMP" 2>/dev/null)
rm -f "$TMP"
local LINE
LINE=$(echo "$OUTPUT" | awk '/^\(ok-len 4 / {getline; print; exit}')
if [ -z "$LINE" ]; then
LINE=$(echo "$OUTPUT" | grep -E '^\(ok 4 \([0-9]+ [0-9]+\)\)' | tail -1 \
| sed -E 's/^\(ok 4 //; s/\)$//')
fi
local P F
P=$(echo "$LINE" | sed -E 's/^\(([0-9]+) ([0-9]+)\).*/\1/')
F=$(echo "$LINE" | sed -E 's/^\(([0-9]+) ([0-9]+)\).*/\2/')
P=${P:-0}
F=${F:-0}
echo "${P} ${F}"
}
declare -A SUITE_PASS
declare -A SUITE_FAIL
TOTAL_PASS=0
TOTAL_FAIL=0
echo "Running APL conformance suite..." >&2
for s in "${SUITES[@]}"; do
read -r p f < <(run_suite "$s")
SUITE_PASS[$s]=$p
SUITE_FAIL[$s]=$f
TOTAL_PASS=$((TOTAL_PASS + p))
TOTAL_FAIL=$((TOTAL_FAIL + f))
printf " %-12s %d/%d\n" "$s" "$p" "$((p+f))" >&2
done
# scoreboard.json
{
printf '{\n'
printf ' "suites": {\n'
first=1
for s in "${SUITES[@]}"; do
if [ $first -eq 0 ]; then printf ',\n'; fi
printf ' "%s": {"pass": %d, "fail": %d}' "$s" "${SUITE_PASS[$s]}" "${SUITE_FAIL[$s]}"
first=0
done
printf '\n },\n'
printf ' "total_pass": %d,\n' "$TOTAL_PASS"
printf ' "total_fail": %d,\n' "$TOTAL_FAIL"
printf ' "total": %d\n' "$((TOTAL_PASS + TOTAL_FAIL))"
printf '}\n'
} > "$OUT_JSON"
# scoreboard.md
{
printf '# APL Conformance Scoreboard\n\n'
printf '_Generated by `lib/apl/conformance.sh`_\n\n'
printf '| Suite | Pass | Fail | Total |\n'
printf '|-------|-----:|-----:|------:|\n'
for s in "${SUITES[@]}"; do
p=${SUITE_PASS[$s]}
f=${SUITE_FAIL[$s]}
printf '| %s | %d | %d | %d |\n' "$s" "$p" "$f" "$((p+f))"
done
printf '| **Total** | **%d** | **%d** | **%d** |\n' "$TOTAL_PASS" "$TOTAL_FAIL" "$((TOTAL_PASS + TOTAL_FAIL))"
printf '\n'
printf '## Notes\n\n'
printf '%s\n' '- Suites use the standard `apl-test name got expected` framework loaded against `lib/apl/runtime.sx` + `lib/apl/transpile.sx`.'
printf '%s\n' '- `lib/apl/tests/parse.sx` and `lib/apl/tests/scalar.sx` use their own self-contained frameworks and are excluded from this scoreboard.'
} > "$OUT_MD"
echo "Wrote $OUT_JSON and $OUT_MD" >&2
echo "Total: $TOTAL_PASS pass, $TOTAL_FAIL fail" >&2
[ "$TOTAL_FAIL" -eq 0 ]
# lib/apl/conformance.sh — APL conformance via the shared guest driver.
# Config lives in lib/apl/conformance.conf (MODE=counters). Override the binary
# with SX_SERVER=path/to/sx_server.exe bash lib/apl/conformance.sh
exec bash "$(dirname "$0")/../guest/conformance.sh" "$(dirname "$0")/conformance.conf" "$@"

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@@ -9,9 +9,9 @@
"system": {"pass": 13, "fail": 0},
"idioms": {"pass": 64, "fail": 0},
"eval-ops": {"pass": 14, "fail": 0},
"pipeline": {"pass": 40, "fail": 0}
"pipeline": {"pass": 152, "fail": 0}
},
"total_pass": 450,
"total_pass": 562,
"total_fail": 0,
"total": 450
"total": 562
}

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@@ -13,8 +13,8 @@ _Generated by `lib/apl/conformance.sh`_
| system | 13 | 0 | 13 |
| idioms | 64 | 0 | 64 |
| eval-ops | 14 | 0 | 14 |
| pipeline | 40 | 0 | 40 |
| **Total** | **450** | **0** | **450** |
| pipeline | 152 | 0 | 152 |
| **Total** | **562** | **0** | **562** |
## Notes

15
lib/apl/test-harness.sx Normal file
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; lib/apl/test-harness.sx — counters + assertion fn for the shared conformance
; driver (lib/guest/conformance.sh, MODE=counters). Loaded as a PRELOAD so each
; suite starts from a fresh 0/0; suites call (apl-test name got expected).
(define apl-test-pass 0)
(define apl-test-fail 0)
(define
apl-test
(fn
(name got expected)
(if
(= got expected)
(set! apl-test-pass (+ apl-test-pass 1))
(set! apl-test-fail (+ apl-test-fail 1)))))

38
lib/feed/acl.sx Normal file
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; feed/acl — per-viewer visibility filtering. The same candidate stream yields
; different timelines for different viewers, so ACL is applied per request and
; pre-ACL timelines are never cached.
;
; permit? is injected: (permit? viewer activity) -> bool. Wire a real acl-sx
; predicate here; feed/permit-acl? is a self-contained default that reads an
; optional :visible-to allowlist on the activity.
;
; Requires: lib/feed/normalize.sx, lib/feed/stream.sx, lib/feed/fanout.sx
; (feed/-elem?), lib/feed/rank.sx (feed/top).
; default permit: actor always sees own activity; absent/nil :visible-to is
; public; otherwise viewer must be in the allowlist.
(define
feed/permit-acl?
(fn
(viewer a)
(or
(equal? viewer (get a :actor))
(let
((allowed (get a :visible-to nil)))
(if (= allowed nil) true (feed/-elem? viewer allowed))))))
(define feed/permit-public? (fn (viewer a) true))
; filter a stream to what viewer may read
(define
feed/visible
(fn
(stream viewer permit?)
(feed/filter stream (fn (a) (permit? viewer a)))))
; the capstone: candidate stream -> ACL for viewer -> rank -> top-N
(define
feed/timeline
(fn
(stream viewer permit? score-fn n)
(feed/top (feed/visible stream viewer permit?) score-fn n)))

62
lib/feed/aggregate.sx Normal file
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@@ -0,0 +1,62 @@
; feed/aggregate — group-by / counting via key-reduce. Keys must be strings
; (dict keys), so composite keys (actor, day) are joined into one string.
;
; Requires: lib/feed/normalize.sx, lib/feed/stream.sx.
; group activities into a dict: key-string -> (list of activities), order-preserving
(define
feed/group-by
(fn
(stream key-fn)
(reduce
(fn
(g a)
(let
((k (key-fn a)))
(assoc g k (append (get g k (list)) (list a)))))
{}
(feed/items stream))))
; key-string -> count
(define
feed/group-count
(fn
(stream key-fn)
(reduce
(fn
(g a)
(let
((k (key-fn a)))
(assoc g k (+ (get g k 0) 1))))
{}
(feed/items stream))))
; --- composite keys ---------------------------------------------------------
(define feed/day (fn (at window) (floor (/ at window))))
; (actor, day-bucket) -> "actor#day"
(define
feed/actor-day-key
(fn
(window)
(fn
(a)
(string-append
(get a :actor)
"#"
(number->string (feed/day (get a :at) window))))))
(define
feed/by-actor-day
(fn (stream window) (feed/group-count stream (feed/actor-day-key window))))
; per-actor activity counts
(define
feed/actor-counts
(fn (stream) (feed/group-count stream feed/actor)))
; per-object activity counts (engagement)
(define
feed/object-counts
(fn (stream) (feed/group-count stream feed/object)))

24
lib/feed/api.sx Normal file
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@@ -0,0 +1,24 @@
; feed/api — ergonomic API over the stream layer for non-APL callers.
; A single mutable activity log; post appends, all returns it as a stream.
;
; Requires: lib/feed/normalize.sx, lib/feed/stream.sx (loaded by harness).
(define feed/-log (list))
; post — normalize then append. Returns the stored activity.
(define
feed/post
(fn
(raw)
(let
((a (feed/normalize raw)))
(begin (set! feed/-log (append feed/-log (list a))) a))))
; all — the whole log as a stream (insertion order)
(define feed/all (fn () (feed/stream feed/-log)))
; reset! — clear the log (test hygiene)
(define feed/reset! (fn () (begin (set! feed/-log (list)) nil)))
; size — number of posted activities
(define feed/size (fn () (len feed/-log)))

125
lib/feed/conformance.sh Executable file
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@@ -0,0 +1,125 @@
#!/usr/bin/env bash
# lib/feed/conformance.sh — run feed test suites, emit scoreboard.json + scoreboard.md.
set -uo pipefail
cd "$(git rev-parse --show-toplevel)"
SX_SERVER="${SX_SERVER:-/root/rose-ash/hosts/ocaml/_build/default/bin/sx_server.exe}"
if [ ! -x "$SX_SERVER" ]; then
SX_SERVER="hosts/ocaml/_build/default/bin/sx_server.exe"
fi
if [ ! -x "$SX_SERVER" ]; then
echo "ERROR: sx_server.exe not found." >&2
exit 1
fi
SUITES=(basic fanout rank integration content notify home dedupe trending mute page thread)
OUT_JSON="lib/feed/scoreboard.json"
OUT_MD="lib/feed/scoreboard.md"
run_suite() {
local suite=$1
local file="lib/feed/tests/${suite}.sx"
local TMP
TMP=$(mktemp)
cat > "$TMP" << EPOCHS
(epoch 1)
(load "spec/stdlib.sx")
(load "lib/r7rs.sx")
(load "lib/apl/runtime.sx")
(load "lib/feed/normalize.sx")
(load "lib/feed/stream.sx")
(load "lib/feed/api.sx")
(load "lib/feed/fanout.sx")
(load "lib/feed/dedupe.sx")
(load "lib/feed/aggregate.sx")
(load "lib/feed/rank.sx")
(load "lib/feed/acl.sx")
(load "lib/feed/fed.sx")
(load "lib/feed/content.sx")
(load "lib/feed/notify.sx")
(load "lib/feed/home.sx")
(load "lib/feed/trending.sx")
(load "lib/feed/mute.sx")
(load "lib/feed/page.sx")
(load "lib/feed/thread.sx")
(epoch 2)
(eval "(define feed-test-pass 0)")
(eval "(define feed-test-fail 0)")
(eval "(define feed-test (fn (name got expected) (if (= got expected) (set! feed-test-pass (+ feed-test-pass 1)) (set! feed-test-fail (+ feed-test-fail 1)))))")
(epoch 3)
(load "${file}")
(epoch 4)
(eval "(list feed-test-pass feed-test-fail)")
EPOCHS
local OUTPUT
OUTPUT=$(timeout 300 "$SX_SERVER" < "$TMP" 2>/dev/null)
rm -f "$TMP"
local LINE
LINE=$(echo "$OUTPUT" | awk '/^\(ok-len 4 / {getline; print; exit}')
if [ -z "$LINE" ]; then
LINE=$(echo "$OUTPUT" | grep -E '^\(ok 4 \([0-9]+ [0-9]+\)\)' | tail -1 \
| sed -E 's/^\(ok 4 //; s/\)$//')
fi
local P F
P=$(echo "$LINE" | sed -E 's/^\(([0-9]+) ([0-9]+)\).*/\1/')
F=$(echo "$LINE" | sed -E 's/^\(([0-9]+) ([0-9]+)\).*/\2/')
P=${P:-0}
F=${F:-0}
echo "${P} ${F}"
}
declare -A SUITE_PASS
declare -A SUITE_FAIL
TOTAL_PASS=0
TOTAL_FAIL=0
echo "Running feed conformance suite..." >&2
for s in "${SUITES[@]}"; do
read -r p f < <(run_suite "$s")
SUITE_PASS[$s]=$p
SUITE_FAIL[$s]=$f
TOTAL_PASS=$((TOTAL_PASS + p))
TOTAL_FAIL=$((TOTAL_FAIL + f))
printf " %-12s %d/%d\n" "$s" "$p" "$((p+f))" >&2
done
# scoreboard.json
{
printf '{\n'
printf ' "suites": {\n'
first=1
for s in "${SUITES[@]}"; do
if [ $first -eq 0 ]; then printf ',\n'; fi
printf ' "%s": {"pass": %d, "fail": %d}' "$s" "${SUITE_PASS[$s]}" "${SUITE_FAIL[$s]}"
first=0
done
printf '\n },\n'
printf ' "total_pass": %d,\n' "$TOTAL_PASS"
printf ' "total_fail": %d,\n' "$TOTAL_FAIL"
printf ' "total": %d\n' "$((TOTAL_PASS + TOTAL_FAIL))"
printf '}\n'
} > "$OUT_JSON"
# scoreboard.md
{
printf '# feed Conformance Scoreboard\n\n'
printf '_Generated by `lib/feed/conformance.sh`_\n\n'
printf '| Suite | Pass | Fail | Total |\n'
printf '|-------|-----:|-----:|------:|\n'
for s in "${SUITES[@]}"; do
p=${SUITE_PASS[$s]}
f=${SUITE_FAIL[$s]}
printf '| %s | %d | %d | %d |\n' "$s" "$p" "$f" "$((p+f))"
done
printf '| **Total** | **%d** | **%d** | **%d** |\n' "$TOTAL_PASS" "$TOTAL_FAIL" "$((TOTAL_PASS + TOTAL_FAIL))"
} > "$OUT_MD"
echo "Wrote $OUT_JSON and $OUT_MD" >&2
echo "Total: $TOTAL_PASS pass, $TOTAL_FAIL fail" >&2
[ "$TOTAL_FAIL" -eq 0 ]

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; feed/content — TF-IDF relevance over activity :tags. Rare tags carry more
; signal, so an activity matching an uncommon tag ranks above one matching a
; common tag. Composes with rank.sx: feed/tfidf-score is just another scorer.
;
; Requires: lib/feed/normalize.sx, lib/feed/stream.sx, lib/feed/fanout.sx
; (feed/-distinct), lib/feed/rank.sx (feed/rank).
; document frequency: tag -> number of activities whose :tags contain it
; (a tag repeated within one activity counts once toward df)
(define
feed/tag-df
(fn
(stream)
(reduce
(fn
(df a)
(reduce
(fn (d t) (assoc d t (+ (get d t 0) 1)))
df
(feed/-distinct (get a :tags))))
{}
(feed/items stream))))
; inverse document frequency: tag -> log(N / df)
(define
feed/tag-idf
(fn
(stream)
(let
((n (feed/count stream)) (df (feed/tag-df stream)))
(reduce
(fn (idf t) (assoc idf t (log (/ n (get df t)))))
{}
(keys df)))))
; term frequency within one activity: tag -> occurrence count
(define
feed/-tf
(fn
(a)
(reduce
(fn (tf t) (assoc tf t (+ (get tf t 0) 1)))
{}
(get a :tags))))
; relevance of an activity to a query (list of tags) given precomputed idf:
; sum over query tags of tf(tag in activity) * idf(tag in corpus)
(define
feed/tfidf-score
(fn
(idf query)
(fn
(a)
(let
((tf (feed/-tf a)))
(reduce
(fn
(acc t)
(+ acc (* (get tf t 0) (get idf t 0))))
0
query)))))
; rank a stream by relevance to query tags (idf computed over the stream itself)
(define
feed/by-relevance
(fn
(stream query)
(feed/rank stream (feed/tfidf-score (feed/tag-idf stream) query))))

