feat(ctx7): coverage extension — fast-libs single source + reminder hook + executor briefs (BDR-078)

- lib/fast-libs.sh: detect/cache-status verbs, JS+Python manifests,
  7-day cache freshness, LC_ALL=C sort — replaces 3 hardcoded lists
  (ship-feature 0c, init-project 5c, onboard 3.5)
- hooks/ctx7-reminder.sh: once-per-session UserPromptSubmit nudge when
  the project carries fast-libs and .ctx7-cache/ is missing/stale
- find-docs: before-writing-code trigger + cache-first rule; dist is
  machine-owned (gitignored) so the durable patch lives in
  install-plugins.sh STEP ctx7 (idempotent, grep-guarded)
- feater/bugfixer briefs: fast-lib docs rule (fresh cache read, else
  2-topic ctx7 fetch, else NOTES cache miss + proceed)
- tests: lib/tests/fast-libs.test.sh (11 checks); shellcheck + full
  make test green (review-guards 5/0)

.claude/memory/decisions.md

@@ -1061,3 +1061,7 @@ Reverses the BDR-066 rejected alternative "opus pins on audit agents (session-in
 
 ### BDR-077 — Model-tiering v2: 4-tier explicit routing, mode-based splits, no-inherit dispatches [accepted] (2026-07-19)
 Supersedes BDR-076 scope + amends BDR-066. Doctrine: session model (Fable) = main-loop reflection/orchestration/planning/logic ONLY; main-loop retention criteria = interactive | conversation-context access | orchestration decision | dispatch overhead > step cost. NOTHING dispatched inherits: typed agents = frontmatter pin, built-ins = `model=` at every call site (`fable` for skill-runner reflection children, else complexity tier). Spike+smoke proven: `model:"fable"` resolves claude-fable-5 (enum-validated, loud fail, no silent fallback); call-site override BEATS a typed pin (sonnet-pinned verifier ran haiku). Fail-safe pin rule: mixed-mode agents keep the HIGH tier as pin, overrides go DOWN — forgotten override over-tiers (cost), never downgrades judgment. Mode-based splits (commit-changer precedent generalized; file splits rejected): doc-syncer audit(opus)/patch(sonnet) — ALSO fixed a latent defect: /doc dispatched an agent whose STEP 8 interactive gate could never fire; gates hoisted to a DISPATCHER PROTOCOL section; handover-doc-writer synthesize(opus)/render(sonnet) via run-scoped `.audit/handover-draft-<RUNID>.md` + DRAFT COMPLETE sentinel; seo/geo collect(sonnet)/judge(OPUS PIN)/template(sonnet) via `.audit/*-signals-<RUNID>.md` + COLLECTION COMPLETE + fail-closed judge + dispatcher ERROR contract (mute/ERROR judge NEVER carried into templating; retry once, escalate). File split only for a genuinely new role: plugin-probe (sonnet, facts-only) + plugin-advisor repinned opus reasoner (fail-closed on missing PROBE REPORT) + lib/plugin-gate.md (checkpoint + apply gate, doc-commit ×N include pattern). Inline→dispatch conversions: scaffolder, onboarder, doc-commit steps ×5 flows — their sonnet pins were INERT since creation, now live; CHANGE SUMMARY crosses the doc dispatch into doc-commit (LRN-126 wire). Tier moves: validator-analyzer opus→sonnet (deterministic runner); commit-changer propose=opus/apply=pin; ship-feature/init-project code-review dispatches = opus explicit (WAS an inherit leak); client-handover-writer's 7 skill-runners = model:"fable". Every wave shipped an IN-WAVE planted-input smoke as its merge gate — all PASSED disk-verified. Census §12-18 (125 pass; one vacuous line-wrapped lock self-caught = LRN-093 live). 6 waves, branches feature/model-tiering-w1..w6, merged on user standing signal. Plan: challenged 3 blind lenses + 1 confirmation (1 BLOCKER closed by spike, 8 MAJORs + 8 MINORs closed by named changes, 0 deferred). Refs: `.claude/tasks/plans/2026-07-19-model-tiering-v2-{analysis,plan}.md`.
+
+### BDR-078 — ctx7 coverage: central fast-libs list + once-per-session reminder hook; every code path covered [accepted] (2026-07-20)
+Refines BDR-053 (single surface). Audit 2026-07-20: coverage PARTIAL — find-docs fired on user doc-questions only; ship-feature 0c / init-project 5c pre-fetched; /feat //bugfix executors + ad-hoc coding NEVER consulted ctx7; fast-libs list hardcoded 3× (drift risk). 4 closures shipped: (a) find-docs description += BEFORE-writing-code trigger (fast-moving lib, even without doc question, unless fresh cache) + cache-first rule in body (tee fetched docs to .ctx7-cache/); (b) feater+bugfixer briefs += fast-lib docs rule — read fresh `.ctx7-cache/<lib>*.md`, else `npx ctx7@latest` fetch max 2 topics, else `ctx7 cache miss: <lib>` in NOTES + proceed (executors lack Skill tool → Bash path); (c) hooks/ctx7-reminder.sh UserPromptSubmit — ONE fire/session (sentinel on session_id), only when project manifest carries fast-libs; reports cache state; skips <task-notification> turns; always exit 0; (d) lib/fast-libs.sh = SINGLE SOURCE (detect / cache-status verbs, JS package.json anchored full-key match + Python requirements/pyproject, 7-day freshness, LC_ALL=C sort locale-independent) consumed by hook + 3 pipeline skills + 2 briefs. 2nd session surface DELIBERATE, not a BDR-053 reversal: 053 killed a 490-tok ALWAYS-ON rule duplicate; hook costs ~0 quiet, 1 line once when fast-libs present. Alternatives rejected: PreToolUse Edit/Write gate (fires per-edit = noise); description-only fix (probabilistic, executors unreachable). Tests: lib/tests/fast-libs.test.sh 11 checks (anchored/near-miss/py/none, cache fresh/stale/missing, hook fire/sentinel/quiet×2); shellcheck + full make test green. Branch feature/ctx7-coverage, unmerged (human gate).
+Amendment (same session): skills/find-docs = machine-owned dist (gitignored, ctx7 regenerates on fresh clone) → durable copy of closure (a) lives in install-plugins.sh STEP ctx7 (idempotent grep-guarded python patch, fixture-verified); live SKILL.md carries the same edit uncommitted by design.

