mod: Phase 1 — report schema + policy engine on Prolog, 31/31

Reports → Prolog facts (report/3, classification/2, report_count/2); ordered
policy rules compile to policy_action/3 clauses, first match wins via
pl-query-one. Decisions carry their proof (matching rule + conditions +
evidence). Spam/abuse keyword classification, repeated-report escalation via
Prolog join+arithmetic, no-rule→keep default. Registry api + conformance harness.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

lib/mod/api.sx

@@ -0,0 +1,44 @@
+;; lib/mod/api.sx — report registry + public entry points.
+;;
+;; mod/report files a report (assigning a sequential id) into the in-memory
+;; registry; mod/decide resolves an id and runs the policy engine against the
+;; current registry and rule set.
+
+(define mod/*reports* (list))
+(define mod/*counter* 0)
+(define mod/*rules* mod/default-rules)
+
+(define
+  mod/reset!
+  (fn
+    ()
+    (begin (set! mod/*reports* (list)) (set! mod/*counter* 0))))
+
+(define
+  mod/report
+  (fn
+    (by about reason)
+    (begin
+      (set! mod/*counter* (+ mod/*counter* 1))
+      (let
+        ((id (str "r" mod/*counter*)))
+        (let
+          ((r (mod/mk-report id by about reason)))
+          (begin (append! mod/*reports* r) r))))))
+
+(define
+  mod/get-report
+  (fn
+    (id)
+    (reduce
+      (fn (acc r) (if (= (mod/report-id r) id) r acc))
+      nil
+      mod/*reports*)))
+
+(define
+  mod/decide
+  (fn
+    (id)
+    (let
+      ((r (mod/get-report id)))
+      (if (nil? r) nil (mod/decide-report r mod/*reports* mod/*rules*)))))

lib/mod/conformance.conf

@@ -0,0 +1,21 @@
+# Mod conformance config — sourced by lib/guest/conformance.sh.
+
+LANG_NAME=mod
+MODE=dict
+
+PRELOADS=(
+  lib/guest/pratt.sx
+  lib/prolog/tokenizer.sx
+  lib/prolog/parser.sx
+  lib/prolog/runtime.sx
+  lib/prolog/query.sx
+  lib/prolog/compiler.sx
+  lib/mod/schema.sx
+  lib/mod/policy.sx
+  lib/mod/engine.sx
+  lib/mod/api.sx
+)
+
+SUITES=(
+  "decide:lib/mod/tests/decide.sx:(mod-decide-tests-run!)"
+)

lib/mod/conformance.sh

@@ -0,0 +1,3 @@
+#!/usr/bin/env bash
+# Thin wrapper — see lib/guest/conformance.sh and lib/mod/conformance.conf.
+exec bash "$(dirname "$0")/../guest/conformance.sh" "$(dirname "$0")/conformance.conf" "$@"

lib/mod/engine.sx

@@ -0,0 +1,45 @@
+;; lib/mod/engine.sx — decide a report by querying the policy program.
+;;
+;; build-program assembles the report's facts plus the compiled policy clauses;
+;; decide-report runs the Prolog query and returns a decision. A decision is a
+;; proof, not a bare keyword: it carries the matching rule, the conditions it
+;; required, the evidence that satisfied them, and the report count — everything
+;; Phase 2's audit trail needs to persist a "why".
+
+(define
+  mod/find-rule
+  (fn
+    (rules name)
+    (reduce
+      (fn
+        (acc r)
+        (if (nil? acc) (if (= (mod/rule-name r) name) r acc) acc))
+      nil
+      rules)))
+
+(define
+  mod/build-program
+  (fn
+    (r count rules)
+    (str (mod/report-facts r count) "\n" (mod/rules->program rules))))
+
+(define
+  mod/decide-report
+  (fn
+    (r reports rules)
+    (let
+      ((count (mod/report-count (mod/report-about r) reports))
+        (kinds (mod/classify-keywords r))
+        (id (mod/report-id r)))
+      (let
+        ((program (mod/build-program r count rules)))
+        (let
+          ((db (pl-load program)))
+          (let
+            ((sol (pl-query-one db (str "policy_action(" id ", Action, Rule)"))))
+            (if
+              (nil? sol)
+              {:action "keep" :proof {:evidence kinds :conditions (list) :rule "none" :count count} :report-id id :rule "none"}
+              (let
+                ((rname (dict-get sol "Rule")))
+                (let ((rule (mod/find-rule rules rname))) {:action (mod/rule-action rule) :proof {:evidence kinds :conditions (mod/rule-when rule) :rule rname :count count} :report-id id :rule rname})))))))))