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; feed/dedupe — collapse duplicate items, keeping first occurrence per key.
; Each verb may want its own key (see briefing): "alice posted X" keys on
; (actor verb object) — distinct per actor; "alice liked X / bob liked X"
; collapse on (verb object) so the cross-actor likes fold into one.
;
; Requires: lib/feed/normalize.sx, lib/feed/stream.sx, lib/feed/fanout.sx
; (feed/-elem? lives in fanout.sx).
; generic: dedupe a stream by key-fn, first occurrence wins (stable)
(define
feed/-dedup-by
(fn
(items key-fn)
(get
(reduce
(fn
(st x)
(let
((k (key-fn x)))
(if (feed/-elem? k (get st :seen)) st {:seen (append (get st :seen) (list k)) :out (append (get st :out) (list x))})))
{:seen (list) :out (list)}
items)
:out)))
(define
feed/dedupe
(fn
(stream key-fn)
(feed/stream (feed/-dedup-by (feed/items stream) key-fn))))
; --- keys -------------------------------------------------------------------
(define
feed/activity-key
(fn (a) (list (get a :actor) (get a :verb) (get a :object))))
; collapse cross-actor duplicates of the same verb+object (e.g. likes)
(define feed/collapse-key (fn (a) (list (get a :verb) (get a :object))))
; per-receiver inbox key — one inbox event per (receiver, actor, verb, object)
(define
feed/event-key
(fn
(ev)
(let
((a (get ev :activity)))
(list (get ev :to) (get a :actor) (get a :verb) (get a :object)))))
; verbs whose duplicates collapse across actors (reactions, not authorship).
; rebindable: callers can (set! feed/collapse-verbs ...) to tune the policy.
(define
feed/collapse-verbs
(list "like" "favourite" "follow" "boost" "repost"))
; per-verb key: collapse-verbs fold on (verb object); the rest key on
; (actor verb object).
(define
feed/smart-key
(fn
(a)
(if
(feed/-elem? (get a :verb) feed/collapse-verbs)
(feed/collapse-key a)
(feed/activity-key a))))
; --- ready-made dedupers ----------------------------------------------------
(define feed/dedupe-activities (fn (s) (feed/dedupe s feed/activity-key)))
(define feed/dedupe-collapse (fn (s) (feed/dedupe s feed/collapse-key)))
; verb-aware: reactions collapse cross-actor, posts stay distinct per actor
(define feed/dedupe-smart (fn (s) (feed/dedupe s feed/smart-key)))
; dedupe an inbox: at most one event per receiver per (actor verb object)
(define feed/dedupe-inbox (fn (inbox) (feed/dedupe inbox feed/event-key)))

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; feed/fanout — THE SHOWCASE. Fan activities out to followers via the APL outer
; product (∘.×). activities ∘.× audience → an (activity × follower) matrix of
; inbox events; flatten to a vector; guard-keep only real follow edges.
;
; Requires: lib/apl/runtime.sx, lib/feed/normalize.sx, lib/feed/stream.sx.
;
; NOTE: apl-outer's combiner result is run through (if (scalar? r) (disclose r) r).
; A bare dict counts as a scalar (shape ()) and disclose nils it — so the combiner
; must (enclose ...) its event dict; apl-outer then discloses it back intact.
; --- graph: {followee -> (list of followers)} -------------------------------
(define feed/followers (fn (graph user) (get graph user (list))))
; build a graph from (follower followee) edges: "follower follows followee"
(define
feed/follow-graph
(fn
(edges)
(reduce
(fn
(g e)
(let
((follower (first e)) (followee (nth e 1)))
(assoc
g
followee
(append (feed/followers g followee) (list follower)))))
{}
edges)))
; --- helpers ----------------------------------------------------------------
; unwrap an apl-scalar (has :ravel) back to its value; pass activities through
(define
feed/-val
(fn
(x)
(if (and (= (type-of x) "dict") (has-key? x :ravel)) (disclose x) x)))
(define feed/-elem? (fn (x lst) (some (fn (y) (equal? x y)) lst)))
(define
feed/-distinct
(fn
(lst)
(if
(= (len lst) 0)
(list)
(get (apl-unique (make-array (list (len lst)) lst)) :ravel))))
; rank-2 matrix -> rank-1 stream of its ravel
(define feed/-flatten (fn (arr) (feed/stream (get arr :ravel))))
; distinct receivers across the whole graph, sorted for determinism
; (dict key order is unspecified, so sort to pin audience/recipient ordering)
(define
feed/audience
(fn
(graph)
(sort
(feed/-distinct
(reduce
(fn (acc k) (append acc (feed/followers graph k)))
(list)
(keys graph))))))
; --- the outer product ------------------------------------------------------
; one (activity, follower) inbox event, enclosed so apl-outer keeps the dict
(define feed/-mk-event (fn (a f) (enclose {:activity (feed/-val a) :to (feed/-val f)})))
; keep events where :to actually follows the activity's actor
(define
feed/-edge?
(fn
(graph)
(fn
(ev)
(feed/-elem?
(get ev :to)
(feed/followers graph (get (get ev :activity) :actor))))))
; fanout — activities ∘.× audience, flatten, guard-keep real edges
(define
feed/fanout
(fn
(stream graph)
(let
((matrix (apl-outer feed/-mk-event stream (feed/stream (feed/audience graph)))))
(feed/filter (feed/-flatten matrix) (feed/-edge? graph)))))
; --- inbox queries ----------------------------------------------------------
(define
feed/inbox-for
(fn
(inbox user)
(feed/filter inbox (fn (ev) (equal? (get ev :to) user)))))
(define
feed/recipients
(fn
(inbox)
(feed/-distinct (map (fn (ev) (get ev :to)) (feed/items inbox)))))
; the activities (unwrapped) destined for a user
(define
feed/inbox-activities
(fn
(inbox user)
(map
(fn (ev) (get ev :activity))
(feed/items (feed/inbox-for inbox user)))))

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; feed/fed — federation. Outbound: a local post fans out, then splits into local
; vs remote inboxes; remote events are handed to an injected send-fn. Inbound:
; peer activities merge into the local stream, deduped. Backfill: pull peer
; history via an injected fetch-fn and merge.
;
; remote? / send-fn / fetch-fn are injected so real fed-sx transport wires in here
; without feed depending on it.
;
; Requires: lib/feed/normalize.sx, lib/feed/stream.sx, lib/feed/fanout.sx,
; lib/feed/dedupe.sx.
; --- merge / ingest ---------------------------------------------------------
(define
feed/merge
(fn (s1 s2) (feed/stream (append (feed/items s1) (feed/items s2)))))
; merge a peer stream into local, dropping (actor verb object) duplicates
(define
feed/ingest
(fn (local peer) (feed/dedupe-activities (feed/merge local peer))))
; --- inbound ----------------------------------------------------------------
; peer pushes raw activities to the local inbox; normalize + ingest
(define
feed/inbound
(fn
(local raw-activities)
(feed/ingest local (feed/stream (map feed/normalize raw-activities)))))
; backfill on subscribe: pull peer history via fetch-fn, normalize, ingest
(define
feed/backfill
(fn (local fetch-fn peer-id) (feed/inbound local (fetch-fn peer-id))))
; --- outbound ---------------------------------------------------------------
; split an inbox into local vs remote deliveries by viewer-id predicate
(define feed/partition-inbox (fn (inbox remote?) {:local (feed/filter inbox (fn (ev) (not (remote? (get ev :to))))) :remote (feed/filter inbox (fn (ev) (remote? (get ev :to))))}))
; fan a stream out over the graph, then partition by locality
(define
feed/federate
(fn
(stream graph remote?)
(feed/partition-inbox (feed/fanout stream graph) remote?)))
; deliver: hand each remote event to send-fn, return the local inbox to enqueue
(define
feed/deliver
(fn
(stream graph remote? send-fn)
(let
((parts (feed/federate stream graph remote?)))
(begin
(for-each
(fn (ev) (send-fn (get ev :to) (get ev :activity)))
(feed/items (get parts :remote)))
(get parts :local)))))

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; feed/home — the capstone. A user's home timeline is the whole pipeline as one
; line: fan all activities out over the follow graph, take the events landing in
; the viewer's inbox, dedupe cross-posts, apply the viewer's ACL, rank, take N.
;
; Requires: fanout.sx, dedupe.sx, acl.sx (feed/timeline), rank.sx, stream.sx.
; the activities in a user's inbox, as a stream
(define
feed/inbox-stream
(fn (inbox user) (feed/stream (feed/inbox-activities inbox user))))
; fanout ∘ inbox ∘ dedupe ∘ ACL ∘ rank ∘ take
(define
feed/home
(fn
(stream graph viewer permit? score-fn n)
(feed/timeline
(feed/dedupe-activities
(feed/inbox-stream (feed/fanout stream graph) viewer))
viewer
permit?
score-fn
n)))

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; feed/mute — viewer-controlled filtering. ACL (acl.sx) is author-controlled
; visibility; mute is the reader's own preference: hide muted actors or tags.
; Like ACL it is per-viewer and applied per request, never cached.
;
; Requires: lib/feed/normalize.sx, lib/feed/stream.sx, lib/feed/fanout.sx
; (feed/-elem?).
; drop activities authored by a muted actor
(define
feed/mute-actors
(fn
(stream actors)
(feed/filter
stream
(fn (a) (not (feed/-elem? (get a :actor) actors))))))
; drop activities carrying any muted tag
(define
feed/mute-tags
(fn
(stream tags)
(feed/filter
stream
(fn (a) (not (some (fn (t) (feed/-elem? t tags)) (get a :tags)))))))
; drop activities about a muted object (thread mute)
(define
feed/mute-objects
(fn
(stream objects)
(feed/filter
stream
(fn (a) (not (feed/-elem? (get a :object) objects))))))
; apply a viewer preference bag: {:mute-actors (...) :mute-tags (...) :mute-objects (...)}
(define
feed/apply-prefs
(fn
(stream prefs)
(feed/mute-objects
(feed/mute-tags
(feed/mute-actors stream (get prefs :mute-actors (list)))
(get prefs :mute-tags (list)))
(get prefs :mute-objects (list)))))

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; feed/normalize — coerce arbitrary input into the canonical activity record.
; An activity is a small dict {:actor :verb :object :at :tags}; a stream is an
; APL vector of such dicts (see stream.sx). Extra keys on the raw input survive
; (e.g. :visible-to for ACL, peer metadata for federation) — :tags is the
; flexible bag but the record is not closed.
(define feed/activity-keys (list :actor :verb :object :at :tags))
(define
feed/normalize
(fn
(raw)
(let
((d (if (= (type-of raw) "dict") raw {})))
(merge d {:actor (get d :actor "") :object (get d :object nil) :at (get d :at 0) :tags (let ((t (get d :tags (list)))) (if (list? t) t (list t))) :verb (get d :verb "post")}))))
(define
feed/activity
(fn (actor verb object at tags) (feed/normalize {:actor actor :object object :at at :tags tags :verb verb})))
(define feed/actor (fn (a) (get a :actor)))
(define feed/verb (fn (a) (get a :verb)))
(define feed/object (fn (a) (get a :object)))
(define feed/at (fn (a) (get a :at)))
(define feed/tags (fn (a) (get a :tags)))
(define
feed/activity?
(fn
(a)
(and (= (type-of a) "dict") (has-key? a :actor) (has-key? a :verb))))

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; feed/notify — a notification feed is a thin layer over a recipient's inbox:
; the events directed at a user, optionally verb-filtered, and a digest that
; collapses "alice, bob and 1 other liked X" by (verb, object).
;
; Requires: lib/feed/normalize.sx, lib/feed/stream.sx, lib/feed/fanout.sx
; (feed/inbox-for, feed/-elem?).
; all inbox events for a user (their raw notifications)
(define feed/notifications (fn (inbox user) (feed/inbox-for inbox user)))
; restrict to notification-worthy verbs (e.g. (list "like" "reply" "follow"))
(define
feed/notify-verbs
(fn
(inbox user verbs)
(feed/filter
(feed/inbox-for inbox user)
(fn (ev) (feed/-elem? (get (get ev :activity) :verb) verbs)))))
; group key "verb|object" — deterministic, sortable
(define
feed/-notify-key
(fn
(ev)
(let
((a (get ev :activity)))
(string-append (get a :verb) "|" (get a :object)))))
; digest: one entry per (verb, object) with the distinct actors and a count,
; ordered by key for determinism.
(define
feed/notify-digest
(fn
(inbox user)
(let
((events (feed/items (feed/inbox-for inbox user))))
(let
((groups (reduce (fn (g ev) (let ((a (get ev :activity)) (k (feed/-notify-key ev))) (let ((cur (get g k {:object (get a :object) :actors (list) :verb (get a :verb)}))) (assoc g k (assoc cur :actors (append (get cur :actors) (list (get a :actor)))))))) {} events)))
(map
(fn
(k)
(let
((grp (get groups k)))
(assoc grp :count (len (get grp :actors)))))
(sort (keys groups)))))))

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; feed/page — pagination. Offset/limit for indexed access, and cursor-based
; (by :at) for recency feeds, which is stable under inserts: a cursor is the
; :at of the last item seen, and the next page is the newest items older than it.
;
; Requires: lib/feed/stream.sx (feed/recent, feed/take, feed/filter).
; --- offset / limit ---------------------------------------------------------
(define
feed/page
(fn
(stream offset limit)
(feed/stream (take (drop (feed/items stream) offset) limit))))
(define
feed/page-count
(fn (stream limit) (ceil (/ (feed/count stream) limit))))
; --- cursor (recency feeds) -------------------------------------------------
; activities strictly older than cursor (scroll down / load older)
(define
feed/before
(fn
(stream cursor)
(feed/filter stream (fn (a) (< (get a :at) cursor)))))
; activities strictly newer than cursor (load newer / "N new posts")
(define
feed/after
(fn
(stream cursor)
(feed/filter stream (fn (a) (> (get a :at) cursor)))))
; one page: the `limit` newest activities older than cursor, newest first
(define
feed/page-before
(fn
(stream cursor limit)
(feed/take (feed/recent (feed/before stream cursor)) limit)))
; cursor to fetch the next (older) page: :at of the last item of a page,
; or nil when the page is empty (end of feed)
(define
feed/next-cursor
(fn
(page)
(let
((items (feed/items page)))
(if (= (len items) 0) nil (get (last items) :at)))))

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; feed/rank — scoring + ranking. Scorers are (activity -> number). Ranking is a
; stable two-pass grade-down: first by :at descending (the tiebreak), then by
; score descending — so ties resolve by recency, then by input order. Fully
; deterministic on ties.
;
; Requires: lib/apl/runtime.sx, lib/feed/normalize.sx, lib/feed/stream.sx.
; --- scorers ----------------------------------------------------------------
; recency: half-life decay. score = 0.5 ^ (age / half-life). at==now -> 1.0.
(define
feed/recency
(fn
(now half-life)
(fn (a) (expt 0.5 (/ (- now (get a :at)) half-life)))))
; velocity: how many of this actor's activities fall in (at-window, at] —
; a burst of recent activity scores higher.
(define
feed/velocity
(fn
(stream window)
(fn
(a)
(len
(filter
(fn
(b)
(and
(equal? (get b :actor) (get a :actor))
(<= (get b :at) (get a :at))
(> (get b :at) (- (get a :at) window))))
(feed/items stream))))))
; engagement: how many activities in the stream touch this activity's :object
(define
feed/engagement
(fn
(stream)
(fn
(a)
(len
(filter
(fn (b) (equal? (get b :object) (get a :object)))
(feed/items stream))))))
; composite: weighted sum. parts = (list (list weight scorer) ...)
(define
feed/composite
(fn
(parts)
(fn
(a)
(reduce
(fn (acc p) (+ acc (* (first p) ((nth p 1) a))))
0
parts))))
; --- ranking ----------------------------------------------------------------
; stable reorder of items by key-fn, descending (grade-down is stable)
(define
feed/-desc-by
(fn
(items key-fn)
(let
((keys (make-array (list (len items)) (map key-fn items))))
(let
((order (get (apl-grade-down keys) :ravel)))
(map (fn (i) (nth items (- i 1))) order)))))
; rank by score descending; ties -> :at descending -> input order
(define
feed/rank
(fn
(stream score-fn)
(let
((by-at (feed/-desc-by (feed/items stream) feed/at)))
(feed/stream (feed/-desc-by by-at score-fn)))))
; attach a :score to each activity (for inspection / debugging)
(define
feed/with-scores
(fn
(stream score-fn)
(feed/stream
(map (fn (a) (assoc a :score (score-fn a))) (feed/items stream)))))
; top-N ranked timeline
(define
feed/top
(fn (stream score-fn n) (feed/take (feed/rank stream score-fn) n)))

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{
"suites": {
"basic": {"pass": 30, "fail": 0},
"fanout": {"pass": 29, "fail": 0},
"rank": {"pass": 24, "fail": 0},
"integration": {"pass": 22, "fail": 0},
"content": {"pass": 15, "fail": 0},
"notify": {"pass": 8, "fail": 0},
"home": {"pass": 6, "fail": 0},
"dedupe": {"pass": 9, "fail": 0},
"trending": {"pass": 11, "fail": 0},
"mute": {"pass": 9, "fail": 0},
"page": {"pass": 14, "fail": 0},
"thread": {"pass": 12, "fail": 0}
},
"total_pass": 189,
"total_fail": 0,
"total": 189
}