.claude/memory/journal.md

@@ -413,3 +413,6 @@ rules:
 ## 2026-07-19
 - BDR-076: dispatched judgment agents pinned opus (analyzer, plan-challenger, seo/geo/validator-analyzer + 6 onboard general-purpose dispatches); Fable now = inline orchestration/reflection only. interviewer + client-handover-writer left unpinned (inline-load, pin inert). Local opus-4-8 session pin dropped from settings.local.json. Census §11 added (61 pass), loops-light 35, make test green. feature/opus-pin-audit-agents, UNMERGED.
 - BDR-077 model-tiering v2 SHIPPED: 6 waves (W0 baseline merge → W1 no-inherit+fable skill-runners → W2 plugin split + doc two-mode + inert-pin conversions → W3 tier moves → W4 handover two-mode → W5 seo/geo 3-mode pipelines → W6 doctrine sweep). Plan challenged 4 passes (1 BLOCKER closed by fable spike). Per-wave planted-input smokes disk-verified. Census 125/0, make test green throughout. [[BDR-077]] [[LRN-137]].
+
+## 2026-07-20
+- ctx7 coverage audit (user ask "ctx7 appelé à chaque techno ?") → verdict PARTIAL. 4 gaps: find-docs question-only, /feat //bugfix executors blind, ad-hoc coding uncovered, fast-libs hardcoded 3×. All 4 closed → BDR-078 (fast-libs.sh single source + ctx7-reminder hook + description trigger + executor-brief rule). fast-libs test 11/0, make test + review-guards green. feature/ctx7-coverage, UNMERGED.