lib/mod/policy.sx

@@ -0,0 +1,71 @@
+;; lib/mod/policy.sx — moderation rules → Prolog clauses.
+;;
+;; A rule is {:name :action :when}. :when is a list of condition forms; each
+;; compiles to a Prolog goal. Rule order is precedence: the engine queries with
+;; pl-query-one, so the first clause that proves wins. The final default rule has
+;; an empty body (true) so every report yields at least :keep — "no rule matched"
+;; is a real result, not a query failure.
+
+(define mod/mk-rule (fn (name action conds) {:when conds :name name :action action}))
+
+(define mod/rule-name (fn (r) (get r :name)))
+(define mod/rule-action (fn (r) (get r :action)))
+(define mod/rule-when (fn (r) (get r :when)))
+
+(define
+  mod/default-rules
+  (list
+    (mod/mk-rule "spam-hide" :hide (list (list :classification "spam")))
+    (mod/mk-rule
+      "abuse-remove"
+      :remove (list (list :classification "abuse")))
+    (mod/mk-rule
+      "repeated-escalate"
+      :escalate (list (list :count-at-least 3)))
+    (mod/mk-rule "default-keep" :keep (list))))
+
+;; ── condition → Prolog goal ──
+;;
+;; (:classification "spam") → classification(Id, spam)
+;; (:count-at-least 3)      → report(Id, B, S), report_count(S, N), N >= 3
+
+(define
+  mod/cond->goal
+  (fn
+    (c)
+    (let
+      ((tag (first c)))
+      (cond
+        ((= tag :classification)
+          (str "classification(Id, " (nth c 1) ")"))
+        ((= tag :count-at-least)
+          (str
+            "report(Id, B, S), report_count(S, N), N >= "
+            (nth c 1)))
+        (true "true")))))
+
+(define
+  mod/conds->body
+  (fn
+    (conds)
+    (if
+      (empty? conds)
+      "true"
+      (mod/join-with ", " (map mod/cond->goal conds)))))
+
+(define
+  mod/rule->clause
+  (fn
+    (r)
+    (str
+      "policy_action(Id, "
+      (mod/rule-action r)
+      ", '"
+      (mod/rule-name r)
+      "') :- "
+      (mod/conds->body (mod/rule-when r))
+      ".")))
+
+(define
+  mod/rules->program
+  (fn (rules) (mod/join-with "\n" (map mod/rule->clause rules))))

lib/mod/schema.sx

@@ -0,0 +1,120 @@
+;; lib/mod/schema.sx — report representation + Prolog fact generation.
+;;
+;; A report is a dict {:id :by :about :reason}. The engine derives evidence
+;; (classification kinds) from the reason text, then projects the report and its
+;; evidence into Prolog facts that policy clauses can match against.
+
+(define mod/mk-report (fn (id by about reason) {:id id :by by :about about :reason reason}))
+
+(define mod/report-id (fn (r) (get r :id)))
+(define mod/report-by (fn (r) (get r :by)))
+(define mod/report-about (fn (r) (get r :about)))
+(define mod/report-reason (fn (r) (get r :reason)))
+
+;; ── substring search (the prolog-loaded env lacks includes?; slice/len do work) ──
+
+(define
+  mod/contains-at?
+  (fn
+    (hay needle hl nl pos)
+    (if
+      (< hl (+ pos nl))
+      false
+      (if
+        (= (slice hay pos (+ pos nl)) needle)
+        true
+        (mod/contains-at? hay needle hl nl (+ pos 1))))))
+
+(define
+  mod/str-contains?
+  (fn
+    (hay needle)
+    (let
+      ((hl (len hay)) (nl (len needle)))
+      (if
+        (= nl 0)
+        true
+        (mod/contains-at? hay needle hl nl 0)))))
+
+;; ── evidence derivation (keyword classification) ──
+
+(define
+  mod/spam-keywords
+  (list "spam" "buy now" "click here" "free money" "viagra" "limited offer"))
+
+(define
+  mod/abuse-keywords
+  (list "abuse" "harassment" "threat" "slur" "hate speech"))
+
+(define
+  mod/any?
+  (fn (pred coll) (reduce (fn (acc x) (if acc acc (pred x))) false coll)))
+
+(define
+  mod/reason-matches?
+  (fn
+    (reason kws)
+    (let
+      ((low (downcase reason)))
+      (mod/any? (fn (k) (mod/str-contains? low k)) kws))))
+
+(define
+  mod/classify-keywords
+  (fn
+    (r)
+    (let
+      ((reason (mod/report-reason r)) (kinds (list)))
+      (begin
+        (when
+          (mod/reason-matches? reason mod/spam-keywords)
+          (append! kinds "spam"))
+        (when
+          (mod/reason-matches? reason mod/abuse-keywords)
+          (append! kinds "abuse"))
+        kinds))))
+
+(define
+  mod/report-count
+  (fn
+    (about reports)
+    (reduce
+      (fn
+        (acc r)
+        (if (= (mod/report-about r) about) (+ acc 1) acc))
+      0
+      reports)))
+
+;; ── Prolog fact projection ──
+
+(define
+  mod/join-with
+  (fn
+    (sep items)
+    (reduce (fn (acc x) (if (= acc "") x (str acc sep x))) "" items)))
+
+(define mod/pl-quote (fn (s) (str "'" s "'")))
+
+(define
+  mod/classification-facts
+  (fn
+    (id kinds)
+    (mod/join-with
+      "\n"
+      (map (fn (k) (str "classification(" id ", " k ").")) kinds))))
+
+(define
+  mod/report-facts
+  (fn
+    (r count)
+    (let
+      ((id (mod/report-id r))
+        (by (mod/pl-quote (mod/report-by r)))
+        (about (mod/pl-quote (mod/report-about r))))
+      (let
+        ((cls (mod/classification-facts id (mod/classify-keywords r))))
+        (mod/join-with
+          "\n"
+          (list
+            (str "report(" id ", " by ", " about ").")
+            (str "report_count(" about ", " count ").")
+            cls))))))