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# feed Conformance Scoreboard
_Generated by `lib/feed/conformance.sh`_
| Suite | Pass | Fail | Total |
|-------|-----:|-----:|------:|
| basic | 30 | 0 | 30 |
| fanout | 29 | 0 | 29 |
| rank | 24 | 0 | 24 |
| integration | 22 | 0 | 22 |
| content | 15 | 0 | 15 |
| notify | 8 | 0 | 8 |
| home | 6 | 0 | 6 |
| dedupe | 9 | 0 | 9 |
| trending | 11 | 0 | 11 |
| mute | 9 | 0 | 9 |
| page | 14 | 0 | 14 |
| thread | 12 | 0 | 12 |
| **Total** | **189** | **0** | **189** |

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; feed/stream — a stream is an APL vector (rank-1 array) whose ravel holds
; activity dicts. Operations lift APL primitives onto this shape: filter via
; compress (/), sort via grade (⍋), take via ↑, reverse via ⌽.
;
; Requires: lib/apl/runtime.sx, lib/feed/normalize.sx (loaded by harness).
(define feed/stream (fn (acts) (make-array (list (len acts)) acts)))
(define feed/items (fn (s) (get s :ravel)))
(define feed/count (fn (s) (len (get s :ravel))))
(define feed/empty (feed/stream (list)))
(define feed/empty? (fn (s) (= (feed/count s) 0)))
; filter — bool mask ∘ compress. pred : activity -> truthy
(define
feed/filter
(fn
(s pred)
(let
((items (get s :ravel)))
(let
((mask (make-array (list (len items)) (map (fn (a) (if (pred a) 1 0)) items))))
(apl-compress mask s)))))
; sort-by — ascending, stable on ties (grade-up is stable). key-fn : activity -> number
(define
feed/sort-by
(fn
(s key-fn)
(let
((items (get s :ravel)))
(let
((keys (make-array (list (len items)) (map key-fn items))))
(let
((order (get (apl-grade-up keys) :ravel)))
(feed/stream (map (fn (i) (nth items (- i 1))) order)))))))
(define feed/sort-by-at (fn (s) (feed/sort-by s feed/at)))
; newest-first: ascending sort then reverse (⌽)
(define feed/recent (fn (s) (apl-reverse (feed/sort-by-at s))))
; take N (↑), clamped to stream length so it never over-takes/pads
(define
feed/take
(fn
(s n)
(let
((c (feed/count s)))
(if (>= n c) s (apl-take (apl-scalar n) s)))))
(define feed/reverse (fn (s) (apl-reverse s)))
; common predicates
(define
feed/by-actor
(fn (s actor) (feed/filter s (fn (a) (equal? (get a :actor) actor)))))
(define
feed/by-verb
(fn (s verb) (feed/filter s (fn (a) (equal? (get a :verb) verb)))))
(define
feed/by-object
(fn
(s object)
(feed/filter s (fn (a) (equal? (get a :object) object)))))
; activities at or after timestamp t
(define
feed/since
(fn (s t) (feed/filter s (fn (a) (>= (get a :at) t)))))

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; Phase 1 — normalize, stream ops, api. Uses the feed-test harness
; (feed-test name got expected) provided by conformance.sh.
; ---------- normalize ----------
(feed-test
"normalize default actor"
(feed/actor (feed/normalize {}))
"")
(feed-test
"normalize default verb"
(feed/verb (feed/normalize {}))
"post")
(feed-test
"normalize default at"
(feed/at (feed/normalize {}))
0)
(feed-test
"normalize default object"
(feed/object (feed/normalize {}))
nil)
(feed-test
"normalize default tags"
(feed/tags (feed/normalize {}))
(list))
(feed-test
"normalize keeps actor"
(feed/actor (feed/normalize {:actor "alice"}))
"alice")
(feed-test
"normalize keeps verb"
(feed/verb (feed/normalize {:verb "like"}))
"like")
(feed-test
"normalize scalar tag -> list"
(feed/tags (feed/normalize {:tags "x"}))
(list "x"))
(feed-test
"normalize list tags kept"
(feed/tags (feed/normalize {:tags (list "a" "b")}))
(list "a" "b"))
(feed-test
"activity constructor at"
(feed/at (feed/activity "a" "post" "o" 5 (list)))
5)
(feed-test
"activity? on activity"
(feed/activity? (feed/normalize {:actor "a"}))
true)
(feed-test "activity? on number" (feed/activity? 5) false)
(feed-test "activity? on bare dict" (feed/activity? {:foo 1}) false)
; ---------- stream ----------
(define
S
(feed/stream
(list
(feed/activity "alice" "post" "p1" 30 (list))
(feed/activity "bob" "like" "p1" 10 (list))
(feed/activity "alice" "post" "p2" 20 (list)))))
(feed-test "stream count" (feed/count S) 3)
(feed-test "stream items len" (len (feed/items S)) 3)
(feed-test
"sort-by-at actors asc"
(map feed/actor (feed/items (feed/sort-by-at S)))
(list "bob" "alice" "alice"))
(feed-test
"recent newest first"
(map feed/at (feed/items (feed/recent S)))
(list 30 20 10))
(feed-test
"take 2 of recent"
(feed/count (feed/take (feed/recent S) 2))
2)
(feed-test
"take clamps past end"
(feed/count (feed/take S 10))
3)
(feed-test
"by-actor alice count"
(feed/count (feed/by-actor S "alice"))
2)
(feed-test
"by-verb like actor"
(map feed/actor (feed/items (feed/by-verb S "like")))
(list "bob"))
(feed-test
"by-object p1 count"
(feed/count (feed/by-object S "p1"))
2)
(feed-test
"since 20 count"
(feed/count (feed/since S 20))
2)
(feed-test
"reverse ats"
(map feed/at (feed/items (feed/reverse S)))
(list 20 10 30))
(feed-test "empty? on empty" (feed/empty? feed/empty) true)
(feed-test
"empty? on filtered-out"
(feed/empty? (feed/by-actor S "zzz"))
true)
; ---------- api ----------
(feed/reset!)
(feed/post {:actor "x" :at 1 :verb "post"})
(feed/post {:actor "y" :at 2 :verb "like"})
(feed-test "api size after posts" (feed/size) 2)
(feed-test "api all count" (feed/count (feed/all)) 2)
(feed-test
"post returns normalized verb"
(feed/verb (feed/post {:actor "z"}))
"post")
(feed-test "api size after third post" (feed/size) 3)

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; Follow-up — TF-IDF content ranking over :tags. (feed-test name got expected)
(define
corpus
(feed/stream
(list
(feed/normalize {:actor "u" :object "o1" :at 10 :tags (list "cats" "funny")})
(feed/normalize {:actor "u" :object "o2" :at 20 :tags (list "cats" "news")})
(feed/normalize {:actor "u" :object "o3" :at 30 :tags (list "politics" "news")})
(feed/normalize {:actor "u" :object "o4" :at 40 :tags (list "cats")}))))
; ---------- document frequency ----------
(feed-test "df cats" (get (feed/tag-df corpus) "cats") 3)
(feed-test "df news" (get (feed/tag-df corpus) "news") 2)
(feed-test "df funny" (get (feed/tag-df corpus) "funny") 1)
(feed-test "df politics" (get (feed/tag-df corpus) "politics") 1)
(feed-test "df full" (feed/tag-df corpus) {:news 2 :funny 1 :politics 1 :cats 3})
; ---------- inverse document frequency ----------
(feed-test
"idf news = log(4/2)"
(get (feed/tag-idf corpus) "news")
(log 2))
(feed-test
"idf funny = log(4/1)"
(get (feed/tag-idf corpus) "funny")
(log 4))
(feed-test
"rarer tag has higher idf"
(>
(get (feed/tag-idf corpus) "funny")
(get (feed/tag-idf corpus) "cats"))
true)
; ---------- tf-idf scoring ----------
(define idf (feed/tag-idf corpus))
(feed-test
"score query funny on o1"
((feed/tfidf-score idf (list "funny")) (feed/normalize {:actor "u" :object "x" :tags (list "cats" "funny")}))
(log 4))
(feed-test
"score query funny on non-match"
((feed/tfidf-score idf (list "funny")) (feed/normalize {:actor "u" :object "x" :tags (list "cats")}))
0)
(feed-test
"unknown query tag scores 0"
((feed/tfidf-score idf (list "zzz")) (feed/normalize {:actor "u" :object "x" :tags (list "cats")}))
0)
; ---------- ranking by relevance ----------
; query news: o2,o3 match (score log2), o1,o4 don't (0); ties break by :at desc
(feed-test
"by-relevance news order"
(map
(fn (a) (get a :object))
(feed/items (feed/by-relevance corpus (list "news"))))
(list "o3" "o2" "o4" "o1"))
; query funny: only o1 matches -> ranks first
(feed-test
"by-relevance funny first"
(get
(nth (feed/items (feed/by-relevance corpus (list "funny"))) 0)
:object)
"o1")
; query (cats news): o2 carries both tags -> highest combined tf-idf
(feed-test
"by-relevance cats+news top"
(get
(nth
(feed/items (feed/by-relevance corpus (list "cats" "news")))
0)
:object)
"o2")
(feed-test
"by-relevance preserves count"
(feed/count (feed/by-relevance corpus (list "cats")))
4)

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; Follow-up — verb-aware (smart) dedupe. (feed-test name got expected)
; reactions (like/follow) collapse cross-actor; posts stay distinct per actor
(define
M
(feed/stream
(list
(feed/activity "alice" "like" "X" 1 (list))
(feed/activity "bob" "like" "X" 2 (list))
(feed/activity "alice" "post" "P" 3 (list))
(feed/activity "bob" "post" "P" 4 (list))
(feed/activity "alice" "follow" "C" 5 (list))
(feed/activity "bob" "follow" "C" 6 (list))))) ; collapses
(feed-test
"smart dedupe total"
(feed/count (feed/dedupe-smart M))
4)
(feed-test
"smart keeps both posts"
(feed/count (feed/by-verb (feed/dedupe-smart M) "post"))
2)
(feed-test
"smart collapses likes to one"
(feed/count (feed/by-verb (feed/dedupe-smart M) "like"))
1)
(feed-test
"smart collapses follows to one"
(feed/count (feed/by-verb (feed/dedupe-smart M) "follow"))
1)
(feed-test
"collapsed like keeps first actor"
(map feed/actor (feed/items (feed/by-verb (feed/dedupe-smart M) "like")))
(list "alice"))
; contrast: plain activity dedupe keeps cross-actor likes distinct
(feed-test
"activity dedupe keeps both likes"
(feed/count (feed/by-verb (feed/dedupe-activities M) "like"))
2)
; contrast: blanket collapse folds the two posts (same verb+object) too
(feed-test
"collapse dedupe folds posts"
(feed/count (feed/by-verb (feed/dedupe-collapse M) "post"))
1)
; smart-key dispatch
(feed-test
"smart-key reaction -> (verb object)"
(feed/smart-key (feed/activity "alice" "like" "X" 0 (list)))
(list "like" "X"))
(feed-test
"smart-key post -> (actor verb object)"
(feed/smart-key (feed/activity "alice" "post" "P" 0 (list)))
(list "alice" "post" "P"))

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; Phase 2 — fanout via outer product + dedupe. (feed-test name got expected)
; ---------- graph ----------
; edges: (follower followee). bob,carol follow alice; carol,dave follow bob.
(define
G
(feed/follow-graph
(list
(list "bob" "alice")
(list "carol" "alice")
(list "carol" "bob")
(list "dave" "bob"))))
(feed-test "followers alice" (feed/followers G "alice") (list "bob" "carol"))
(feed-test "followers bob" (feed/followers G "bob") (list "carol" "dave"))
(feed-test "followers unknown" (feed/followers G "zzz") (list))
(feed-test "audience distinct" (feed/audience G) (list "bob" "carol" "dave"))
; ---------- fanout ----------
(define
S
(feed/stream
(list
(feed/activity "alice" "post" "p1" 10 (list))
(feed/activity "alice" "post" "p2" 20 (list))
(feed/activity "bob" "like" "p1" 30 (list)))))
(define IB (feed/fanout S G))
(feed-test "fanout total edges" (feed/count IB) 6)
(feed-test
"inbox bob count"
(feed/count (feed/inbox-for IB "bob"))
2)
(feed-test
"inbox carol count"
(feed/count (feed/inbox-for IB "carol"))
3)
(feed-test
"inbox dave count"
(feed/count (feed/inbox-for IB "dave"))
1)
(feed-test
"inbox alice (follows none)"
(feed/count (feed/inbox-for IB "alice"))
0)
(feed-test
"recipients order"
(feed/recipients IB)
(list "bob" "carol" "dave"))
(feed-test
"bob inbox objects"
(map (fn (a) (get a :object)) (feed/inbox-activities IB "bob"))
(list "p1" "p2"))
(feed-test
"dave inbox objects"
(map (fn (a) (get a :object)) (feed/inbox-activities IB "dave"))
(list "p1"))
(feed-test
"dave inbox verb"
(map (fn (a) (get a :verb)) (feed/inbox-activities IB "dave"))
(list "like"))
; empty graph → no audience → no edges
(feed-test
"empty graph fanout"
(feed/count (feed/fanout S {}))
0)
; actor nobody follows produces no edges
(define
Sghost
(feed/stream (list (feed/activity "ghost" "post" "g1" 5 (list)))))
(feed-test
"unfollowed actor fanout"
(feed/count (feed/fanout Sghost G))
0)
; ---------- high fanout (popular actor) ----------
(define
Gstar
(feed/follow-graph
(list
(list "u1" "star")
(list "u2" "star")
(list "u3" "star")
(list "u4" "star")
(list "u5" "star"))))
(define
Sstar
(feed/stream (list (feed/activity "star" "post" "s1" 1 (list)))))
(feed-test
"star fanout count"
(feed/count (feed/fanout Sstar Gstar))
5)
(feed-test "star audience size" (len (feed/audience Gstar)) 5)
; ---------- mutual follow ----------
(define Gmut (feed/follow-graph (list (list "a" "b") (list "b" "a"))))
(define
Smut
(feed/stream
(list
(feed/activity "a" "post" "pa" 1 (list))
(feed/activity "b" "post" "pb" 2 (list)))))
(define IBmut (feed/fanout Smut Gmut))
(feed-test "mutual total" (feed/count IBmut) 2)
(feed-test
"mutual a gets pb"
(map (fn (x) (get x :object)) (feed/inbox-activities IBmut "a"))
(list "pb"))
(feed-test
"mutual b gets pa"
(map (fn (x) (get x :object)) (feed/inbox-activities IBmut "b"))
(list "pa"))
; ---------- dedupe ----------
(define
Sdup2
(feed/stream
(list
(feed/activity "alice" "post" "p1" 1 (list))
(feed/activity "alice" "post" "p1" 9 (list))
(feed/activity "alice" "post" "p2" 2 (list)))))
(feed-test
"dedupe-activities collapses dup"
(feed/count (feed/dedupe-activities Sdup2))
2)
(feed-test
"dedupe-activities keeps distinct"
(map
(fn (a) (get a :object))
(feed/items (feed/dedupe-activities Sdup2)))
(list "p1" "p2"))
(define
Slikes
(feed/stream
(list
(feed/activity "alice" "like" "X" 1 (list))
(feed/activity "bob" "like" "X" 2 (list))
(feed/activity "carol" "like" "Y" 3 (list)))))
(feed-test
"collapse cross-actor likes"
(feed/count (feed/dedupe-collapse Slikes))
2)
(feed-test
"collapse keeps distinct objects"
(map
(fn (a) (get a :object))
(feed/items (feed/dedupe-collapse Slikes)))
(list "X" "Y"))
(feed-test
"activity-key shape"
(feed/activity-key (feed/activity "a" "post" "o" 0 (list)))
(list "a" "post" "o"))
(feed-test
"collapse-key shape"
(feed/collapse-key (feed/activity "a" "like" "o" 0 (list)))
(list "like" "o"))
; cross-post: alice posts p1 twice → bob's inbox has it twice → dedupe-inbox → once
(define
Scross
(feed/stream
(list
(feed/activity "alice" "post" "p1" 1 (list))
(feed/activity "alice" "post" "p1" 5 (list)))))
(define IBcross (feed/fanout Scross G))
(feed-test
"cross-post raw bob count"
(feed/count (feed/inbox-for IBcross "bob"))
2)
(feed-test
"cross-post deduped bob count"
(feed/count (feed/inbox-for (feed/dedupe-inbox IBcross) "bob"))
1)
(feed-test
"dedupe-inbox keeps distinct receivers"
(feed/count (feed/dedupe-inbox IBcross))
2)