.claude/tasks/TODO.md

@@ -1,5 +1,25 @@
 # TODO
 
+## 2026-07-20 — ctx7 coverage extension (feature/ctx7-coverage, BDR-078)
+Close the 4 gaps from the ctx7 coverage audit: /feat //bugfix + ad-hoc coding
+never consult ctx7; fast-libs list hardcoded 3×; zero deterministic backstop.
+- [x] (d) `lib/fast-libs.sh` — single source of truth: `detect` +
+      `cache-status` verbs; JS (package.json exact/scoped keys) + Python;
+      7-day cache freshness. LC_ALL=C sort (locale-independent order).
+- [x] (c) `hooks/ctx7-reminder.sh` — UserPromptSubmit, once-per-session
+      sentinel, fires only when fast-libs detected; settings.json
+      registration (2nd ctx7 surface, deliberate refinement of BDR-053).
+- [x] (a) find-docs description — before-writing-code trigger (fast-moving
+      libs, even without a doc question) + cache-first rule in body.
+- [x] (b) feater.md + bugfixer.md — fast-lib docs rule (read fresh cache,
+      else ctx7 fetch max 2 topics, else NOTES cache miss + proceed).
+- [x] consumers → lib: ship-feature STEP 0c, init-project STEP 5c, onboard
+      STEP 3.5 detection blocks point at fast-libs.sh.
+- [x] `lib/tests/fast-libs.test.sh` (lib verbs + hook fire/sentinel/quiet)
+      — 11/0, auto-discovered by the make test glob.
+- [x] Gate: shellcheck + make test green (review-guards 5/0). BDR-078 +
+      journal + CHANGELOG done. Committed on branch, NO merge (human gate).
+
 ## 2026-07-19 — Opus-pin dispatched judgment agents (branch feature/opus-pin-audit-agents)
 
 Goal: session model (Fable) = orchestration + inline reflection ONLY.

CHANGELOG.md

@@ -6,6 +6,9 @@ Format follows [Keep a Changelog](https://keepachangelog.com/).
 
 ## [Unreleased]
 
+### Added
+- **ctx7 coverage extension (BDR-078)** — the "consult current docs before coding against a fast-moving lib" doctrine now covers every code path, not just the two big pipelines. (1) `lib/fast-libs.sh`: single source of truth for fast-lib detection (`detect` / `cache-status` verbs; JS package.json anchored keys + Python requirements/pyproject; 7-day `.ctx7-cache/` freshness; locale-independent sort), replacing three hardcoded lists (`/ship-feature` STEP 0c, `/init-project` STEP 5c, `/onboard` STEP 3.5). (2) `hooks/ctx7-reminder.sh`: once-per-session UserPromptSubmit nudge when the project carries fast-libs and the cache is missing/stale — closes the ad-hoc-coding gap. (3) find-docs description extended with a before-writing-code trigger + a cache-first rule (read fresh cache, tee fetched docs back into it). (4) feater/bugfixer executor briefs gain the fast-lib docs rule (read fresh cache, else 2-topic `npx ctx7@latest` fetch, else report `ctx7 cache miss` and proceed). Second deliberate ctx7 surface — a scoped refinement of BDR-053's single-surface rule, not a reversal.
+
 ## [1.1.0] — 2026-07-16
 
 ### Added

agents/bugfixer.md

@@ -36,6 +36,12 @@ Every choice was made in the plan or is a NEED-DECISION to report.
   before reporting.
 - Follow existing code patterns and CLAUDE.md limits (function size, params,
   no global state). Keep the fix minimal — no "while we're here" cleanups.
+- Fast-moving libs (`bash ~/.claude/lib/fast-libs.sh detect .` — React,
+  Next.js, Prisma…): before touching their APIs, read a fresh
+  `.ctx7-cache/<lib>*.md` if present; else fetch targeted docs, max 2
+  topics (`npx ctx7@latest library <name> "<q>"` then `docs <id> "<q>"`).
+  ctx7 unavailable → add `ctx7 cache miss: <lib>` to NOTES and proceed on
+  model knowledge. Stable techs skip this entirely.
 - FORBIDDEN: `git commit`, branch ops, push, merge, new dependencies,
   security/verifier dispatch, editing `.claude/**` or memory registries, user
   questions (you cannot ask — report instead), attribution trailers of any kind.