lib/mod/scoreboard.json

@@ -0,0 +1,10 @@
+{
+  "lang": "mod",
+  "total_passed": 31,
+  "total_failed": 0,
+  "total": 31,
+  "suites": [
+    {"name":"decide","passed":31,"failed":0,"total":31}
+  ],
+  "generated": "2026-06-06T17:30:06+00:00"
+}

lib/mod/scoreboard.md

@@ -0,0 +1,7 @@
+# mod scoreboard
+
+**31 / 31 passing** (0 failure(s)).
+
+| Suite | Passed | Total | Status |
+|-------|--------|-------|--------|
+| decide | 31 | 31 | ok |

lib/mod/tests/decide.sx

@@ -0,0 +1,215 @@
+;; lib/mod/tests/decide.sx — Phase 1: report representation + simple policy.
+
+(define mod-dec-count 0)
+(define mod-dec-pass 0)
+(define mod-dec-fail 0)
+(define mod-dec-failures (list))
+
+(define
+  mod-dec-test!
+  (fn
+    (name got expected)
+    (begin
+      (set! mod-dec-count (+ mod-dec-count 1))
+      (if
+        (= got expected)
+        (set! mod-dec-pass (+ mod-dec-pass 1))
+        (begin
+          (set! mod-dec-fail (+ mod-dec-fail 1))
+          (append!
+            mod-dec-failures
+            (str name "\n    expected: " expected "\n    got:      " got)))))))
+
+;; decide a single report (count over a 1-element registry)
+(define
+  mod-dec-one
+  (fn
+    (reason)
+    (let
+      ((r (mod/mk-report "r1" "alice" "bob" reason)))
+      (mod/decide-report r (list r) mod/default-rules))))
+
+(define mod-dec-action (fn (reason) (get (mod-dec-one reason) :action)))
+
+;; ── spam keyword → :hide ──
+
+(mod-dec-test!
+  "spam keyword 'spam' → hide"
+  (mod-dec-action "this is spam")
+  "hide")
+(mod-dec-test!
+  "spam keyword 'buy now' → hide"
+  (mod-dec-action "buy now while stocks last")
+  "hide")
+(mod-dec-test!
+  "spam keyword case-insensitive 'CLICK HERE' → hide"
+  (mod-dec-action "CLICK HERE now")
+  "hide")
+(mod-dec-test!
+  "spam keyword 'free money' → hide"
+  (mod-dec-action "win free money fast")
+  "hide")
+
+;; ── abuse keyword → :remove ──
+
+(mod-dec-test!
+  "abuse keyword 'harassment' → remove"
+  (mod-dec-action "ongoing harassment of users")
+  "remove")
+(mod-dec-test!
+  "abuse keyword 'threat' → remove"
+  (mod-dec-action "this is a threat")
+  "remove")
+(mod-dec-test!
+  "abuse keyword 'slur' → remove"
+  (mod-dec-action "contains a slur")
+  "remove")
+
+;; ── no rule → :keep ──
+
+(mod-dec-test!
+  "neutral reason → keep"
+  (mod-dec-action "I disagree with this post")
+  "keep")
+(mod-dec-test! "empty reason → keep" (mod-dec-action "") "keep")
+
+;; ── decision carries the matching rule (proof, not bare keyword) ──
+
+(mod-dec-test!
+  "spam decision rule name"
+  (get (mod-dec-one "this is spam") :rule)
+  "spam-hide")
+(mod-dec-test!
+  "keep decision rule name"
+  (get (mod-dec-one "fine post") :rule)
+  "default-keep")
+(mod-dec-test!
+  "abuse decision rule name"
+  (get (mod-dec-one "harassment here") :rule)
+  "abuse-remove")
+(mod-dec-test!
+  "spam proof :rule"
+  (get (get (mod-dec-one "spam!") :proof) :rule)
+  "spam-hide")
+(mod-dec-test!
+  "spam proof :evidence"
+  (get (get (mod-dec-one "spam!") :proof) :evidence)
+  (list "spam"))
