Agent Skillsgmickel/flow-next › flow-next-audit

flow-next-audit

GitHub

审计代码库中的记忆条目,通过比对当前代码状态决定保留、更新、合并、替换或删除。支持自动修复模式,旨在清理过时记忆,确保知识库准确性。

optimization/audit/baseline/SKILL.md gmickel/flow-next

Trigger Scenarios

/flow-next:audit audit memory review memory refresh learnings sweep stale memory consolidate overlapping memory entries

Install

npx skills add gmickel/flow-next --skill flow-next-audit -g -y
More Options

Non-standard path

npx skills add https://github.com/gmickel/flow-next/tree/main/optimization/audit/baseline -g -y

Use without installing

npx skills use gmickel/flow-next@flow-next-audit

指定 Agent (Claude Code)

npx skills add gmickel/flow-next --skill flow-next-audit -a claude-code -g -y

安装 repo 全部 skill

npx skills add gmickel/flow-next --all -g -y

预览 repo 内 skill

npx skills add gmickel/flow-next --list

SKILL.md

Frontmatter
{
    "name": "flow-next-audit",
    "description": "Audit `.flow\/memory\/` entries against the current codebase and decide Keep \/ Update \/ Consolidate \/ Replace \/ Delete per entry. Triggers on \/flow-next:audit, \"audit memory\", \"review memory\", \"refresh learnings\", \"sweep stale memory\", \"consolidate overlapping memory entries\". Optional `mode:autofix` token in arguments runs without questions and marks ambiguous as stale. Optional scope hint after the mode token (concept, category, module, or path) narrows what gets audited.",
    "allowed-tools": "AskUserQuestion, Read, Bash, Grep, Glob, Write, Edit, Task",
    "user-invocable": false
}

/flow-next:audit — agent-native memory staleness review

Memory entries decay. A .flow/memory/bug/runtime-errors/ entry logged six months ago might reference a renamed file, a deleted function, or a codepath that no longer exists. Without periodic review, the store accumulates zombie entries and memory-scout surfaces outdated advice.

This skill IS the audit. The host agent (Claude Code / Codex / Droid) walks .flow/memory/, reads each entry, uses Read/Grep/Glob/git to verify references against the current codebase, applies engineering judgment, and decides per entry whether to Keep / Update / Consolidate / Replace / Delete. Optional autofix mode applies unambiguous actions and marks ambiguous as stale.

Decision entries (.flow/memory/knowledge/decisions/) and glossary terms (GLOSSARY.md files at the repo root and on the ancestor chain) are walked alongside the rest of memory. Decisions get a calibrated judging question — "does the constraint that motivated this choice still hold?" — and Replace becomes a two-step supersession (write successor, mark old decision_status: superseded, never git rm). Glossary terms are scanned for code usage; zero-hit terms get a <!-- stale: ... --> HTML comment via Edit tool (no flowctl glossary mark-stale exists), _Avoid_ aliases appearing in code surface as alias-creep findings.

There is no Python audit-engine, no codex/copilot subprocess dispatch, no deterministic scorer. The host agent is already an LLM and does the work directly. flowctl provides only thin persistence plumbing (memory mark-stale, memory mark-fresh, memory search --status) — landed by Task 2 of this spec.

Read workflow.md for the full phase-by-phase execution. Read phases.md for the 5-outcomes lookup with memory-schema-specific calibration.

Preamble

CRITICAL: flowctl is BUNDLED — NOT installed globally. which flowctl will fail (expected). Define once; subsequent blocks (here and in workflow.md) use $FLOWCTL:

FLOWCTL="${DROID_PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}/scripts/flowctl"
[ -x "$FLOWCTL" ] || FLOWCTL=".flow/bin/flowctl"

Inline skill (no context: fork)AskUserQuestion must stay reachable across phases. Subagents can't call blocking question tools (Claude Code issues #12890, #34592). Phase 3 (Ask) and Phase 6 (Discoverability check) both require user choice in interactive mode. (sync-codex.sh rewrites this to a plain-text numbered prompt in the Codex mirror.)

Mode Detection

Parse $ARGUMENTS for the literal token mode:autofix. If present, strip it from the arguments — the remainder is the scope hint.