agents/feater.md

@@ -47,6 +47,12 @@ report below is optional on this path (the dispatcher needs the edit applied
   suite incrementally; run it fully before reporting.
 - Follow existing code patterns and CLAUDE.md limits (function size,
   params, no global state). Match comment density and naming.
+- Fast-moving libs (`bash ~/.claude/lib/fast-libs.sh detect .` — React,
+  Next.js, Prisma…): before coding against their APIs, read a fresh
+  `.ctx7-cache/<lib>*.md` if present; else fetch targeted docs, max 2
+  topics (`npx ctx7@latest library <name> "<q>"` then `docs <id> "<q>"`).
+  ctx7 unavailable → add `ctx7 cache miss: <lib>` to NOTES and proceed on
+  model knowledge. Stable techs (C, SQL, POSIX sh…) skip this entirely.
 - FORBIDDEN: `git commit`, branch ops, push, merge, new dependencies,
   editing `.claude/**` or memory registries, user questions (you cannot
   ask — report instead), attribution trailers of any kind.

hooks/ctx7-reminder.sh

@@ -0,0 +1,63 @@
+#!/usr/bin/env bash
+# ctx7-reminder.sh
+#
+# UserPromptSubmit hook. When the current project uses fast-moving libs
+# (lib/fast-libs.sh) it injects ONE reminder per session to consult ctx7
+# (find-docs skill) before coding against their APIs, pointing at the
+# .ctx7-cache/ state. Closes the ad-hoc-coding gap: find-docs' description
+# fires on doc *questions* and ship-feature/init-project pre-fetch, but
+# nothing covered a plain "add a useEffect here" prompt (BDR-078; second
+# deliberate ctx7 surface, scoped refinement of BDR-053 single-surface).
+#
+# Soft nudge: always exits 0, never blocks. Stable-tech projects (no
+# manifest, or no fast-lib match) stay silent.
+
+set -euo pipefail
+
+input="$(cat)"
+
+field() { # $1=json key — extracted from hook stdin, empty on failure
+  printf '%s' "$input" | python3 -c \
+    "import sys,json; print(json.load(sys.stdin).get('$1',''))" \
+    2>/dev/null || true
+}
+
+prompt="$(field prompt)"
+case "$prompt" in
+  '<task-notification>'*) exit 0 ;; # harness turn, not a user request
+esac
+
+cwd="$(field cwd)"
+[ -n "$cwd" ] || cwd="$PWD"
+
+# Cheap bail-out before any lib work: no manifest → no fast-libs.
+[ -f "$cwd/package.json" ] || [ -f "$cwd/requirements.txt" ] \
+  || [ -f "$cwd/pyproject.toml" ] || exit 0
+
+# One fire per session: the doctrine holds for the whole session,
+# repeating it on every prompt would be token spam.
+session_id="$(field session_id)"
+sentinel="${TMPDIR:-/tmp}/.ctx7-reminder-${session_id:-nosession}"
+[ -e "$sentinel" ] && exit 0
+
+# Resolve the lib next to this hook (repo layout), fall back to the
+# installed copy — both paths exist through the link.sh symlinks.
+script_dir="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+libsh="${script_dir}/../lib/fast-libs.sh"
+[ -f "$libsh" ] || libsh="${HOME}/.claude/lib/fast-libs.sh"
+[ -f "$libsh" ] || exit 0
+
+libs="$(bash "$libsh" detect "$cwd" 2>/dev/null || true)"
+[ -n "$libs" ] || exit 0
+
+status="$(bash "$libsh" cache-status "$cwd" 2>/dev/null || true)"
+: > "$sentinel" || true
+list="$(printf '%s' "$libs" | tr '\n' ' ' | sed 's/ *$//')"
+
+if [ "$status" = "fresh" ]; then
+  printf '📚 Fast-moving libs in this project (%s) — fresh .ctx7-cache/ present: read the matching cache file before relying on their APIs.\n' "$list"
+else
+  printf '📚 Fast-moving libs in this project (%s) — .ctx7-cache/ %s: consult ctx7 (find-docs skill) before writing code against their APIs. Stable techs need nothing.\n' "$list" "${status:-missing}"
+fi
+
+exit 0