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; Follow-up — feed/home capstone pipeline. (feed-test name got expected)
; alice follows star and bob (edges: follower followee)
(define
G
(feed/follow-graph (list (list "alice" "star") (list "alice" "bob"))))
; star posts s1 then s2; bob posts b1; star re-posts s1 (cross-post dup);
; zoe posts z1 (alice does NOT follow zoe)
(define
S
(feed/stream
(list
(feed/activity "star" "post" "s1" 10 (list))
(feed/activity "star" "post" "s2" 20 (list))
(feed/activity "bob" "post" "b1" 15 (list))
(feed/activity "star" "post" "s1" 5 (list))
(feed/activity "zoe" "post" "z1" 30 (list)))))
(define rec (feed/recency 100 10))
(feed-test
"home count (deduped, followed only)"
(feed/count (feed/home S G "alice" feed/permit-public? rec 10))
3)
(feed-test
"home order by recency"
(map
(fn (a) (get a :object))
(feed/items (feed/home S G "alice" feed/permit-public? rec 10)))
(list "s2" "b1" "s1"))
(feed-test
"home excludes unfollowed zoe"
(feed/-elem?
"z1"
(map
(fn (a) (get a :object))
(feed/items (feed/home S G "alice" feed/permit-public? rec 10))))
false)
(feed-test
"home top-2"
(map
(fn (a) (get a :object))
(feed/items (feed/home S G "alice" feed/permit-public? rec 2)))
(list "s2" "b1"))
(feed-test
"home dedupes cross-post (one s1)"
(len
(filter
(fn (o) (equal? o "s1"))
(map
(fn (a) (get a :object))
(feed/items
(feed/home S G "alice" feed/permit-public? rec 10)))))
1)
; ACL applied per-viewer in the home pipeline
(define
Sacl
(feed/stream
(list (feed/normalize {:actor "star" :object "pub" :at 20}) (feed/normalize {:actor "star" :object "sec" :visible-to (list "carol") :at 25}))))
(define Gacl (feed/follow-graph (list (list "alice" "star"))))
(feed-test
"home hides activity alice not permitted"
(map
(fn (a) (get a :object))
(feed/items (feed/home Sacl Gacl "alice" feed/permit-acl? rec 10)))
(list "pub"))

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; Phase 4 — visibility (ACL) + federation, and the end-to-end timeline.
; (feed-test name got expected)
; ---------- ACL visibility ----------
; pub: public. sec: bob, allows carol. dm: frank, allows dave.
(define
C
(feed/stream
(list
(feed/normalize {:actor "alice" :object "pub" :at 10})
(feed/normalize {:actor "bob" :object "sec" :visible-to (list "carol") :at 20})
(feed/normalize {:actor "frank" :object "dm" :visible-to (list "dave") :at 30}))))
(feed-test
"public visible to anyone"
(feed/count (feed/visible C "zoe" feed/permit-acl?))
1)
(feed-test
"carol sees allowlisted + public"
(feed/count (feed/visible C "carol" feed/permit-acl?))
2)
(feed-test
"dave sees dm + public"
(feed/count (feed/visible C "dave" feed/permit-acl?))
2)
(feed-test
"author always sees own private"
(feed/count (feed/visible C "frank" feed/permit-acl?))
2)
(feed-test
"permit-public? lets all through"
(feed/count (feed/visible C "zoe" feed/permit-public?))
3)
(feed-test
"visible objects for dave"
(map
(fn (a) (get a :object))
(feed/items (feed/visible C "dave" feed/permit-acl?)))
(list "pub" "dm"))
; per-viewer: same stream, different timelines
(feed-test
"zoe timeline differs from carol"
(not
(=
(feed/count (feed/visible C "zoe" feed/permit-acl?))
(feed/count (feed/visible C "carol" feed/permit-acl?))))
true)
; ---------- federation: merge / ingest ----------
(define
L
(feed/stream
(list
(feed/activity "alice" "post" "p1" 10 (list))
(feed/activity "alice" "post" "p2" 20 (list)))))
(define
P
(feed/stream
(list
(feed/activity "alice" "post" "p2" 20 (list))
(feed/activity "peer" "post" "p9" 25 (list)))))
(feed-test "merge concatenates" (feed/count (feed/merge L P)) 4)
(feed-test
"ingest dedupes overlap"
(feed/count (feed/ingest L P))
3)
(feed-test
"inbound normalizes + ingests"
(feed/count (feed/inbound L (list {:actor "peer" :object "p9" :at 25} {:actor "alice" :object "p1" :at 10})))
3)
; backfill via injected fetch-fn
(define peer-history (fn (peer-id) (list {:actor peer-id :object "h1" :at 1} {:actor peer-id :object "h2" :at 2})))
(feed-test
"backfill merges peer history"
(feed/count (feed/backfill L peer-history "remote"))
4)
(feed-test
"backfill objects present"
(map
(fn (a) (get a :object))
(feed/items
(feed/by-actor (feed/backfill L peer-history "remote") "remote")))
(list "h1" "h2"))
; ---------- federation: outbound partition ----------
; bob (local), alice@remote + carol@remote (remote) follow star
(define
Gf
(feed/follow-graph
(list
(list "bob" "star")
(list "alice@remote" "star")
(list "carol@remote" "star"))))
(define
Sf
(feed/stream (list (feed/activity "star" "post" "s1" 1 (list)))))
(define
remote?
(fn (id) (feed/-elem? id (list "alice@remote" "carol@remote"))))
(define parts (feed/federate Sf Gf remote?))
(feed-test "local deliveries" (feed/count (get parts :local)) 1)
(feed-test "remote deliveries" (feed/count (get parts :remote)) 2)
(feed-test
"local recipient is bob"
(feed/recipients (get parts :local))
(list "bob"))
; deliver: send-fn receives each remote event, local inbox returned
(define sent (list))
(define send-fn (fn (to act) (set! sent (append sent (list to)))))
(define local-inbox (feed/deliver Sf Gf remote? send-fn))
(feed-test "deliver returns local inbox" (feed/count local-inbox) 1)
(feed-test "deliver sent to both remotes" (len sent) 2)
(feed-test "deliver remote targets" sent (list "alice@remote" "carol@remote"))
; ---------- end-to-end: federated, ACL-filtered, ranked timeline ----------
(define
base
(feed/stream
(list
(feed/normalize {:actor "alice" :object "a1" :at 100})
(feed/normalize {:actor "bob" :object "b1" :visible-to (list "carol") :at 90})
(feed/normalize {:actor "eve" :object "e1" :visible-to (list "dave") :at 80}))))
(define federated (feed/inbound base (list {:actor "peer" :object "x1" :at 110})))
(define rec (feed/recency 120 10))
(define
carol-tl
(feed/timeline federated "carol" feed/permit-acl? rec 3))
; eve's :visible-to excludes carol -> filtered out; peer/alice public, bob allows carol
(feed-test "carol federated timeline count" (feed/count carol-tl) 3)
(feed-test
"carol timeline order (recency)"
(map (fn (a) (get a :object)) (feed/items carol-tl))
(list "x1" "a1" "b1"))
(feed-test
"eve dm excluded from carol"
(feed/-elem? "e1" (map (fn (a) (get a :object)) (feed/items carol-tl)))
false)
(feed-test
"dave sees eve dm not bob"
(map
(fn (a) (get a :object))
(feed/items
(feed/timeline federated "dave" feed/permit-acl? rec 5)))
(list "x1" "a1" "e1"))

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; Follow-up — viewer mute/block filtering. (feed-test name got expected)
(define
S
(feed/stream
(list
(feed/normalize {:actor "alice" :object "P1" :at 1 :tags (list "news")})
(feed/normalize {:actor "bob" :object "P2" :at 2 :tags (list "spam")})
(feed/normalize {:actor "alice" :object "P3" :at 3 :tags (list "cats")})
(feed/normalize {:actor "carol" :object "P4" :at 4 :tags (list "news" "spam")}))))
; ---------- mute actors ----------
(feed-test
"mute bob drops his post"
(map
(fn (a) (get a :object))
(feed/items (feed/mute-actors S (list "bob"))))
(list "P1" "P3" "P4"))
(feed-test
"mute alice drops two"
(feed/count (feed/mute-actors S (list "alice")))
2)
(feed-test
"mute nobody keeps all"
(feed/count (feed/mute-actors S (list)))
4)
; ---------- mute tags ----------
(feed-test
"mute spam tag drops two"
(map
(fn (a) (get a :object))
(feed/items (feed/mute-tags S (list "spam"))))
(list "P1" "P3"))
(feed-test
"mute news+cats leaves spam-only"
(map
(fn (a) (get a :object))
(feed/items (feed/mute-tags S (list "news" "cats"))))
(list "P2"))
; ---------- mute objects ----------
(feed-test
"mute object P3 (thread mute)"
(feed/count (feed/mute-objects S (list "P3")))
3)
; ---------- combined prefs ----------
(feed-test
"apply-prefs actors + tags"
(map
(fn (a) (get a :object))
(feed/items (feed/apply-prefs S {:mute-actors (list "bob") :mute-tags (list "cats")})))
(list "P1" "P4"))
(feed-test
"apply-prefs empty keeps all"
(feed/count (feed/apply-prefs S {}))
4)
(feed-test
"apply-prefs all three filters"
(map
(fn (a) (get a :object))
(feed/items (feed/apply-prefs S {:mute-objects (list "P3") :mute-actors (list "carol") :mute-tags (list "spam")})))
(list "P1"))

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; Follow-up — notification feed over an inbox. (feed-test name got expected)
; an inbox is a stream of {:to receiver :activity act} events
(define mk-ev (fn (to act) {:activity act :to to}))
(define
IB
(feed/stream
(list
(mk-ev "alice" (feed/activity "bob" "like" "P" 10 (list)))
(mk-ev "alice" (feed/activity "carol" "like" "P" 20 (list)))
(mk-ev "alice" (feed/activity "dave" "reply" "Q" 30 (list)))
(mk-ev "bob" (feed/activity "eve" "like" "R" 40 (list))))))
; ---------- raw notifications ----------
(feed-test
"alice notification count"
(feed/count (feed/notifications IB "alice"))
3)
(feed-test
"bob notification count"
(feed/count (feed/notifications IB "bob"))
1)
(feed-test
"zoe no notifications"
(feed/count (feed/notifications IB "zoe"))
0)
; ---------- verb filtering ----------
(feed-test
"alice likes only"
(feed/count (feed/notify-verbs IB "alice" (list "like")))
2)
(feed-test
"alice replies only"
(feed/count (feed/notify-verbs IB "alice" (list "reply")))
1)
(feed-test
"alice like+reply"
(feed/count (feed/notify-verbs IB "alice" (list "like" "reply")))
3)
(feed-test
"alice follow (none)"
(feed/count (feed/notify-verbs IB "alice" (list "follow")))
0)
; ---------- digest ----------
(define dig (feed/notify-digest IB "alice"))
(feed-test "digest group count" (len dig) 2)
(feed-test
"digest sorted by key (like|P before reply|Q)"
(map (fn (g) (get g :object)) dig)
(list "P" "Q"))
(feed-test
"like group actors"
(get (nth dig 0) :actors)
(list "bob" "carol"))
(feed-test "like group count" (get (nth dig 0) :count) 2)
(feed-test "like group verb" (get (nth dig 0) :verb) "like")
(feed-test "reply group count" (get (nth dig 1) :count) 1)
(feed-test
"reply group actors"
(get (nth dig 1) :actors)
(list "dave"))
(feed-test "empty digest for zoe" (feed/notify-digest IB "zoe") (list))

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; Follow-up — pagination (offset + cursor). (feed-test name got expected)
; ---------- offset / limit ----------
(define
O
(feed/stream
(list
(feed/activity "u" "post" "o1" 1 (list))
(feed/activity "u" "post" "o2" 2 (list))
(feed/activity "u" "post" "o3" 3 (list))
(feed/activity "u" "post" "o4" 4 (list))
(feed/activity "u" "post" "o5" 5 (list)))))
(feed-test
"page 1"
(map
(fn (a) (get a :object))
(feed/items (feed/page O 0 2)))
(list "o1" "o2"))
(feed-test
"page 2"
(map
(fn (a) (get a :object))
(feed/items (feed/page O 2 2)))
(list "o3" "o4"))
(feed-test
"page 3 (partial)"
(map
(fn (a) (get a :object))
(feed/items (feed/page O 4 2)))
(list "o5"))
(feed-test
"page past end empty"
(feed/count (feed/page O 10 2))
0)
(feed-test "page-count 5/2 = 3" (feed/page-count O 2) 3)
(feed-test "page-count 5/5 = 1" (feed/page-count O 5) 1)
; ---------- cursor (recency) ----------
(define
R
(feed/stream
(list
(feed/activity "u" "post" "a" 50 (list))
(feed/activity "u" "post" "b" 40 (list))
(feed/activity "u" "post" "c" 30 (list))
(feed/activity "u" "post" "d" 20 (list))
(feed/activity "u" "post" "e" 10 (list)))))
(define p1 (feed/page-before R 100 2))
(feed-test
"cursor page 1 newest first"
(map (fn (a) (get a :object)) (feed/items p1))
(list "a" "b"))
(feed-test "next cursor after page 1" (feed/next-cursor p1) 40)
(define p2 (feed/page-before R (feed/next-cursor p1) 2))
(feed-test
"cursor page 2"
(map (fn (a) (get a :object)) (feed/items p2))
(list "c" "d"))
(feed-test "next cursor after page 2" (feed/next-cursor p2) 20)
(define p3 (feed/page-before R (feed/next-cursor p2) 2))
(feed-test
"cursor page 3 (partial)"
(map (fn (a) (get a :object)) (feed/items p3))
(list "e"))
(feed-test
"empty page nil cursor"
(feed/next-cursor (feed/page-before R 5 2))
nil)
(feed-test
"after cursor loads newer"
(map
(fn (a) (get a :object))
(feed/items (feed/recent (feed/after R 30))))
(list "a" "b"))
(feed-test
"before cursor count"
(feed/count (feed/before R 30))
2)