+(mod-dec-test!
+  "spam proof :count"
+  (get (get (mod-dec-one "spam!") :proof) :count)
+  1)
+
+;; ── classification (evidence derivation) ──
+
+(mod-dec-test!
+  "classify spam"
+  (mod/classify-keywords (mod/mk-report "r1" "a" "b" "spam!"))
+  (list "spam"))
+(mod-dec-test!
+  "classify abuse"
+  (mod/classify-keywords (mod/mk-report "r1" "a" "b" "abuse"))
+  (list "abuse"))
+(mod-dec-test!
+  "classify neutral → empty"
+  (mod/classify-keywords (mod/mk-report "r1" "a" "b" "hello"))
+  (list))
+(mod-dec-test!
+  "classify both spam+abuse"
+  (mod/classify-keywords (mod/mk-report "r1" "a" "b" "spam and abuse"))
+  (list "spam" "abuse"))
+
+;; ── report-count + repeated → :escalate ──
+
+(define
+  mod-dec-three
+  (list
+    (mod/mk-report "r1" "a" "bob" "x")
+    (mod/mk-report "r2" "c" "bob" "y")
+    (mod/mk-report "r3" "d" "bob" "z")))
+
+(mod-dec-test!
+  "report-count counts subject"
+  (mod/report-count "bob" mod-dec-three)
+  3)
+(mod-dec-test!
+  "3 reports about subject → escalate"
+  (get
+    (mod/decide-report (first mod-dec-three) mod-dec-three mod/default-rules)
+    :action)
+  "escalate")
+(mod-dec-test!
+  "escalate rule name"
+  (get
+    (mod/decide-report (first mod-dec-three) mod-dec-three mod/default-rules)
+    :rule)
+  "repeated-escalate")
+
+(define
+  mod-dec-two
+  (list
+    (mod/mk-report "r1" "a" "carol" "x")
+    (mod/mk-report "r2" "c" "carol" "y")))
+
+(mod-dec-test!
+  "2 reports about subject → keep (below threshold)"
+  (get
+    (mod/decide-report (first mod-dec-two) mod-dec-two mod/default-rules)
+    :action)
+  "keep")
+
+;; ── precedence: spam beats repeated ──
+
+(define
+  mod-dec-spam-among-many
+  (list
+    (mod/mk-report "r1" "a" "dave" "buy now spam")
+    (mod/mk-report "r2" "c" "dave" "y")
+    (mod/mk-report "r3" "d" "dave" "z")))
+
+(mod-dec-test!
+  "spam wins over repeated (precedence)"
+  (get
+    (mod/decide-report
+      (first mod-dec-spam-among-many)
+      mod-dec-spam-among-many
+      mod/default-rules)
+    :action)
+  "hide")
+
+;; ── accessors ──
+
+(mod-dec-test!
+  "report-about accessor"
+  (mod/report-about (mod/mk-report "r1" "a" "bob" "x"))
+  "bob")
+(mod-dec-test!
+  "report-by accessor"
+  (mod/report-by (mod/mk-report "r1" "alice" "bob" "x"))
+  "alice")
+
+;; ── api registry ──
+
+(mod/reset!)
+(define mod-dec-r1 (mod/report "alice" "bob" "this is spam"))
+(define mod-dec-r2 (mod/report "carol" "eve" "fine post"))
+
+(mod-dec-test!
+  "mod/report assigns sequential id r1"
+  (mod/report-id mod-dec-r1)
+  "r1")
+(mod-dec-test!
+  "mod/report assigns sequential id r2"
+  (mod/report-id mod-dec-r2)
+  "r2")
+(mod-dec-test!
+  "mod/decide via registry → hide"
+  (get (mod/decide "r1") :action)
+  "hide")
+(mod-dec-test!
+  "mod/decide via registry → keep"
+  (get (mod/decide "r2") :action)
+  "keep")
+(mod-dec-test! "mod/decide unknown id → nil" (mod/decide "r99") nil)
+
+(define mod-decide-tests-run! (fn () {:failures mod-dec-failures :total mod-dec-count :passed mod-dec-pass :failed mod-dec-fail}))