RAW_ARGS="$ARGUMENTS"
MODE="interactive"
if [[ "$RAW_ARGS" == *"mode:autofix"* ]]; then
  MODE="autofix"
  # Strip token, collapse whitespace, trim.
  SCOPE_HINT=$(printf "%s" "$RAW_ARGS" | sed 's/mode:autofix//' | tr -s ' ' | sed 's/^ //;s/ $//')
else
  SCOPE_HINT="$RAW_ARGS"
fi
Mode When Behavior
Interactive (default) User is at the terminal Ask decisions on ambiguous cases via blocking-question tool; confirm batched actions; run discoverability check with consent
Autofix (mode:autofix in arguments) Ralph or batch usage No user questions. Apply Keep/Update/Consolidate/auto-Delete/Replace-with-sufficient-evidence directly. Mark ambiguous as stale. Print the full report. Discoverability surfaces as a recommendation, not an edit

Autofix mode rules

  • No user questions. Never call the blocking-question tool.
  • Process all entries in scope. No scope-narrowing question. If no scope hint was provided, process every categorized entry.
  • Attempt all safe actions. Keep (no-op), Update (write tool), Consolidate (merge + git rm subsumed), auto-Delete (only when code AND problem domain both gone), Replace (only with sufficient evidence to write a trustworthy successor).
  • Mark ambiguous as stale. When classification is genuinely ambiguous (Update vs Replace vs Consolidate vs Delete) or Replace evidence is insufficient, run flowctl memory mark-stale <id> --reason "..." instead of guessing. Stale-marking writes are atomic and round-trip safe.
  • Conservative confidence. Borderline cases get marked stale; never deleted on autofix.
  • Always print the full report. The report is the sole deliverable — there is no user to ask follow-ups.

Interaction Principles (interactive mode only)

In autofix mode, skip user questions entirely and apply the rules above.

In interactive mode, follow these principles:

  • Ask one question at a time via AskUserQuestion (call ToolSearch with select:AskUserQuestion first if its schema isn't loaded). Fall back to numbered options in plain text only if the tool is unreachable or errors. Never silently skip the question.
  • Prefer multiple choice when natural options exist.
  • Lead with the recommended option and a one-sentence rationale.
  • Do not ask the user to make decisions before evidence is gathered — Phase 1 investigates first, Phase 3 asks.
  • Group obvious Keeps and obvious Updates together for batched confirmation. Present Consolidate / Replace / Delete one at a time.

The goal is automated maintenance with human oversight on judgment calls — not a question for every finding.

Forbidden

  • Auditing legacy flat files (.flow/memory/pitfalls.md, conventions.md, decisions.md at the memory root). Skip with a warning that recommends /flow-next:memory-migrate first. Report includes the skipped count.
  • Auditing under _audit/, _review/, or any other _* directory under .flow/memory/.
  • Deleting silently. Delete is reserved for unambiguous cases (code gone AND problem domain gone). Default to Replace or Consolidate when there's still value to preserve.
  • git rm on superseded decision entries. Decision history stays on disk. Replace for knowledge/decisions/ entries means write a new entry and mark the old decision_status: superseded with superseded_by: <new-id> — never delete the old file.
  • Deleting glossary terms. When a term has zero code hits, mark stale via Edit-tool HTML comment. Removing the term entry is the operator's call, surfaced in the report.
  • Inventing flowctl subcommands beyond what fn-34 task 2 ships (memory mark-stale, memory mark-fresh, memory search --status). fn-38 task 2 ships only glossary {add,list,read,remove} — there is no flowctl glossary mark-stale; use Edit tool. Use Write tool + git for moves and deletes.
  • Mass-renaming code from a glossary alias-creep finding. The audit reports file:line locations and stops there; code rename is the operator's call.
  • Auto-committing without user awareness in interactive mode. Phase 5 detects git context and asks. Autofix uses sensible defaults.
  • Setting context: fork — blocking-question tools must stay reachable.
  • Running parallel replacement subagents. Investigation subagents can run in parallel for 3+ independent entries; replacement subagents run sequentially to protect orchestrator context.