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; Phase 3 — aggregation + ranking. (feed-test name got expected)
; ---------- aggregation ----------
(define
A
(feed/stream
(list
(feed/activity "alice" "post" "p1" 5 (list))
(feed/activity "alice" "post" "p2" 15 (list))
(feed/activity "bob" "post" "p3" 25 (list))
(feed/activity "alice" "like" "p1" 35 (list)))))
(feed-test "actor-counts" (feed/actor-counts A) {:alice 3 :bob 1})
(feed-test "object-counts" (feed/object-counts A) {:p2 1 :p3 1 :p1 2})
(feed-test
"group-by actor alice len"
(len (get (feed/group-by A feed/actor) "alice"))
3)
(feed-test
"group-count empty"
(feed/group-count feed/empty feed/actor)
{})
; day bucketing
(define
D
(feed/stream
(list
(feed/activity "alice" "post" "p1" 5 (list))
(feed/activity "alice" "post" "p2" 8 (list))
(feed/activity "alice" "post" "p3" 12 (list)))))
(feed-test "feed/day floor" (feed/day 12 10) 1)
(feed-test "feed/day same bucket" (feed/day 8 10) 0)
(feed-test "by-actor-day" (feed/by-actor-day D 10) {:alice#0 2 :alice#1 1})
; ---------- recency ----------
(define rec (feed/recency 100 10))
(feed-test
"recency at=now -> 1"
(rec (feed/activity "x" "post" "o" 100 (list)))
1)
(feed-test
"recency age=hl -> .5"
(rec (feed/activity "x" "post" "o" 90 (list)))
0.5)
(feed-test
"recency age=2hl -> .25"
(rec (feed/activity "x" "post" "o" 80 (list)))
0.25)
; ---------- velocity ----------
(define vel (feed/velocity D 10))
(feed-test
"velocity burst (at=12)"
(vel (feed/activity "alice" "post" "z" 12 (list)))
3)
(feed-test
"velocity mid (at=8)"
(vel (feed/activity "alice" "post" "z" 8 (list)))
2)
(feed-test
"velocity first (at=5)"
(vel (feed/activity "alice" "post" "z" 5 (list)))
1)
(feed-test
"velocity other actor"
(vel (feed/activity "bob" "post" "z" 12 (list)))
0)
; ---------- engagement ----------
(define eng (feed/engagement A))
(feed-test
"engagement p1"
(eng (feed/activity "x" "post" "p1" 0 (list)))
2)
(feed-test
"engagement p2"
(eng (feed/activity "x" "post" "p2" 0 (list)))
1)
; ---------- composite ----------
(define
cmp1
(feed/composite (list (list 2 (fn (a) (get a :at))))))
(feed-test
"composite single part"
(cmp1 (feed/activity "x" "post" "o" 5 (list)))
10)
(define
cmp2
(feed/composite
(list
(list 2 (fn (a) (get a :at)))
(list 3 (fn (a) 1)))))
(feed-test
"composite two parts"
(cmp2 (feed/activity "x" "post" "o" 5 (list)))
13)
; ---------- ranking ----------
(define
R
(feed/stream
(list
(feed/activity "u" "post" "oC" 80 (list))
(feed/activity "u" "post" "oA" 100 (list))
(feed/activity "u" "post" "oB" 90 (list)))))
(feed-test
"rank by recency objects"
(map (fn (a) (get a :object)) (feed/items (feed/rank R rec)))
(list "oA" "oB" "oC"))
(feed-test
"top-2 by recency"
(map (fn (a) (get a :object)) (feed/items (feed/top R rec 2)))
(list "oA" "oB"))
(feed-test "top-2 count" (feed/count (feed/top R rec 2)) 2)
; constant score -> tiebreak by :at descending
(define
T
(feed/stream
(list
(feed/activity "u" "post" "f" 10 (list))
(feed/activity "u" "post" "g" 30 (list))
(feed/activity "u" "post" "h" 20 (list)))))
(feed-test
"tiebreak at-desc"
(map
(fn (a) (get a :object))
(feed/items (feed/rank T (fn (a) 0))))
(list "g" "h" "f"))
; equal score AND equal :at -> stable input order
(define
E
(feed/stream
(list
(feed/activity "u" "post" "first" 50 (list))
(feed/activity "u" "post" "second" 50 (list)))))
(feed-test
"stable equal-key input order"
(map
(fn (a) (get a :object))
(feed/items (feed/rank E (fn (a) 0))))
(list "first" "second"))
(feed-test
"with-scores attaches score"
(get (nth (feed/items (feed/with-scores R rec)) 1) :score)
1)
(feed-test "rank preserves count" (feed/count (feed/rank A rec)) 4)

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; Follow-up — conversation threading via :reply-to closure. (feed-test name got expected)
(define
S
(feed/stream
(list
(feed/normalize {:actor "a" :object "root" :at 1})
(feed/normalize {:actor "b" :object "r1" :at 2 :verb "reply" :reply-to "root"})
(feed/normalize {:actor "c" :object "r2" :at 3 :verb "reply" :reply-to "root"})
(feed/normalize {:actor "d" :object "r3" :at 4 :verb "reply" :reply-to "r1"})
(feed/normalize {:actor "e" :object "x" :at 5}))))
; ---------- direct replies ----------
(feed-test "direct replies to root" (feed/reply-count S "root") 2)
(feed-test "direct replies to r1" (feed/reply-count S "r1") 1)
(feed-test "no replies to r3" (feed/reply-count S "r3") 0)
(feed-test
"replies objects to root"
(map (fn (a) (get a :object)) (feed/items (feed/replies S "root")))
(list "r1" "r2"))
; ---------- thread closure ----------
(feed-test
"thread objects root (transitive)"
(feed/thread-objects S "root")
(list "root" "r1" "r2" "r3"))
(feed-test
"thread root chronological"
(map (fn (a) (get a :object)) (feed/items (feed/thread S "root")))
(list "root" "r1" "r2" "r3"))
(feed-test "thread size root" (feed/thread-size S "root") 4)
(feed-test
"thread excludes unrelated x"
(feed/-elem?
"x"
(map (fn (a) (get a :object)) (feed/items (feed/thread S "root"))))
false)
; ---------- sub-thread ----------
(feed-test
"thread from r1 (sub-tree)"
(map (fn (a) (get a :object)) (feed/items (feed/thread S "r1")))
(list "r1" "r3"))
(feed-test "thread size r1" (feed/thread-size S "r1") 2)
(feed-test "leaf thread is itself" (feed/thread-size S "r3") 1)
(feed-test "unrelated thread is itself" (feed/thread-size S "x") 1)

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; Follow-up — trending objects/actors by recent activity. (feed-test name got expected)
; window (50,100]: X@60,X@70 (a), Y@80 (b), Z@90 (c); W@40 is too old
(define
S
(feed/stream
(list
(feed/activity "a" "post" "X" 60 (list))
(feed/activity "a" "post" "X" 70 (list))
(feed/activity "b" "post" "Y" 80 (list))
(feed/activity "c" "post" "Z" 90 (list))
(feed/activity "d" "post" "W" 40 (list)))))
; ---------- trending objects ----------
(feed-test
"trending count (3 in window)"
(len (feed/trending S 100 50 10))
3)
(feed-test
"trending top object"
(get
(nth (feed/trending S 100 50 10) 0)
:object)
"X")
(feed-test
"trending top count"
(get
(nth (feed/trending S 100 50 10) 0)
:count)
2)
(feed-test
"trending order (count desc, key asc tiebreak)"
(map
(fn (e) (get e :object))
(feed/trending S 100 50 10))
(list "X" "Y" "Z"))
(feed-test
"trending top-2"
(map
(fn (e) (get e :object))
(feed/trending S 100 50 2))
(list "X" "Y"))
(feed-test
"old object W excluded"
(feed/-elem?
"W"
(map
(fn (e) (get e :object))
(feed/trending S 100 50 10)))
false)
(feed-test
"narrow window keeps only newest"
(map
(fn (e) (get e :object))
(feed/trending S 100 15 10))
(list "Z"))
(feed-test
"empty window -> nothing"
(feed/trending S 100 5 10)
(list))
; ---------- trending actors ----------
(feed-test
"trending actor top"
(get
(nth (feed/trending-actors S 100 50 10) 0)
:actor)
"a")
(feed-test
"trending actor count"
(get
(nth (feed/trending-actors S 100 50 10) 0)
:count)
2)
(feed-test
"trending actors order"
(map
(fn (e) (get e :actor))
(feed/trending-actors S 100 50 10))
(list "a" "b" "c"))

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; feed/thread — conversation threading. A reply carries :reply-to <parent-object>
; (normalize preserves it). A thread is the transitive closure over :reply-to from
; a root object: root + replies + replies-to-replies, gathered chronologically.
;
; Requires: lib/feed/normalize.sx, lib/feed/stream.sx, lib/feed/fanout.sx
; (feed/-elem?, feed/-distinct).
; direct replies to an object
(define
feed/replies
(fn
(stream object)
(feed/filter stream (fn (a) (equal? (get a :reply-to) object)))))
(define
feed/reply-count
(fn (stream object) (feed/count (feed/replies stream object))))
; iterate f from x until the result stops growing (set-closure fixpoint)
(define
feed/-fixpoint
(fn
(f x)
(let
((nx (f x)))
(if (= (len nx) (len x)) x (feed/-fixpoint f nx)))))
; the set of object-ids in the thread rooted at `root`
(define
feed/thread-objects
(fn
(stream root)
(let
((all (feed/items stream)))
(feed/-fixpoint
(fn
(acc)
(feed/-distinct
(append
acc
(map
(fn (a) (get a :object))
(filter (fn (a) (feed/-elem? (get a :reply-to) acc)) all)))))
(list root)))))
; the full thread as a chronological stream (root + all descendants)
(define
feed/thread
(fn
(stream root)
(let
((objs (feed/thread-objects stream root)))
(feed/sort-by-at
(feed/filter stream (fn (a) (feed/-elem? (get a :object) objs)))))))
; how many activities are in the thread (root counts as 1)
(define
feed/thread-size
(fn (stream root) (feed/count (feed/thread stream root))))

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; feed/trending — what's hot right now: objects (or actors) ranked by activity
; count within a recency window. Deterministic: count descending, ties broken by
; key ascending (entries are pre-sorted by key, then stable grade-down by count).
;
; Requires: lib/feed/stream.sx, lib/feed/aggregate.sx (object/actor-counts),
; lib/feed/rank.sx (feed/-desc-by).
; activities within (now-window, now]
(define
feed/-recent
(fn
(stream now window)
(feed/filter
stream
(fn (a) (and (<= (get a :at) now) (> (get a :at) (- now window)))))))
; counts dict -> top-N entries {label key, :count n}, count desc, key asc
(define
feed/-top-counts
(fn
(counts label n)
(let
((entries (map (fn (k) (assoc {:count (get counts k)} label k)) (sort (keys counts)))))
(take (feed/-desc-by entries (fn (e) (get e :count))) n))))
; top-N trending objects in the window
(define
feed/trending
(fn
(stream now window n)
(feed/-top-counts
(feed/object-counts (feed/-recent stream now window))
:object n)))
; top-N most active actors in the window
(define
feed/trending-actors
(fn
(stream now window n)
(feed/-top-counts
(feed/actor-counts (feed/-recent stream now window))
:actor n)))