install-plugins.sh

@@ -644,6 +644,46 @@ if command -v ctx7 &>/dev/null; then
   # (~490 tok/session, job1 F10). Purge it unconditionally so re-runs and
   # manual `ctx7 setup` invocations stay rule-free.
   rm -f "$HOME/.claude/rules/context7.md"
+  # BDR-078: re-apply the coverage extension to the generated skill — the
+  # before-writing-code trigger (description) + the cache-first rule (body).
+  # The dist is machine-owned (gitignored, regenerated on fresh clones), so
+  # the durable copy of this patch lives HERE. Idempotent: grep-guarded.
+  _fd="$HOME/.claude/skills/find-docs/SKILL.md"
+  if [ -f "$_fd" ] && ! grep -q 'fast-libs.sh detect' "$_fd"; then
+    if python3 - "$_fd" <<'PY'
+import sys
+p = sys.argv[1]
+s = open(p, encoding="utf-8").read()
+DESC = """
+  Also use BEFORE writing or modifying code that uses a fast-moving library
+  (anything `bash ~/.claude/lib/fast-libs.sh detect .` reports — React,
+  Next.js, Prisma, Tailwind, Astro, Svelte…), even when the user asked for
+  code rather than documentation — unless a fresh `.ctx7-cache/` file already
+  covers the API involved. Stable technologies (C, C++98, POSIX shell, SQL…)
+  need no lookup."""
+BODY = """
+## Cache first
+
+Before any fetch, check the project's `.ctx7-cache/`
+(`bash ~/.claude/lib/fast-libs.sh cache-status .`): a fresh (<7 days)
+`<lib>*.md` may already answer — read it instead of calling ctx7. When a
+`docs` call supports code you are about to write, save the output for the
+next consumer:
+`npx ctx7@latest docs <id> "<query>" | tee .ctx7-cache/<lib>-<topic>.md`.
+"""
+i = s.index("\n---", 3)          # closing frontmatter fence
+s = s[:i] + "\n" + DESC + s[i:]
+m = "using the Context7 CLI.\n"  # intro line under the H1
+j = s.index(m) + len(m) if m in s else len(s)
+s = s[:j] + BODY + s[j:]
+open(p, "w", encoding="utf-8").write(s)
+PY
+    then
+      ok "find-docs skill extended (BDR-078 fast-libs trigger + cache-first)"
+    else
+      warn "find-docs BDR-078 patch failed — re-run 'make plugin' or patch by hand"
+    fi
+  fi
   info "Standalone usage:  ctx7 docs /vercel/next.js \"middleware\""
 fi
 

lib/fast-libs.sh

@@ -0,0 +1,65 @@
+#!/usr/bin/env bash
+# fast-libs.sh — single source of truth for "fast-moving library" detection.
+#
+# Fast-moving = API churns faster than model training data (React, Next.js,
+# Prisma…) → consult ctx7 (find-docs) before coding against it. Stable techs
+# (C, C++98, POSIX sh, SQL…) never match: no ctx7 needed (BDR-078).
+#
+# Consumers: hooks/ctx7-reminder.sh, /ship-feature STEP 0c, /init-project
+# STEP 5c, /onboard STEP 3.5, feater/bugfixer executor briefs.
+#
+# Verbs:
+#   fast-libs.sh detect [dir]        detected libs, one/line; exit 1 if none
+#   fast-libs.sh cache-status [dir]  fresh|stale|missing; exit 0 only if fresh
+
+set -euo pipefail
+
+# Exact npm dependency keys (unscoped). Anchored full-key match — "react"
+# must not drag react-icons along.
+NPM_EXACT='next|react|react-dom|react-native|expo|prisma|supabase'
+NPM_EXACT+='|drizzle-orm|astro|svelte|vue|nuxt|tailwindcss|vite|next-auth'
+NPM_EXACT+='|motion|framer-motion|ai|openai|langchain|remix|fastify'
+# Scoped npm orgs (@org/…).
+NPM_SCOPED='prisma|supabase|astrojs|sveltejs|tanstack|clerk|anthropic-ai'
+NPM_SCOPED+='|langchain|remix-run|nestjs|tailwindcss'
+# Python distributions (requirements.txt / pyproject.toml).
+PY_LIBS='fastapi|pydantic|sqlalchemy|langchain'
+
+CACHE_MAX_AGE_DAYS=7
+
+npm_fast_libs() { # $1=dir — matching dependency keys, one per line
+  [ -f "$1/package.json" ] || return 0
+  jq -r '((.dependencies // {}) + (.devDependencies // {})) | keys[]' \
+    "$1/package.json" 2>/dev/null \
+    | grep -E "^(${NPM_EXACT})\$|^@(${NPM_SCOPED})/" || true
+}
+
+py_fast_libs() { # $1=dir — matching distributions, one per line
+  grep -hoiE "\b(${PY_LIBS})\b" \
+    "$1/requirements.txt" "$1/pyproject.toml" 2>/dev/null \
+    | tr '[:upper:]' '[:lower:]' | LC_ALL=C sort -u || true
+}
+
+detect() { # $1=dir — union, sorted unique; exit 1 when empty
+  local libs
+  # LC_ALL=C: deterministic order whatever the caller's locale.
+  libs="$(printf '%s\n%s\n' "$(npm_fast_libs "$1")" "$(py_fast_libs "$1")" \
+    | sed '/^$/d' | LC_ALL=C sort -u)"
+  [ -n "$libs" ] || return 1
+  printf '%s\n' "$libs"
+}
+
+cache_status() { # $1=dir — fresh|stale|missing; exit 0 only when fresh
+  [ -d "$1/.ctx7-cache" ] || { echo missing; return 1; }
+  if [ -n "$(find "$1/.ctx7-cache" -name '*.md' \
+      -mtime "-${CACHE_MAX_AGE_DAYS}" -print -quit 2>/dev/null)" ]; then
+    echo fresh; return 0
+  fi
+  echo stale; return 1
+}
+
+case "${1:-}" in
+  detect)       detect "${2:-.}" ;;
+  cache-status) cache_status "${2:-.}" ;;
+  *) echo "usage: fast-libs.sh detect|cache-status [dir]" >&2; exit 2 ;;
+esac

