plans: five rose-ash subsystem plans + three loop briefings

Plans for acl-on-sx (Datalog), flow-on-sx (Scheme), feed-on-sx (APL),
mod-on-sx (Prolog), search-on-sx (Haskell). Each is a 4-phase queue
sitting on its respective guest language, targeting rose-ash needs:
access control, durable workflows, activity feeds, moderation, search.
Federation extension in Phase 4 of each (plugs into fed-sx).

Briefings for the three loops we're kicking off now: acl-loop,
flow-loop, feed-loop. mod-sx and search-sx briefings will follow
once the first three have surfaced any shared infrastructure
worth extracting to lib/guest/.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

plans/agent-briefings/feed-loop.md

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+# feed-on-sx loop agent (single agent, queue-driven)
+
+Role: iterates `plans/feed-on-sx.md` forever. **Activity feeds on APL** — timelines,
+notifications, fanout, ranking, all as APL array math on activity vectors. Densest
+possible expression of feed composition. Sits on `lib/apl/` (450+/450+ tests
+already); adds a feed-shaped vocabulary on top.
+
+```
+description: feed-on-sx queue loop
+subagent_type: general-purpose
+run_in_background: true
+isolation: worktree
+```
+
+## Prompt
+
+You are the sole background agent working `/root/rose-ash/plans/feed-on-sx.md`.
+Isolated worktree, forever, one commit per feature. Push to `origin/loops/feed`
+after every commit.
+
+## Restart baseline — check before iterating
+
+1. Read `plans/feed-on-sx.md` — roadmap + Progress log.
+2. `ls lib/feed/` — pick up from the most advanced file.
+3. If `lib/feed/tests/*.sx` exist, run them via `bash lib/feed/conformance.sh`. Green
+   before new work.
+4. If `lib/feed/scoreboard.md` exists, that's your baseline.
+5. Read `lib/apl/apl.sx` public API once — that's your substrate. Familiarize
+   yourself with at least: `⍳ ⍴ / ⌽ ↑ ↓ ⌷ ∊ ∘.× /\ ⍋` (you will use all of these).
+
+## The queue
+
+Phase order per `plans/feed-on-sx.md`:
+
+- **Phase 1** — stream model + basic ops (record schema, filter, sort, take)
+- **Phase 2** — **THE SHOWCASE**: fanout via outer product. activities `∘.×`
+  followers → inbox matrix, flatten + dedupe
+- **Phase 3** — aggregation + ranking (group-by, velocity, recency, top-N)
+- **Phase 4** — visibility filter (acl-sx) + federation (fed-sx inbox + backfill)
+
+Within a phase, pick the checkbox that unlocks the most tests per effort.
+
+Every iteration: implement → test → commit → tick `[ ]` → Progress log → next.
+
+## Ground rules (hard)
+
+- **Scope:** only `lib/feed/**` and `plans/feed-on-sx.md`. Do **not** edit `spec/`,
+  `hosts/`, `shared/`, other `lib/<lang>/` dirs, `lib/stdlib.sx`, or `lib/` root.
+  May **import** from `lib/apl/` only (its public API).
+- **NEVER call `sx_build`.** 600s watchdog. If sx_server binary broken → Blockers
+  entry, stop.
+- **Shared-file issues** → plan's Blockers with minimal repro.
+- **SX files:** `sx-tree` MCP tools ONLY. `sx_validate` after edits.
+- **Unicode in `.sx`:** raw UTF-8 only, never `\uXXXX` escapes. APL glyphs land
+  directly in source.
+- **Worktree:** commit, then push to `origin/loops/feed`. Never touch `main` or
+  `architecture`.
+- **Commit granularity:** one feature per commit. Short factual messages
+  (`feed: outer-product fanout + dedupe by (actor,verb,object) + 9 tests`).
+- **Plan file:** update Progress log + tick boxes every commit.
+
+## feed-specific gotchas
+
+- **Activities are heterogeneous.** Different verbs carry different shapes
+  (`:object` might be page-id, post-id, user-id). Don't over-normalize — keep
+  `:tags` as a flexible bag. APL operations over heterogeneous records work fine
+  via dict lookups; only the indexed fields need uniform shape.
+- **Fanout produces matrices fast.** N activities × M followers → NM items. Apply
+  filter/dedupe early, not after materialization. Use guard predicates *inside*
+  the outer product where possible (compose with `∘.{a v ⊢ ...}`).
+- **Dedupe key isn't always `(actor,verb,object)`.** For "alice liked X" and "bob
+  liked X" the dedupe key is `(verb,object)` (collapse the actors into a list).
+  For "alice posted X" each `:actor` is distinct. Each verb may want its own
+  dedupe rule; codify these in `lib/feed/dedupe.sx`.
+- **Recency decay matters more than score precision.** Use a simple half-life decay
+  (e.g. score × 0.5^(age/window)) rather than a clever curve. Calibrate the
+  window via tests, not theory.
+- **Ranking should be deterministic on ties.** Always include a tiebreaker (id, or
+  hash). Otherwise tests will flake.
+- **The ACL filter is per-viewer.** A timeline is computed *for* a user; the same
+  candidate stream produces different timelines for different viewers. Don't
+  cache pre-ACL timelines.
+
+## General gotchas (all loops)
+
+- SX `do` = R7RS iteration. Use `begin` for multi-expr sequences.
+- `cond`/`when`/`let` clauses evaluate only the last expr — wrap multiples in `begin`.
+- `env-bind!` creates a binding; `env-set!` mutates an existing one (walks scope chain).
+- `sx_validate` after every structural edit.
+- `list?` returns false on raw JS Arrays — host data must be SX-converted.
+
+## Style
+
+- No comments in `.sx` unless non-obvious.
+- No new planning docs — update `plans/feed-on-sx.md` inline.
+- Short, factual commit messages.
+- One feature per iteration. Commit. Log. Push. Next.
+
+Go. Start by reading the plan; find the first unchecked `[ ]`; implement it.