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# Abstraction Radar — backlog
Maintained by the read-only `radar` loop (see `plans/agent-briefings/radar-loop.md`).
Detection only — implementation is a separate, coordinated step owned by the
relevant subsystem loop, never by radar.
**AHA gate to reach _Proposed_:** ≥3 real consumers · all past Phase 2 & API-stable ·
structurally identical (file:line evidence) · a natural home (usually NOT lib/guest).
Anything short → _Watching_ (what's missing) or _Rejected_ (why).
---
## Last scan
- **Date:** 2026-06-06 (radar loop, pass 8)
- **Pass 8 — fleet expanded by 4 app-domain loops** (the briefing's anticipated
`commerce`/`identity` arrivals, auto-picked up by dynamic discovery). All early-stage,
**pre-Phase-2 → moving targets, none count toward any gate yet**:
- `commerce` (Phase 1: `api/cart/catalog/price`). Its "per-line audit" is a cost
*breakdown view* (`api.sx:44`), **not** an append-only decision log → NOT a W4
consumer.
- `events` (Phase 1: `calendar.sx`, RRULE expansion).
- `identity` (early: `session/token`). Defers authZ to acl (`token.sx:15`) — reinforces
W2's "delegate `permit?` to acl-on-sx" routing; identity = authN, acl = authZ.
- `content` (just-started: `block.sx`).
These are the future consumers W2/W3 are waiting on — re-check their per-viewer filters
/ pagination once each clears Phase 2. No new gate-clearer this pass.
- **Pass 7:** **A1 jumped 4→6 adopters**`acl` + `mod` migrated to the shared
conformance driver (first app-domain adopters; proves it generalizes past substrates).
`host-persist` closed its blob-adapter blocker (durable storage adapter now landing →
W4 migration path opening). search shipped proximity/NEAR; flow + persist quiescent.
- **Pass 6:** new worktree **`host-persist`** (active — building persist's durable host
adapter); `feed` went quiescent (left tmux). acl shipped hardening (+25), fed-sx-m1 at
Step 6c. **mod loop independently wrote a shared-plumbing note** (`mod-on-sx.md`,
538b8a53) corroborating W4/W5 — folded its claims + home disagreements into W1/W4/W5.
No new gate-clearer (audit log still 2 consumers), but consumers are now API-stable.
- **Pass 5:** search (+highlight/snippet) and fed-sx-m1 (+follower_graph) moved; rest
unchanged. Filename census: `api`×6, `fed`×3, then `schema/rank/query/page/explain/
engine/batch/audit`×2. Examined the ×6 `api.sx` → Rejected (shared name, divergent
structure incl. implicit-vs-explicit-state contract). rank/batch/engine all ≤2 +
substrate/domain-divergent → no new gate-clearer.
- **Pass 4:** no churn vs pass 3 (same worktrees/tmux/HEADs/adopters). Swept audit+explain
surfaces: acl/mod share an append-only-log shape (→ sharpened W4 with persist/log API
evidence) and a proof-explain shape (→ new W5, substrate-bound). No new gate-clearer.
- **Pass 3 (earlier today):** subsystem set + tmux + A1 adopters (4) all unchanged vs pass 2. Loops
advanced: acl shipped Phase 4 federation; search shipped Phase 4 + pagination; feed
shipped pagination/threading; mod at Ext 19 (capstone); persist did a worked acl-grants
migration (W4). New shape found: offset/limit pagination → folded into W3.
- **Subsystem set discovered:** loop worktrees `acl, erlang, fed-prims, fed-sx-m1,
feed, flow, go, kernel, mod, ocaml, persist, radar, ruby, search,
sx-vm-extensions`; main-repo `lib/*` incl. merged `feed` + substrates (`apl,
common-lisp, datalog, erlang, forth, go, haskell, hyperscript, js, lua, minikanren,
ocaml, prolog, scheme, smalltalk, tcl`) + `lib/guest`.
Actively looping (tmux): `acl, fed-sx-m1, feed, flow, mod, persist, search`
(+ radar).
- **New since pass 1:** worktrees `kernel` (empty/unset — not yet a repo) and `ocaml`
(`lib/ocaml/baseline` only). Both early-stage, prePhase 2 → out of proposal scope.
- Re-enumerate every pass; new loops (e.g. a future `commerce`/`identity`) auto-join.
---
## Proposed (cleared the gate)
### A1 · Adopt the shared conformance driver across subsystems
- **Pattern:** every subsystem hand-rolls a near-identical `conformance.sh`
(epoch-load → eval → scoreboard emit) and an inline `<x>-test name got expected`
pass/fail counter.
- **Consumers (≥3, overwhelming):** 15 `lib/*/conformance.sh` — `apl, feed, datalog,
flow, mod, lua, erlang, forth, go, common-lisp, haskell, js, ocaml, prolog,
smalltalk, tcl`.
- **Home:** `lib/guest` — the one legitimate exception (the shared driver
`lib/guest/conformance.sh` + `lib/guest/conformance.sx` already exist; modes
`dict` and `counters`).
- **Status: IN PROGRESS — 6 adopters (pass 7).** `prolog` (dict), `haskell` (counters),
`apl` (dict), `datalog` (dict), and **`acl` (dict) + `mod` (dict), newly migrated this
pass** — all 3-line exec shims into `lib/guest/conformance.sh` with a `conformance.conf`.
**acl + mod are the first *app-domain* adopters** (not language substrates) — strong
evidence the driver generalizes beyond the substrate layer, which was the open question.
The `apl` migration earlier *surfaced a latent bug*: the old awk extractor
under-counted `pipeline` (40 vs the real 152 assertions); true apl total is **562**,
not 450 — evidence that adopting the driver also improves correctness.
- **Not a target (different harness shape):** `lua/conformance.sh` is a Python runner
(`lib/lua/conformance.py`) that walks real `*.lua` source files via `lua-eval-ast`
and classifies pass/fail/timeout — it does not run SX `deftest` suites with a
counter/dict scoreboard, so the shared driver does not fit. Excluded, not pending.
- **Remaining hand-rolled candidates (~120220 lines each):** `common-lisp, erlang,
feed, forth, go, js, ocaml, smalltalk, tcl` — each its OWN loop's migration when
quiescent. (`search` + `lua` excluded: different harness shapes — search assembles a
Haskell source string, lua walks real `*.lua` files.)
- **Action:** each remaining subsystem's OWN loop migrates when quiescent — add a
`conformance.conf` (+ a `test-harness.sx` preload defining its counters) and
replace `conformance.sh` with the 1-line exec shim
(`exec bash …/guest/conformance.sh …/conformance.conf "$@"`). Recipe template:
`lib/haskell/conformance.conf` (counters) or `lib/prolog/conformance.conf` (dict).
Keep the `bash lib/X/conformance.sh` entry point so no loop is disrupted.
- **Priority: HIGH** (15 consumers, low risk, interface-preserving, additive).
---
## Watching (real but not yet through the gate)
### W1 · Federation scaffold (merge / ingest / backfill / trust-gate)
- **FAILS the structural-identity gate (deep-dived 2026-06-06, all 4 read).** Consumer
count is met (4) but they are *superficially* similar, not structurally identical —
the federated unit and merge op differ fundamentally:
| Subsystem (file) | Federated unit | Merge op | Trust gate | Injected transport |
|---|---|---|---|---|
| feed (`fed.sx:14,18,40`) | activity streams | dedupe by `(actor verb object)` | none (visibility via `permit?` separately) | `send-fn`, `fetch-fn` |
| search (`fed.sx:8`) | inverted indices | relabel DocId `peer*1000+local` + union posting lists | none | none (pure merge fn) |
| mod (`fed.sx:11-14,99`) | moderation decisions | advisory-list vs applied-list; bind iff `mod/trusted?` | **yes — runtime list** `mod/trusted? peer scope` | mock outbox / `fed-send!` |
| acl (`federation.sx:43,56`) | Datalog delegate facts | pull facts, gate by `trust`/`level_covers` rule, re-saturate | **yes — Datalog rule** at query time | `transport` dict |
- **The ONLY real commonality is the injection seam**, not extractable code: every one
says "the real transport is `fed-sx`'s job; inject `send-fn`/`fetch-fn`/`transport`/
outbox and mock it in tests." That is an architectural *convention the fleet already
follows*, and the trust gate (where present) is implemented two incompatible ways
(runtime list vs declarative rule). No shared merge, no shared trust mechanism.
- **Disposition:** do NOT extract a shared "federation lib." When `fed-sx` ships its
real transport, these 4 become its *consumers* (wiring `send-fn`/`fetch-fn`/`transport`
to it) — that work belongs to each subsystem's loop + the `fed-sx` loop, not a
cross-cutting extraction. Stop re-proposing on the shared name. Home: `fed-sx`.
- **Narrower sub-claim (mod note, pass 6):** mod asserts the *fed trust/outbox* shape
specifically shares between mod+acl. Radar evidence above shows the **trust gate**
mechanism diverges (mod runtime-list vs acl Datalog-rule); the **outbox/propagation
envelope** may share, but that's 2 consumers (mod, acl) on different substrates →
Watching. Resolve at the architecture-merge point if it survives to a 3rd consumer.
### W2 · Per-viewer visibility / permission filter
- **2 shipped consumers, same shape** — `filter <injected-permit> <ranked/candidate stream>`:
- `feed/lib/feed/acl.sx:27` `feed/visible = (feed/filter stream (fn (a) (permit? viewer a)))`,
capstone at `:34` (stream → ACL → rank → top-N). `permit?` injected, sig `(viewer activity)→bool`.
- `search/lib/search/fed.sx:16` `aclFilter permit docs = filter permit docs`;
`topNTfIdfAcl n permit ts idx = take n (aclFilter permit (rankTfIdf ts idx))`.
`permit` injected, sig `DocId→Bool` (viewer baked in by caller).
- **NOT a consumer:** `mod/lib/mod/policy.sx` is moderation policy (reviewer actions),
no per-viewer read filter. So mod won't be the 3rd.
- **Missing:** (a) only 2 consumers, need ≥3; (b) the two interfaces *diverge* —
feed passes `(viewer, item)`, search bakes the viewer in — so any shared form must
pick a convention; (c) both already **inject** the predicate, and the filter body is
literally one line (`filter permit xs`). Leaning toward: the predicate's home is
`acl-on-sx` (`permit?`), and the one-line filter is too thin to extract.
- **Home when ripe:** delegate `permit?` to `acl-on-sx`; do NOT extract the filter.
Re-check if a 3rd genuine per-viewer read filter ships (e.g. events/commerce).
### W3 · Collection helpers (group-by, dedupe-by-key, stable top-N, distinct-order, offset/limit page)
- feed built all of these on APL primitives. search/commerce/events will want
group-by / top-N.
- **NEW (2026-06-06): offset/limit pagination shipped in 2 subsystems, identical shape**
`take limit (drop offset xs)`:
- `feed/lib/feed/page.sx:9` `feed/page` (offset/limit window over a stream).
- `search/lib/search/page.sx:9` `paginate off lim docs = take lim (drop off docs)`.
- NOT a 3rd: `persist/lib/persist/query.sx:5` has a *since-cursor* for incremental log
consumption — resumable-stream semantics, not result windowing. Different shape.
- feed *also* has cursor-by-`:at` recency pagination (`page.sx:21-44`); search has no
cursor. So only the plain offset/limit window is shared, and it is a literal 1-liner.
- **Missing:** ≥3 stable consumers; AND every item here is collection math that belongs
in the **substrate** (APL/Haskell already expose grade/sort/unique/take/drop), not a
shared lib. A 1-line `take/drop` window is far below the extraction threshold. Watch;
revisit only if a non-substrate subsystem needs the same windowing without take/drop.
### W4 · In-memory store fakes → `persist-on-sx`
- Not an abstraction to extract — a migration target. Every subsystem fakes its
store with a mutable list (`feed/-log`, flow store, mod audit, …).
- **Owner:** `persist-on-sx` (in progress). Tracked there, listed here for visibility.
- **Concrete instance (file:line, found pass 4): the append-only decision/audit log.**
`acl/lib/acl/audit.sx` and `mod/lib/mod/audit.sx` are the SAME hand-rolled shape, and
`persist/lib/persist/log.sx` (the persist *log facet*) already implements it durably:
| role | acl/audit.sx | mod/audit.sx | persist/log.sx (target) |
|---|---|---|---|
| log var | `acl-audit-log` :9 | `mod/*audit-log*` :10 | backend stream |
| monotonic seq | `acl-audit-seq` :10 | `mod/*audit-seq*` :11 | per-stream high-water :1 |
| append (auto-seq) | `acl-audit-decide!` | commit :32 | `persist/append` :17 |
| count | `acl-audit-count` :51 | `mod/audit-count` :44 | `persist/count` :12 |
| read-all oldest-first | snapshot/tail :73 | `mod/audit-all` :43 | `persist/read` :29 |
| read seq≥from | — | by-seq | `persist/read-from` :31 |
Both deliberately use a monotonic seq with **no wall-clock** (deterministic/testable) —
identical to persist/log's design. Action when persist's host adapter lands: acl + mod
loops swap their in-memory log for `persist/log`. 2 consumers today; not a new lib —
the home already exists. Belongs to acl/mod loops × persist loop, not an extraction.
- **Cross-loop corroboration (pass 6):** the mod loop independently reached the same
conclusion — `mod/plans/mod-on-sx.md` (commit 538b8a53): *"mod-sx (Prolog) and acl-sx
(Datalog) converged on the same module shape … only the audit log + fed trust/outbox
shapes truly share; extract at the architecture-merge point, refactoring both consumers
atomically, not unilaterally from a loop branch."* Confirms the shape AND the
do-not-extract-unilaterally stance.
- **Home disagreement to resolve at merge:** mod's note proposes lifting the audit-log
primitives into **`lib/guest/`**. Radar routing disagrees: a durable append-only log is
a **`persist-on-sx`** concern (the log facet already exists), not language-impl plumbing.
Hold the line — `lib/guest` is lexer/parser/AST/HM/test-runner, not an event log.
- **Migration is becoming concrete:** new `host-persist` loop (worktree + tmux, pass 6)
is building the durable-storage host adapter persist was blocked on — once it lands,
acl/mod can actually swap to `persist/log`.
### W5 · Proof-tree explanation over a logic-program derivation
- `acl/lib/acl/explain.sx` (reconstructs a canonical proof by goal-directed search over a
saturated Datalog db) and `mod/lib/mod/explain.sx` (renders a Prolog-style proof tree
goal-by-goal with proved/unproved marks + unification bindings) are the same *idea*.
- **Missing / disposition:** only 2 consumers, and they sit on **different substrates**
(acl→`lib/datalog`, mod→`lib/prolog`). Proof reconstruction/rendering is logic-engine
machinery → it belongs in each **substrate** (datalog/prolog), not a shared app lib.
Watch; revisit only if a 3rd logic-backed subsystem reimplements proof explanation.
- **Cross-loop note (pass 6):** mod's note calls `mod/proof-goals` (re-query-each-goal)
generic and proposes lifting it into **`lib/guest/`**. Radar caveat: proof-tree
reconstruction *is* engine-agnostic logic machinery, but `lib/guest` is for
lexer/parser/AST/HM/match/test-runner — a logic-engine proof helper is a poor fit there.
If genuinely shared by ≥3 engines, a `lib/logic`-style substrate helper is the better
home than `lib/guest`. Still 2 consumers → stays Watching either way.
---
## Rejected (considered, declined — do not re-propose)
- **"Continuous auto-implementing abstractor loop."** Rejected at design time: an
agent writing across `lib/<x>/**` breaks the worktree isolation that makes the
fleet safe, and is rewarded for manufacturing premature/wrong abstractions. The
radar is read-only by design. (This file is the alternative.)
- **Shared `api.sx` "public boundary" module (×6).** Rejected pass 4-5: every subsystem
has an `api.sx` (acl, feed, flow, mod, persist, search — a 100% filename match), but it
is a naming *convention for the public entry point*, not a shared structure. They
disagree on the most basic contract: acl/feed use **implicit module state**
(`acl/api.sx` "implicit current db", `feed/api.sx` "single mutable log") while
`persist/api.sx` threads an **explicit backend as every call's first arg**; flow's api
*builds a Scheme env*, search's api *concatenates a Haskell source string*, mod's is a
*lifecycle state-machine façade* (17 defs vs persist's 1). Same role, no common shape —
the W1 coincidental-resemblance trap. Do not re-propose on the filename.
- **Dumping app-domain plumbing into `lib/guest`.** Rejected: `lib/guest` is for
language-implementation plumbing. App patterns route to acl/fed-sx/persist/
substrate/host instead (see the routing rule in the briefing).

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# abstraction-radar loop agent (read-only scout)
Role: continuously scan **all** rose-ash subsystems for genuine abstraction /
deduplication opportunities and maintain a ranked, evidence-backed backlog at
`plans/abstractions.md`. You are a **scout, not an implementer** — you detect and
document; you never refactor across subsystems.
```
description: abstraction-radar (read-only scout)
subagent_type: general-purpose
run_in_background: true
isolation: worktree
```
## Prompt
You are the sole background agent on branch `loops/radar`, worktree
`/root/rose-ash-loops/radar`, forever. Self-paced. Your ONLY writes are to
`plans/abstractions.md` (and, rarely, refining this briefing). Push to
`origin/loops/radar` after each update. Never touch `main` or `architecture`.
## The one hard rule: you do NOT edit `lib/**` — ever
You read across every subsystem and write findings to `plans/abstractions.md`.
You do **not** implement abstractions, migrate code, or edit any `lib/<x>/**`
file in any worktree. Implementation is a separate, coordinated, human-triggered
step — proposing well is your whole job. An abstractor that writes across
subsystems would collide with the very isolation that keeps the other loops safe;
that is exactly why you are read-only.
## Dynamic discovery — re-enumerate every iteration, never hardcode
The set of subsystems grows as new loops are spawned. Each iteration, rebuild the
list from the filesystem + tmux so newly-added subsystems are automatically in
scope:
1. `ls -d /root/rose-ash-loops/*/` — every loop worktree. For a worktree named `X`,
its in-flight subsystem is `lib/X/` **inside that worktree**
(`/root/rose-ash-loops/X/lib/X/`) — that's the current, possibly-uncommitted
state. Read it there, not from your own worktree.
2. `ls -d /root/rose-ash/lib/*/` — subsystems merged into / dormant on the main repo
(e.g. `feed` once merged, the language substrates `apl`/`haskell`/`prolog`/…).
3. `tmux ls` — which subsystems are actively looping right now (affects whether a
candidate's consumers are "stable" — see the gate).
Treat the union as your scan surface. When a `commerce` or `identity` loop appears
later, step 1 picks it up with no change to you. Note in `abstractions.md` the
date and the subsystem set you scanned, so drift is visible.
## The AHA gate — before ANY candidate goes in the backlog as "proposed"
"Avoid Hasty Abstractions." A wrong shared abstraction is far costlier than the
duplication it replaces. A candidate may be listed as **proposed** only if ALL hold:
- **≥3 real consumers** (not 2 — three independent uses). Fewer → log it under
"Watching" with its consumer count, do not propose.
- **All consumers past Phase 2 and API-stable.** If a consumer's loop is mid-flight
and its interfaces are still moving (`tmux ls` shows it active + its plan has
unchecked early-phase boxes), the pattern is a moving target → "Watching."
- **Structurally identical, not superficially similar.** Show the shared shape with
file:line evidence from each consumer. Coincidental resemblance is the #1 trap.
- **It has a natural home.** And that home is usually **not** `lib/guest` — see the
routing rule below.
Anything failing a gate goes under **Watching** (with what's missing) or
**Rejected** (with why), never silently dropped — so it isn't re-proposed each pass.
## Routing rule — most patterns do NOT belong in lib/guest
`lib/guest` is for **language-implementation plumbing** (lexer/parser/AST/HM/match/
test-runner), and it has its own consumer-gated roadmap. App-subsystem patterns
almost always have a better home — route, don't dump:
| Pattern kind | Home (not lib/guest) |
|---|---|
| per-viewer visibility / permission filter | `acl-on-sx` (delegate to `permit?`) |
| federation scaffold (merge/ingest/backfill/trust) | `fed-sx` |
| durable store / event log / kv | `persist-on-sx` |
| collection math (group-by, dedupe, stable top-N) | the substrate (APL/Haskell/…) |
| HTTP/handler/middleware plumbing | `host-on-sx` |
| conformance/test harness | `lib/guest` (the one real exception — `test-runner.sx` + the shared driver live there) |
If a pattern's home is one of the subsystems, the recommended **action** is "adopt
/ delegate there," and the work belongs to that subsystem's own loop (in its
scope), not to a cross-cutting change.
## Each iteration
1. Re-discover the subsystem set (above). Record it + the date in `abstractions.md`.
2. Pick ONE thread: either deep-dive a "Watching" candidate to gather file:line
evidence and re-test its gates, or sweep for a new recurring shape across the
current set.
3. Update `plans/abstractions.md`: move items between Watching / Proposed /
In-progress (owned by a subsystem loop) / Done / Rejected, with evidence.
4. Keep it ranked by (consumers × effort-saved ÷ risk). Short, factual.
5. Commit (`radar: <one-line finding>`) and push to `origin/loops/radar`.
Do not invent work to look busy: if a pass finds nothing that clears the gate,
record "scanned N subsystems on <date>, no new candidates cleared the gate" and
stop until next iteration. Empty passes are a valid, honest result.
## Gotchas
- SX files: `sx-tree` MCP tools take `file:` not `path:`. But you mostly READ —
prefer `sx_find_across`, `sx_comp_usage`, `sx_comp_list`, `sx_summarise`, plus
`Grep`/`Glob`/`Bash` for cross-worktree scanning.
- `plans/abstractions.md` is a `.md` — edit it with normal Write/Edit, not sx-tree.
- Never run `sx_build`. You don't build anything; you read.
## Style
- Evidence over assertion: every claim cites file:line in ≥3 consumers.
- Honest empty passes. Rejected items stay rejected with a reason.
- One finding per commit. Update. Push. Next.
Go. Read `plans/abstractions.md` (seeded), re-discover the subsystem set, and
advance the highest-value thread.