lib/tests/fast-libs.test.sh

@@ -0,0 +1,52 @@
+#!/usr/bin/env bash
+# lib/tests/fast-libs.test.sh — fast-libs.sh verbs + ctx7-reminder hook (BDR-078)
+set -u
+ROOT="$(cd "$(dirname "$0")/../.." && pwd)"
+L="$ROOT/lib/fast-libs.sh"
+H="$ROOT/hooks/ctx7-reminder.sh"
+pass=0; fail=0
+check() { if [ "$2" = "$3" ]; then pass=$((pass+1)); else fail=$((fail+1));
+  printf 'FAIL %s: got[%s] want[%s]\n' "$1" "$2" "$3"; fi; }
+
+tmp="$(mktemp -d)"; trap 'rm -rf "$tmp"' EXIT
+
+# --- detect: JS fast-libs matched, stable deps ignored ---
+mkdir -p "$tmp/js"
+cat > "$tmp/js/package.json" <<'EOF'
+{"dependencies":{"react":"^19","express":"^5","@tanstack/react-query":"^5"},
+ "devDependencies":{"vite":"^6","lodash":"^4"}}
+EOF
+check T1-js-detect "$(bash "$L" detect "$tmp/js" | tr '\n' ' ')" \
+  "@tanstack/react-query react vite "
+
+# react-icons must NOT ride the react match (anchored full-key)
+mkdir -p "$tmp/near"
+printf '{"dependencies":{"react-icons":"^5","express":"^5"}}' \
+  > "$tmp/near/package.json"
+check T2-near-miss "$(bash "$L" detect "$tmp/near" >/dev/null 2>&1; echo $?)" 1
+
+# --- detect: python manifest + stable-tech project (exit 1) ---
+mkdir -p "$tmp/py"
+printf 'fastapi==0.115\nrequests>=2\n' > "$tmp/py/requirements.txt"
+check T3-py-detect "$(bash "$L" detect "$tmp/py")" "fastapi"
+mkdir -p "$tmp/cpp"
+check T4-none "$(bash "$L" detect "$tmp/cpp" >/dev/null 2>&1; echo $?)" 1
+
+# --- cache-status: missing / fresh / stale ---
+check T5-missing "$(bash "$L" cache-status "$tmp/js" || true)" missing
+mkdir -p "$tmp/js/.ctx7-cache"; touch "$tmp/js/.ctx7-cache/react-core.md"
+check T6-fresh "$(bash "$L" cache-status "$tmp/js")" fresh
+touch -d '10 days ago' "$tmp/js/.ctx7-cache/react-core.md"
+check T7-stale "$(bash "$L" cache-status "$tmp/js" || true)" stale
+
+# --- hook: fires once per session, silent on stable projects ---
+hook() { printf '{"prompt":"add a hook","session_id":"%s","cwd":"%s"}' \
+  "$1" "$2" | TMPDIR="$tmp" bash "$H"; }
+check H1-fires "$(hook s1 "$tmp/js" | grep -c 'Fast-moving')" 1
+check H2-once "$(hook s1 "$tmp/js" | wc -l)" 0
+check H3-cpp-quiet "$(hook s2 "$tmp/cpp" | wc -l)" 0
+check H4-notif-quiet \
+  "$(printf '{"prompt":"<task-notification>x","session_id":"s3","cwd":"%s"}' \
+    "$tmp/js" | TMPDIR="$tmp" bash "$H" | wc -l)" 0
+
+printf 'PASS=%s FAIL=%s\n' "$pass" "$fail"; [ "$fail" -eq 0 ]