Pre-check: local setup version

Same pattern as /flow-next:plan and /flow-next:prospect — non-blocking notice when .flow/meta.json setup_version lags the plugin version:

if [[ -f .flow/meta.json ]]; then
  SETUP_VER=$(jq -r '.setup_version // empty' .flow/meta.json 2>/dev/null)
  PLUGIN_JSON="${DROID_PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}/.claude-plugin/plugin.json"
  PLUGIN_VER=$(jq -r '.version' "$PLUGIN_JSON" 2>/dev/null || echo "unknown")
  if [[ -n "$SETUP_VER" && "$PLUGIN_VER" != "unknown" && "$SETUP_VER" != "$PLUGIN_VER" ]]; then
    echo "Plugin updated to v${PLUGIN_VER}. Run /flow-next:setup to refresh local scripts (current: v${SETUP_VER})." >&2
  fi
fi

Workflow

Execute the phases in workflow.md in order:

  1. Discover & Triage — walk .flow/memory/{bug,knowledge}/<category>/, group by module / category, count, choose interaction path (focused / batch / broad), skip legacy + _* directories with a counted warning. knowledge/decisions/ entries are picked up automatically by the same glob. 0.5 Glossary scan — enumerate GLOSSARY.md files via flowctl glossary list --json; per term, grep tracked code for the term and each _Avoid_ alias (case-insensitive whole-word, normalized whitespace); zero hits + zero alias hits → mark stale via Edit tool (HTML comment after the term heading); alias hits → surface as alias-creep finding for Phase 3 (interactive) or report (autofix); skip husk files (count: 0) with a single advisory.
  2. Investigate — per entry: read frontmatter + body, verify referenced files / symbols / modules against current code via Read / Grep / Glob, check git log in the area, form Keep / Update / Consolidate / Replace / Delete recommendation with 2-4 evidence bullets and confidence. For 3+ independent entries, dispatch parallel investigation subagents (read-only). Decision entries use the calibrated judging question — "does the constraint still hold?" — see phases.md §Decision-entry calibration. 1.75 Cross-doc analysis — compare entries sharing module / category for overlap (problem, solution, root cause, files), supersession (newer canonical entry covers older narrower precursor), contradictions.
  3. Classify — apply phases.md decision criteria. For Replace, verify evidence is sufficient to write a trustworthy successor; mark stale otherwise. For decision entries, Replace = supersede (write new entry; mark old decision_status: superseded, superseded_by: <new-id>; never git rm the old).
  4. Ask — interactive only; autofix skips. Group obvious Keeps + Updates → confirm batch. Present Consolidate / Replace / non-auto-Delete individually. Surface glossary alias-creep findings per alias. Lead with recommendation. One question at a time.
  5. Execute — Keep: no edit. Update: agent edits frontmatter / body via Write tool, preserving unknown fields. Consolidate: merge unique content into canonical, git rm subsumed. Replace: write new entry, git rm old (decisions: write new + edit old's frontmatter to mark superseded, never git rm). Delete: git rm (only when code AND problem domain both gone). Glossary stale: Edit comment after term heading. Ambiguous in autofix: flowctl memory mark-stale.
  6. Report + Commit — print Kept / Updated / Consolidated / Replaced / Deleted / Marked-stale / Skipped counts plus per-entry detail and a Glossary section (Kept / Marked stale / Alias-creep / Husks). Detect git context (current branch, dirty tree). Interactive: ask commit options. Autofix: branch-and-PR on main, commit on feature branch, stage only audit-modified files.
  7. Discoverability check — verify the substantive CLAUDE.md / AGENTS.md (the one not just @-including the other) mentions .flow/memory/ with schema basics (track / category / module / tags / status) and when to consult. Add a minimal line if missing — interactive asks consent, autofix surfaces as recommendation.

Output rules

The full report is the deliverable — print it as markdown to stdout. Do not summarize internally and emit a one-liner.

Report structure (see workflow.md §5 for full schema):

Memory Audit Summary
====================
Scanned: N entries
Skipped legacy: M (run `/flow-next:memory-migrate` first to make these auditable)

Kept: X
Updated: Y
Consolidated: C
Replaced: Z
Deleted: W
Marked stale: S

Glossary
--------
Files scanned: F (H husks)
Terms scanned: T
Kept: K_g
Marked stale: S_g
Alias-creep flagged: A_g

Then per-entry detail (id, classification, evidence, action taken). For Consolidate: which entry was canonical, what unique content was merged, what was deleted. For Replace: what the old entry recommended vs what current code does, path to successor (decision Replace also notes the old entry now carries decision_status: superseded). For Marked stale: why ambiguous. For glossary terms: only stale + alias-creep cases get per-term lines (Keep is silent); husks get a one-line advisory each.

Autofix mode splits actions into Applied (writes succeeded) and Recommended (writes failed — e.g. permission denied). The structure is the same; only the bucket differs.

Version History

  • 8baa538 Current 2026-08-20 07:58

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