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# commerce-on-sx: Catalog, cart, pricing & orders on miniKanren
> **DRAFT outline.** The revenue vertical. Depends on `persist-on-sx` (durable
> orders) and `flow-on-sx` (checkout as a durable flow). Don't start before
> persist-on-sx Phase 1 is green.
rose-ash's revenue engine — market (catalog), cart (checkout), orders (SumUp
payment, reconciliation) — has no SX subsystem. The hard part of commerce isn't
CRUD; it's **pricing**: discounts, bundles, tax, membership rates, promotions that
stack (or don't). These are relations, and a relational engine can run them in
multiple directions — forward ("what's the total?") and backward ("what promo code
yields this total?", "which line item triggered the discount?").
That's a miniKanren fit. Pricing/promotion rules are relational; cart and order
*lifecycle* (reserve → pay → fulfil → reconcile) is a durable `flow`; the order
ledger is a `persist` stream. Commerce is the first real **composition** subsystem.
End-state: a catalog model, a relational pricing/promotion engine, a cart with
deterministic totals, and an order lifecycle flow with payment-webhook
reconciliation — all auditable via the event log.
## Status (rolling)
`bash lib/commerce/conformance.sh`**0/0** (not yet started)
## Ground rules
- **Scope:** only `lib/commerce/**` and `plans/commerce-on-sx.md`. May **import**
from `lib/minikanren/`, and (once they exist) `lib/persist/` + `lib/flow/`. Do not
edit substrates.
- **Architecture:** prices/promotions are miniKanren relations over catalog facts;
a cart total is a *deterministic* query result (first solution under a fixed rule
order). Order lifecycle is a `flow` that suspends at the payment IO boundary.
Money is integer minor units — never floats.
- **Determinism:** promotion stacking must have explicit, tested precedence;
totals must be reproducible from the cart + catalog snapshot.
- **Commits:** one feature per commit. Progress log + tick boxes.
## Architecture sketch
```
Catalog + cart Total / order
product(id,price,tags) {:subtotal :discounts :tax :total}
│ ▲
▼ │
lib/commerce/catalog.sx lib/commerce/price.sx
— product / variant / stock facts — miniKanren pricing relations
│ — promo stacking, membership rates
▼ ▲
lib/commerce/cart.sx lib/commerce/order.sx (flow + store)
— line items, quantities — reserve→pay→fulfil→reconcile
│ — SumUp webhook = flow resume
▼ │
lib/commerce/api.sx ── (commerce/add) (commerce/total) (commerce/checkout) ──┘
```
## Phase 1 — Catalog + cart + deterministic totals
- [ ] `catalog.sx` — product/variant/stock as facts
- [ ] `cart.sx` — line items, add/remove/qty
- [ ] `price.sx` — base pricing relation, subtotal; tax
- [ ] `api.sx` + tests + scoreboard + conformance.sh
## Phase 2 — Promotions (relational)
- [ ] promo rules: percentage, fixed, bundle, member rate
- [ ] explicit stacking precedence; "best price" backward query
- [ ] tests: stacking order, mutually-exclusive promos, member vs guest
## Phase 3 — Order lifecycle (flow + store)
- [ ] order flow: reserve stock → await payment → fulfil
- [ ] payment webhook resumes the suspended flow
- [ ] order ledger as a `persist` stream; idempotent reconciliation
## Phase 4 — Reconciliation + federation
- [ ] mismatch detection (paid≠ordered) as queries over the ledger
- [ ] cross-instance catalog (federated marketplace) — out-of-scope stub
- [ ] tests: webhook replay, partial refund, double-charge guard
## Progress log
(loop fills this in)
## Blockers
(loop fills this in)

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# content-on-sx: Documents, blocks & collaborative editing on Smalltalk
> **DRAFT outline.** The CMS vertical — blog, WYSIWYG editor, Ghost sync. Depends
> on `persist-on-sx` (document history as an event log). Ghost/CMS sync stays a thin
> external adapter (Python/FFI) until a native replacement exists.
rose-ash's `blog` domain is content management: a block-based WYSIWYG editor,
navigation, Ghost CMS sync. A document is a tree of live blocks; editing is a
stream of operations; collaboration needs conflict-free merge. That is an object
model — blocks are objects, edits are messages, and a document is the object graph
responding to them. Smalltalk's "everything is an object responding to messages"
maps directly to a block/WYSIWYG model, and a semilattice (CRDT) merge keeps
concurrent edits conflict-free.
End-state: a Smalltalk-on-SX document model (typed blocks, structural ops),
operation log + CRDT merge for collaborative editing, versioning/history via the
event store, and a render boundary to HTML/SX. External CMS (Ghost) sync is an
injected adapter, not core.
## Status (rolling)
`bash lib/content/conformance.sh`**0/0** (not yet started)
## Ground rules
- **Scope:** only `lib/content/**` and `plans/content-on-sx.md`. May **import**
from `lib/smalltalk/`, and (once it exists) `lib/persist/`. Do not edit substrates.
- **Architecture:** a document is an ordered tree of blocks (objects); an edit is a
message (`insert`/`update`/`move`/`delete`); concurrent edits merge via a
commutative (CRDT/semilattice) operation so order doesn't matter. History is the
`persist` event stream; any version is a replay.
- **Determinism:** merge must be commutative + idempotent (test: apply ops in any
order / twice → same document).
- **Commits:** one feature per commit. Progress log + tick boxes.
## Architecture sketch
```
Edit op Rendered document
(insert block after id) ... HTML / SX tree
│ ▲
▼ │
lib/content/block.sx lib/content/render.sx
— typed blocks as objects — block tree → HTML/SX
— heading/text/image/embed — (reuses SX render boundary)
│ ▲
▼ │
lib/content/doc.sx lib/content/merge.sx
— ordered block tree — CRDT/semilattice op merge
— apply op, structural moves — concurrent-edit reconciliation
│ ▲
▼ │
lib/content/api.sx ── (content/edit) (content/render) (content/history) ──┐
│ │
├── op log + versions → persist │
└── Ghost/CMS sync → injected external adapter (thin, non-core) ──┘
```
## Phase 1 — Block document model
- [ ] `block.sx` — typed block objects
- [ ] `doc.sx` — ordered tree, apply edit op, structural moves
- [ ] `render.sx` — block tree → HTML/SX
- [ ] `api.sx` + tests + scoreboard + conformance.sh
## Phase 2 — Op log + versioning
- [ ] edit ops as `persist` events; replay to any version
- [ ] `(content/history doc)`, diff between versions
## Phase 3 — Collaborative merge (CRDT)
- [ ] commutative/idempotent op merge
- [ ] concurrent-edit tests (any order, double-apply → identical)
## Phase 4 — External sync + federation
- [ ] Ghost/CMS sync via injected adapter (import/export)
- [ ] federated documents (peer-authored blocks) — trust-gated stub
- [ ] tests: round-trip import/export, conflict on concurrent external edit
## Progress log
(loop fills this in)
## Blockers
(loop fills this in)

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# events-on-sx: Calendar, ticketing & notification delivery on Datalog
> **DRAFT outline.** The events vertical + the shared notification-delivery edge.
> Depends on `persist-on-sx` (bookings ledger) and `flow-on-sx` (reminders, retrying
> delivery). Pairs with `commerce-on-sx` for paid tickets.
rose-ash's `events` domain is calendar + ticketing: recurring events, availability,
capacity, bookings. Scheduling is constraint reasoning — "is this slot free given
recurrence, capacity, and the attendee's other bookings?" — which is rule
evaluation over facts. Datalog expresses availability, recurrence expansion, and
capacity as rules; a booking is a transaction; reminders and digests are durable
`flow`s. Notification *delivery* (email/push) — needed here and by `feed/notify`
is folded in as an injected transport, extractable later.
End-state: a Datalog-on-SX events layer with recurrence expansion, availability +
capacity rules, transactional booking, and a flow-driven notification dispatcher
(reminders, digests, retries) over an injected transport.
## Status (rolling)
`bash lib/events/conformance.sh`**0/0** (not yet started)
## Ground rules
- **Scope:** only `lib/events/**` and `plans/events-on-sx.md`. May **import** from
`lib/datalog/`, and (once they exist) `lib/persist/` + `lib/flow/`. Do not edit
substrates.
- **Architecture:** events/availability/capacity are Datalog facts + rules;
recurrence expands to occurrence facts within a window; a booking checks rules
then appends a `persist` event (idempotent, capacity-safe). Notifications are flows
that suspend on transport IO and retry on failure.
- **Determinism:** recurrence expansion + availability must be reproducible for a
fixed window + ruleset; capacity checks must be race-safe (no overbooking).
- **Commits:** one feature per commit. Progress log + tick boxes.
## Architecture sketch
```
Event + booking Result
event(id,start,rrule,capacity) {:booked | :full | :conflict} + reminders
│ ▲
▼ │
lib/events/calendar.sx lib/events/availability.sx
— event facts, recurrence (RRULE) — free/busy + capacity rules (Datalog)
— expand occurrences in window │
│ ▲
▼ │
lib/events/booking.sx lib/events/notify.sx (flow)
— transactional, capacity-safe — reminders / digests, retry on fail
— bookings → persist ledger — injected transport (email/push)
│ │
▼ ▼
lib/events/api.sx ── (events/schedule) (events/book) (events/agenda) ──────┘
```
## Phase 1 — Calendar + recurrence
- [ ] `calendar.sx` — event facts, RRULE expansion in a window
- [ ] `availability.sx` — free/busy rules
- [ ] `api.sx` + tests + scoreboard + conformance.sh
## Phase 2 — Ticketing + booking
- [ ] capacity rules; transactional booking → `persist` (no overbooking)
- [ ] paid tickets compose with `commerce` order flow
- [ ] tests: capacity edge, double-book guard, conflict detection
## Phase 3 — Notification delivery (flow)
- [ ] `notify.sx` — reminder/digest flows over injected transport
- [ ] retry/backoff on transport failure (flow suspend/resume)
- [ ] tests: delivery success, retry path, idempotent re-send
- [ ] NOTE: shared with `feed/notify` — candidate for later extraction to a
`delivery-on-sx` once a second consumer is real
## Phase 4 — Federation
- [ ] cross-instance events (peer calendar) — trust-gated stub
- [ ] tests: federated agenda merge
## Progress log
(loop fills this in)
## Blockers
(loop fills this in)

View File

@@ -14,7 +14,7 @@ APL, ACL visibility filtering via `lib/acl/`, federation via fed-sx.
## Status (rolling)
`bash lib/feed/conformance.sh`**0/0** (not yet started)
`bash lib/feed/conformance.sh`**189/189** (Phases 14 + TF-IDF, notifications, home, smart-dedupe, trending, mute, pagination, threading)
## Ground rules
@@ -59,47 +59,118 @@ lib/feed/api.sx lib/feed/fed.sx
## Phase 1 — Stream model + basic ops
- [ ] `lib/feed/normalize.sx` — activity record schema; coerce arbitrary inputs
- [ ] `lib/feed/stream.sx` — APL vector representation; filter by predicate; sort by
- [x] `lib/feed/normalize.sx` — activity record schema; coerce arbitrary inputs
- [x] `lib/feed/stream.sx` — APL vector representation; filter by predicate; sort by
`:at`; take N (`↑`); reverse (`⌽`)
- [ ] `lib/feed/api.sx``(feed/post activity)`, `(feed/all)`
- [ ] `lib/feed/tests/basic.sx`15+ cases: post, query, filter, sort
- [ ] `lib/feed/scoreboard.{json,md}`
- [ ] `lib/feed/conformance.sh`
- [x] `lib/feed/api.sx``(feed/post activity)`, `(feed/all)`
- [x] `lib/feed/tests/basic.sx`30 cases: normalize defaults, filter, sort, take, api
- [x] `lib/feed/scoreboard.{json,md}`
- [x] `lib/feed/conformance.sh`
## Phase 2 — Fanout via outer product
- [ ] follower graph: `followers user → vector of user ids`
- [ ] fanout: activities `∘.×` followers → matrix `(activity, follower)` pairs
- [ ] flatten to inbox events vector
- [ ] dedupe — group by `(actor, verb, object)` collapse to one inbox event per
receiver
- [ ] `lib/feed/tests/fanout.sx` — 20+ cases: small graph, mutual follow, popular
actor (high-fanout), cross-post dedupe
- [x] follower graph: `followers user → vector of user ids` (`feed/follow-graph`,
`feed/followers`; graph = `{followee -> (followers)}` dict)
- [x] fanout: activities `∘.×` audience → matrix via `apl-outer feed/-mk-event`
- [x] flatten to inbox events vector (`feed/-flatten` rank-2 → rank-1)
- [x] dedupe — `feed/dedupe-inbox` by `(to, actor, verb, object)`; also
`feed/dedupe-activities` `(actor verb object)` and `feed/dedupe-collapse`
`(verb object)` for cross-actor likes
- [x] `lib/feed/tests/fanout.sx` — 29 cases: small graph, mutual follow, star
(high-fanout), empty graph, unfollowed actor, cross-post dedupe
## Phase 3 — Aggregation + ranking
- [ ] group-by — `(actor, day) → count` via key-reduce
- [ ] velocity score — recent activity count over window
- [ ] recency score — decay by age
- [ ] composite rank — weighted sum of components
- [ ] top-N per timeline
- [ ] `lib/feed/tests/rank.sx` — 20+ cases: ranking stable on tie, decay shape,
per-user weighting
- [x] group-by — `feed/group-by`/`feed/group-count` key-reduce; `feed/by-actor-day`
buckets `(actor, day)` via `feed/day` (string-joined keys)
- [x] velocity score — `feed/velocity` counts actor's activities in `(at-window, at]`
- [x] recency score — `feed/recency` half-life decay `0.5^(age/hl)`
- [x] composite rank — `feed/composite` weighted sum of `(weight scorer)` parts
- [x] top-N per timeline — `feed/top` = rank then take
- [x] `lib/feed/tests/rank.sx` — 24 cases: decay shape, velocity burst, stable
tie-break, top-N, composite
## Phase 4 — Visibility filter + federation
- [ ] ACL filter — each candidate activity passed through `(acl/permit? viewer :read
activity)`
- [ ] fed-sx outbound — local `feed/post` fans out to remote followers' inboxes
- [ ] fed-sx inbound — peer activities arrive at local inbox
- [ ] backfill on subscribe — request peer history, merge into local stream
- [ ] `lib/feed/tests/integration.sx` — federated timeline with ACL applied
`lib/acl/` and fed-sx don't exist yet and are out of scope (import `lib/apl/`
only), so ACL/transport are injected: `permit?`, `remote?`, `send-fn`, `fetch-fn`
are function parameters. Real acl-sx / fed-sx wire in at the call site unchanged.
- [x] ACL filter — `feed/visible stream viewer permit?`; default `feed/permit-acl?`
reads `:visible-to` allowlist (+ author-sees-own); per-viewer, never cached
- [x] fed-sx outbound — `feed/federate`/`feed/deliver` fan out then partition
local vs remote inboxes; remote events handed to injected `send-fn`
- [x] fed-sx inbound — `feed/inbound` normalizes + `feed/ingest` dedupes peer
activities into the local stream
- [x] backfill on subscribe — `feed/backfill local fetch-fn peer-id`
- [x] `lib/feed/tests/integration.sx` — 22 cases incl. end-to-end
`feed/timeline` (federated → ACL for viewer → recency rank → top-N)
## Progress log
(loop fills this in)
- **Phase 1 done (30/30).** Stream = APL rank-1 array whose ravel holds activity
dicts. `normalize.sx` (record schema + accessors), `stream.sx` (filter via `/`
compress, sort via `⍋` grade-up [stable], take via `↑`, reverse via `⌽`,
by-actor/verb/object/since predicates), `api.sx` (mutable log: post/all/reset!/size).
Substrate: `apl-compress`, `apl-grade-up`, `apl-take`, `apl-reverse`, `make-array`.
Grade-up returns 1-based indices (⎕IO=1), is stable on ties → deterministic sort.
- **Phase 2 done (59/59 total).** `fanout.sx` (graph + `apl-outer` showcase),
`dedupe.sx` (per-key dedupe, first-wins stable). Key APL gotcha: `scalar?` is
true for ANY dict and `disclose` nils a non-array dict, so an apl-outer combiner
MUST `enclose` its event dict — apl-outer discloses it back intact. `apl-unique`
preserves first-occurrence order; dict `keys` order is NOT stable, so
`feed/audience` sorts (else recipient ordering flakes). `apl-compress` needs a
rank-1 array, so the (activity×follower) matrix is flattened to its ravel before
the edge-guard filter.
- **Phase 3 done (83/83 total).** `aggregate.sx` (group-by/count, day buckets) +
`rank.sx` (recency/velocity/engagement scorers, composite, top-N). `sort` is
single-arg ascending only — no comparator — so ranking uses a stable two-pass
`apl-grade-down` (by :at desc, then by score desc) for deterministic tie-breaks.
Dict keys must be strings, so composite group keys are string-joined ("actor#day").
- **Phase 4 done (105/105 total).** `acl.sx` (per-viewer `feed/visible`,
`feed/timeline` capstone) + `fed.sx` (merge/ingest/inbound/backfill/federate/
deliver). ACL/transport are dependency-injected (permit?/remote?/send-fn/fetch-fn)
since lib/acl + fed-sx don't exist. `feed/normalize` now MERGEs defaults over the
raw dict (was projecting to 5 keys) so extra metadata (:visible-to, peer fields)
survives — matches the "flexible bag" principle.
## Blockers
## Roadmap is complete (all 4 phases). Possible follow-ups:
(loop fills this in)
- Wire real acl-sx once `lib/acl/` exists (swap injected `permit?`).
- Wire real fed-sx transport (swap `send-fn`/`fetch-fn`).
- [x] TF-IDF over `:tags` for content ranking — `content.sx`: `feed/tag-df`,
`feed/tag-idf` (log N/df), `feed/tfidf-score`, `feed/by-relevance`; 15 tests.
Composes as a scorer with rank.sx. (120/120 total.)
- [x] Notification feed (verb-filtered, per-recipient) — `notify.sx`:
`feed/notifications`, `feed/notify-verbs`, `feed/notify-digest` (collapses
"X, Y liked Z" by (verb,object), sorted-deterministic); 8 tests. (128/128 total.)
- [x] **Capstone** `feed/home` — the whole pipeline as one line: fanout ∘ inbox ∘
dedupe ∘ ACL ∘ rank ∘ take (`home.sx`); 6 tests incl. per-viewer ACL + cross-post
dedupe. (134/134 total.)
- [x] Per-verb dedupe rules (briefing gotcha #3) — `feed/dedupe-smart` /
`feed/smart-key`: reactions (like/follow/boost/...) collapse cross-actor on
(verb,object); posts stay distinct per actor. `feed/collapse-verbs` is
rebindable policy; 9 tests. (143/143 total.)
- [x] Trending — `feed/trending` / `feed/trending-actors`: objects/actors ranked
by activity count in a recency window, count-desc with key-asc tiebreak
(`trending.sx`); 11 tests. (154/154 total.)
- [x] Mute/block — `feed/mute-actors` / `feed/mute-tags` / `feed/mute-objects` /
`feed/apply-prefs`: viewer-controlled per-request filtering (complements ACL's
author-controlled visibility) (`mute.sx`); 9 tests. (163/163 total.)
- [x] Pagination — `feed/page`/`feed/page-count` (offset) + `feed/before`/
`feed/after`/`feed/page-before`/`feed/next-cursor` (cursor by :at, stable under
inserts) (`page.sx`); 14 tests. (177/177 total.)
- [x] Threading — `feed/replies`/`feed/reply-count`/`feed/thread`/
`feed/thread-objects`/`feed/thread-size`: conversation closure over `:reply-to`
(transitive fixpoint), chronological (`thread.sx`); 12 tests. (189/189 total.)
(none)
## Notes for next iteration
- sx-tree MCP tools take `file:` NOT `path:` (CLAUDE.md is stale). Wrong key →
`Yojson Type_error("Expected string, got null")`. Looks like a broken binary, isn't.
- sx_server binary lives in main repo: `/root/rose-ash/hosts/ocaml/_build/default/bin/sx_server.exe`
(worktree has no `_build`). conformance.sh already points there with relative fallback.
- Phase 2 substrate verified available: `apl-outer` (∘.×), `apl-member` (∊),
`apl-unique`, `apl-iota` (1-based).