settings.json

@@ -281,6 +281,12 @@
             "command": "bash ~/.claude/hooks/design-toolchain-reminder.sh",
             "timeout": 5,
             "statusMessage": "Checking design signals..."
+          },
+          {
+            "type": "command",
+            "command": "bash ~/.claude/hooks/ctx7-reminder.sh",
+            "timeout": 5,
+            "statusMessage": "Checking fast-libs..."
           }
         ]
       }

skills/init-project/SKILL.md

@@ -114,7 +114,9 @@ report carries the rendered README draft as `[CREATE-AUTO]`; re-dispatch
 that plan to write it. No stop (README bootstrap is unconditional).
 
 ## STEP 5c — CTX7 PRE-FETCH (if fast-libs detected)
-If `fast-libs` signal was detected in STEP 0 (Next.js, React 18+, Prisma, Supabase, Drizzle, etc.):
+If `fast-libs` signal was detected in STEP 0 — single source of truth:
+`bash ~/.claude/lib/fast-libs.sh detect .` (Next.js, React, Prisma,
+Supabase, Drizzle… — BDR-078):
 1. Create `.ctx7-cache/` directory in project root.
 2. For each detected fast-lib, fetch core docs:
    ```bash

skills/onboard/SKILL.md

@@ -207,13 +207,10 @@ ls .ctx7-cache/ 2>/dev/null
 ```
 
 ### Détection fast-libs
-Parse manifests selon l'archétype :
-- **nextjs-app-router** → chercher : next, react, prisma, @supabase/*, drizzle-orm, next-auth, @clerk/*
-- **react-spa** → chercher : react, @tanstack/*, zustand, jotai
-- **rest-api-node** → chercher : fastify, @nestjs/*, prisma, drizzle-orm
-- **rest-api-python** → chercher : fastapi, pydantic, sqlalchemy (si ≥ 2.0)
-- **astro-static** → chercher : astro, @astrojs/*
-- **wordpress / cli-tool / library / dotfiles-meta / static-html** → souvent aucune fast-lib, audit léger
+Source unique : `bash ~/.claude/lib/fast-libs.sh detect .` (deps JS/TS via
+package.json + Python via requirements/pyproject — liste centralisée,
+BDR-078). Archétypes wordpress / cli-tool / library / dotfiles-meta /
+static-html → souvent aucune fast-lib, audit léger.
 
 ### Vérification cache
 Pour chaque fast-lib détectée :

skills/ship-feature/SKILL.md

@@ -52,7 +52,8 @@ ls .gsd/ROADMAP.md 2>/dev/null | head -1
   STOP.
 
 ## STEP 0c — CTX7 CACHE CHECK (if fast-libs in project)
-Check if the project uses fast-evolving libs (scan `package.json` for next, react, prisma, supabase, drizzle, expo):
+Check if the project uses fast-moving libs — single source of truth:
+`bash ~/.claude/lib/fast-libs.sh detect .` (exit 1 = none; BDR-078):
 1. If `.ctx7-cache/` exists with recent files (<7 days old) → print `📚 ctx7 cache found: <libs>` and continue.
 2. If `.ctx7-cache/` missing or stale AND `ctx7` is installed AND fast-libs detected:
    ```bash