100
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# host-on-sx: The SX web host — off Quart, onto the kernel (Dream-bound)
> **DRAFT outline.** The integration boundary that turns the subsystem libraries
> into running services, and the strangler path off Python/Quart. This is the
> dependency hub — it imports every subsystem. Decision recorded below: native
> server + SXTP **now**, `dream-on-sx` framework layer **next**, Python only at the
> external-integration edges.
The subsystems (`feed`, `search`, `acl`, `mod`, `flow`, `commerce`, `identity`,
`content`, `events`) are libraries. Something has to receive an HTTP request, route
it, call the right subsystem, and serialize the response. Today that's Python/Quart
— the one large non-SX component in the stack: separate runtime, deploy, and
failure mode. The goal is to move the web/host/domain layer onto the SX substrate
and retire Quart, **incrementally (strangler-fig), never big-bang.**
This is already underway: a native OCaml HTTP server is live in prod on
`sx.rose-ash.com` (~3ms cached, ~323 req/s, ~2MB RSS), `defhandler`/`defpage`
exist, and a partial **SXTP** protocol is specced. That is the unblocked near-term
host — no `ocaml-on-sx` dependency.
## Two layers, two timelines
1. **Now (unblocked): native server + SXTP adapter + SX handlers.** Route rose-ash
endpoints onto the SX host one at a time. Each migrated endpoint is an SX
handler dispatching to a subsystem; Quart proxies the rest until cut over.
2. **Next: `dream-on-sx` as the framework layer.** Dream gives Quart-grade
ergonomics — typed routing, middleware stacks, sessions, CSRF. It is gated on
`ocaml-on-sx` Phases 15 + minimal stdlib. **This plan is the concrete target
user that un-parks `dream-on-sx`** (see `plans/dream-on-sx.md`): "the subsystems
need an HTTP front door" is the real feature pulling Dream. Until then, do not
block migration on Dream — the native server is sufficient.
3. **Always: Python only at the edges.** External integrations — SumUp payments,
Ghost CMS, ActivityPub crypto, IPFS/Kubo — ride Python libraries today. They
stay as thin injected adapters (Python/FFI) behind subsystem interfaces until
native replacements exist. "Drop Quart" ≠ "drop every line of Python."
## Status (rolling)
`bash lib/host/conformance.sh`**0/0** (not yet started)
## Ground rules
- **Scope:** `lib/host/**` and `plans/host-on-sx.md`. May **import** every subsystem
+ the kernel's server/SXTP surface. Do **not** edit `spec/`, `hosts/`, `shared/`,
or subsystem internals — wire to their public APIs only. Host-primitive / server
changes belong in `hosts/` (out of scope) → Blockers.
- **Architecture:** a route maps (method, path) → handler; a handler is an SX fn
`request -> response` that calls subsystem APIs; middleware is composed handlers
(auth via `identity`, permission via `acl`, mute via subsystem prefs). SXTP is the
wire format between host and subsystem-as-service.
- **Migration discipline:** each endpoint moved must be behavior-equivalent to its
Quart original (golden-response test before flip). Keep a migration ledger.
- **Commits:** one feature per commit. Progress log + tick boxes.
## Architecture sketch
```
HTTP request HTTP response
│ ▲
▼ │
native OCaml http server (prod) ──────► lib/host/router.sx
(hosts/ — out of scope) — (method,path) → handler
│ ▲
▼ │
lib/host/middleware.sx lib/host/handler.sx
— auth(identity) ∘ acl ∘ mute ∘ ... — request → subsystem call → response
│ ▲
▼ │
lib/host/sxtp.sx subsystem APIs (feed/search/commerce/…)
— wire format, host↔service — called via public interfaces
└── external edges: SumUp / Ghost / AP / IPFS → injected Python/FFI adapters
```
## Phase 1 — Router + handler + one real endpoint
- [ ] `router.sx` — route table, (method,path) match
- [ ] `handler.sx` — request/response model, subsystem dispatch
- [ ] migrate ONE read endpoint (e.g. a feed timeline) end-to-end, golden test
- [ ] `conformance.sh` + scoreboard
## Phase 2 — Middleware + SXTP
- [ ] `middleware.sx` — composable auth/acl/mute/error layers
- [ ] `sxtp.sx` — host↔subsystem wire format (align with existing spec)
- [ ] migrate a write endpoint (auth + permission + action)
## Phase 3 — Strangler migration ledger
- [ ] enumerate Quart endpoints; track migrated vs proxied
- [ ] golden-response harness vs the live Quart responses
- [ ] cut over a whole domain (smallest: `likes` or `relations`) as proof
## Phase 4 — Dream framework layer (gated)
- [ ] gate: `ocaml-on-sx` Phases 15 + minimal stdlib green
- [ ] adopt `dream-on-sx` routing/middleware/session ergonomics over the same handlers
- [ ] re-home external adapters as native where replacements land
## Progress log
(loop fills this in)
## Blockers
(loop fills this in)

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# identity-on-sx: OAuth2, sessions & membership on Erlang
> **DRAFT outline.** The identity core `acl-on-sx` assumes already exists. `acl`
> answers "may X do Y"; identity answers "who is X, and how did they prove it."
> Depends on `persist-on-sx` (grant/audit ledger). Pairs with `acl-on-sx`.
rose-ash's `account` domain is the OAuth2 authorization server every other app is
a client of: silent SSO, per-app first-party cookies, grant verification,
membership. Sessions and grants are **long-lived, concurrent, individually
addressable, and expire on their own** — that is the actor model. Erlang's
processes + mailboxes map cleanly: a session is a process, token issue/refresh/
revoke are messages, expiry is a process timeout, and SSO is one process answering
many apps.
End-state: an Erlang-on-SX layer with the OAuth2 authorization-code + silent
(`prompt=none`) flows as message protocols, a session/grant registry, token
lifecycle (issue/refresh/revoke/introspect), and membership state — all auditable
through the event log, all authorization questions delegated to `acl-on-sx`.
## Status (rolling)
`bash lib/identity/conformance.sh`**0/0** (not yet started)
## Ground rules
- **Scope:** only `lib/identity/**` and `plans/identity-on-sx.md`. May **import**
from `lib/erlang/`, and (once they exist) `lib/persist/` + `lib/acl/`. Do not edit
substrates.
- **Architecture:** a session/grant is a process holding its own state; the
registry routes messages by subject/client id. Tokens are opaque + introspected,
not self-validating (revocation must be real). Authorization decisions are NOT
made here — `identity` proves identity, `acl` decides permission.
- **Security:** revocation is immediate (kill the process / tombstone the grant);
no decision relies on a token that outlived its grant. Negative answers are
explicit, never "absence of a yes."
- **Commits:** one feature per commit. Progress log + tick boxes.
## Architecture sketch
```
Auth request Token / session
(authorize client scope subject) {:access :refresh :expires :grant}
│ ▲
▼ │
lib/identity/oauth.sx lib/identity/token.sx
— authz-code + prompt=none flows — issue / refresh / revoke / introspect
— as Erlang message protocols — opaque tokens, grant-backed
│ ▲
▼ │
lib/identity/session.sx lib/identity/registry.sx
— session = process, expiry=timeout — route by subject/client; SSO fan-out
│ │
▼ ▼
lib/identity/api.sx ── (identity/login) (identity/grant?) (identity/revoke) ──┐
│ │
└──────── grant + audit events → persist ; permission? → acl ──────────┘
```
## Phase 1 — Sessions + tokens
- [ ] `session.sx` — session process, create/lookup/expire
- [ ] `token.sx` — issue/introspect/revoke (opaque, grant-backed)
- [ ] `registry.sx` — route by subject/client
- [ ] `api.sx` + tests + scoreboard + conformance.sh
## Phase 2 — OAuth2 flows
- [ ] authorization-code flow as a message protocol
- [ ] refresh + rotation; revocation cascades to issued tokens
- [ ] tests: full code exchange, refresh, revoke-then-use (must fail)
## Phase 3 — Silent SSO + membership
- [ ] `prompt=none` cross-app login (one session, many clients)
- [ ] membership state + per-app grant projection
- [ ] grant verification delegated cache (mirror Redis-cache pattern)
## Phase 4 — Audit + federation
- [ ] every issue/refresh/revoke is a `persist` event; `(identity/audit subject)`
- [ ] federated identity (peer-asserted subject) — advisory, trust-gated stub
- [ ] tests: audit completeness, cross-instance subject mapping
## Progress log
(loop fills this in)
## Blockers
(loop fills this in)

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# persist-on-sx: Durable state on the SX kernel
> **DRAFT outline.** Foundation subsystem — the durable substrate the other five
> currently fake with in-memory mutable lists. Build this first.
>
> **"persist" = persistence / data store, NOT the shop.** The shop/commerce vertical
> is `commerce-on-sx`.
rose-ash needs durable state: every subsystem (feed log, flow store, mod audit,
search index, acl grants, sessions) today hand-rolls an in-memory structure that
vanishes on restart. `persist-on-sx` is the one durable substrate they share. It
lives directly on the SX kernel's IO-suspension primitives (`perform`/`cek-resume`
— the third CEK phase) so a read/write `perform`s and the kernel persists at the
boundary. Concrete storage backends are injected.
## Does it cover ALL persistence? No — and on purpose.
Event-sourcing-everything is a known trap (replay cost, event schema evolution,
awkward ad-hoc queries, 5MB images in a log). So persist owns the **durable
source-of-truth substrate**, exposed as **two facets over one backend protocol**,
with two things explicitly delegated out:
| Shape | Owner | Notes |
|-------|-------|-------|
| **Event streams** (append-only, history matters) | persist — **log facet** | feed activities, mod audit, order ledger, flow state, content edits |
| **Current-state values** (KV / document, no history) | persist — **kv facet** | profiles, stock counts, config, session blobs; also where projections materialize |
| **Snapshots / read models** (derived, queryable) | persist — projections → kv/log | rebuildable from the log; persisted so you don't replay to answer a query |
| **Blobs / large objects** (images, media) | **delegated** → content-addressed store (artdag/IPFS already) | persist stores the *reference/CID*, never the bytes |
| **Cache** (ephemeral, evictable) | **out of scope** | not persistence — different lifecycle (Redis-shaped) |
| **Ad-hoc relational query** | the subsystem, over a projected read model | the log is bad at "all orders by X in March"; project into a queryable kv/SQL backend |
So: persist is the **single durable substrate** for state that's either a stream of
changes or a current value — but it does **not** force everything into an event
log, it does **not** hold blobs (only their content-addressed refs), and it does
**not** do caching. Those boundaries are the whole point of calling it a substrate
rather than "the database."
End-state: `log` (append/read streams) + `kv` (get/put/delete by key) facets, an
injectable backend protocol (mem → file → Postgres → IPFS-ref), pure projections
with incremental snapshots, optimistic concurrency, and a subscription hook so
read models (feeds, indices, audit logs) update incrementally.
## Status (rolling)
`bash lib/persist/conformance.sh`**0/0** (not yet started)
## Ground rules
- **Scope:** only `lib/persist/**` and `plans/persist-on-sx.md`. May **import** the
kernel's IO-suspension surface (`perform`, platform IO ops) — verify what's
exported first. Do not add host primitives; a missing durable IO op is a Blockers
entry (it belongs in `hosts/`, out of scope).
- **Architecture:** an event is `{:stream :seq :type :at :data}`; the log is an
ordered append-only vector; a projection is `(fold step seed events)`; a kv value
is `(get/put/delete key)`. Both facets sit on one injected backend
`{:append :read :kv-get :kv-put :snapshot-read :snapshot-write}`. The in-memory
backend is the test default; real backends wire in unchanged.
- **Determinism:** replay is pure — same log → same state, always. No clocks or
randomness inside projections; time lives on the event.
- **Blobs:** store the content-address/CID and metadata; never the bytes. The blob
backend is a separate injected dependency.
- **Commits:** one feature per commit. Progress log + tick boxes.
## Architecture sketch
```
Command / write Read model / value
(append stream type data) (project stream step seed)
(kv-put key value) (kv-get key)
│ ▲
▼ │
lib/persist/event.sx lib/persist/project.sx
— {:stream :seq :type :at :data} — fold step seed; incremental from snapshot
│ ▲
▼ │
lib/persist/log.sx lib/persist/kv.sx lib/persist/snapshot.sx
— append/read — get/put/delete — checkpoint; replay = snapshot + tail
— optimistic seq — current-state
│ │ ▲
└──────────────────┴── (perform → backend) ───┘
lib/persist/backend.sx lib/persist/api.sx
— injected protocol — (persist/append) (persist/project)
— mem | file | pg | ipfs-ref — (persist/kv-get/put) (persist/subscribe)
└── blobs → content-addressed store (artdag/IPFS), by reference only
```
## Phase 1 — Log + kv + in-memory backend
- [ ] `event.sx` — event record, stream/seq helpers
- [ ] `backend.sx` — injectable protocol + in-memory impl (log + kv)
- [ ] `log.sx``append` (optimistic seq), `read`, `read-from`
- [ ] `kv.sx``get`/`put`/`delete` current-state
- [ ] `api.sx` + tests + scoreboard + conformance.sh
## Phase 2 — Projections + subscriptions
- [ ] `project.sx``(project stream step seed)`, incremental fold
- [ ] subscription hook — projection / kv read model re-runs on append
- [ ] concurrency conflict surfaced as a real result, not a crash
## Phase 3 — Snapshots + replay
- [ ] `snapshot.sx` — checkpoint a projection; replay = snapshot + tail
- [ ] compaction policy; replay-determinism tests
## Phase 4 — Durable backends via kernel IO
- [ ] file/log backend driven through `perform` (IO-suspension boundary)
- [ ] blob backend interface (store ref/CID; bytes live in artdag/IPFS)
- [ ] crash/restart replay test (mock IO platform)
- [ ] migration notes for swapping mem → durable under a live subsystem
## Consumers (post-foundation, not in scope here)
feed/-log, flow store, mod/audit, search index, acl grants, identity sessions all
become `persist` log or kv. Track each migration in that subsystem's plan.
## Progress log
(loop fills this in)
## Blockers
(loop fills this in)