agentleFS
ChianWChianW/C31/skills/core/C31-plan/SKILL.md

C31-plan

Skill1 starsChanged 3 months agoMITView on GitHub

plan, 制定计划, roadmap | 规划阶段:将需求转化为带验证门和威胁建模的可执行计划

The file

Show its rules and text

We split this skill into the rules it gives an agent

34 rules. About 0 are common, 20 are distinctive, and 14 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈20

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 14

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    If user references an existing plan in memory/.planning/phases/: read it, confirm update-vs-new, revise.

    line 53
  2. Distinctive:

    If user says "deepen the plan": identify target, verify completeness, short-circuit to Phase 5.

    line 54
  3. Very specific:

    Search docs/brainstorms/ and memory/.planning/ for *-requirements.md.

    line 64
  4. Distinctive:

    If no upstream doc exists:

    line 68
  5. Very specific:

    If scope is ambiguous, recommend C31-brainstorm — but offer to continue.

    line 70
  6. Very specific:

    If bug-shaped, surface C31-debug.

    line 72
  7. Very specific:

    If origin doc has blocking questions affecting behavior, scope, or success criteria: surface them, ask whether to resume C31-brainstorm or …

    line 76
  8. Very specific:

    Read references/synthesis-summary.md if available.

    line 86
  9. Distinctive:

    Ask the user only when the answer materially affects architecture, scope, sequencing, or risk and cannot be inferred.

    line 123
  10. Distinctive:

    Before any unit or decision is committed to the plan, run the CEDAR adversarial loop on non-trivial items (anything that affects …

    line 129
  11. Distinctive:

    Escalation hint: If your model supports multi-model reasoning, run DOUBT with a "devil's advocate" system prompt.

    line 141
  12. Distinctive:

    Every requirement must have at least one covering unit.

    line 223
  13. Distinctive:

    Every covering unit must have test scenarios verifying the requirement.

    line 224
  14. Very specific:

    Read memory/.planning/CONTEXT.md (or docs/brainstorms/CONTEXT.md) if it exists.

    line 229
  15. Very specific:

    Default for no new dependencies: No external dependencies introduced.

    line 245
  16. Distinctive:

    Consider each STRIDE category.

    line 264
  17. Very specific:

    Use --- between top-level sections in Standard/Deep plans.

    line 321
  18. Distinctive:

    All paths repo-relative. No absolute paths, git commands, exact test recipes.

    line 322
  19. Distinctive:

    No implementation code. Pseudo-code/Mermaid allowed as directional guidance.

    line 323
  20. Distinctive:

    Check: plan does not invent product behavior.

    line 330
  21. Distinctive:

    If gaps found → flag, patch, increment counter.

    line 336
  22. Distinctive:

    Required: Write to disk before presenting options.

    line 348
  23. Distinctive:

    Thin local grounding override: if Phase 1.2 triggered external research, always score.

    line 361
  24. Distinctive:

    If sufficiently grounded: "Confidence check passed" and proceed to 5.6.

    line 363
  25. Very specific:

    When warranted, read references/deepening-workflow.md if available.

    line 365
  26. Very specific:

    Read references/plan-handoff.md if available.

    line 369
  27. Distinctive:

    When you catch yourself skipping CEDAR or rushing a decision, check against these common excuses:

    line 380
  28. Very specific:

    Cross-model escalation: If a single model cannot break its own claim (common with sycophancy), escalate to a second reasoning pass with an …

    line 393
  29. Distinctive:

    When the planning workflow deviates from the normal path, handle it using the following if-then fallback table.

    line 397
  30. Distinctive:

    Principle: Every fallback path must produce a traceable artifact (record, marker, or user confirmation).

    line 409
  31. Distinctive:

    If TaskFlow or worktree context is active:

    line 442
  32. Distinctive:

    Update parent task: planning complete, implementation ready.

    line 444
  33. Very specific:

    When C31-work invoked from handoff, pass plan path as work target.

    line 445
  34. Very specific:

    Usage: Check each item during plan review.

    line 462

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Multilingual Triggers

LanguageTrigger phrases
ENplan, 制定计划, 实现方案, 怎么实现, 分步, plan-phase, roadmap
ZH制定计划, 规划, 怎么实现, 分步
JA計画を立てる, プランニング, 実装方法を考える

Output language: Respond automatically in the user's conversation language.

C31-plan

Turn requirements into validated, executable plans. C31-brainstorm defines WHAT; C31-plan defines HOW — with coverage gates, wave analysis, and threat modeling.

Trigger

User says "plan", "制定计划", "实现方案", "怎么实现", "分步", "plan-phase", "roadmap", or any request to break down a task into an executable plan.

Inputs

Gather before proceeding. If not provided, ask:

  1. What to plan — task, goal, feature, or project. Accepts a feature description, a requirements doc path, a brainstorm output, or a bug report.
  2. Upstream document (optional) — path to a *-requirements.md or STRATEGY.md in docs/brainstorms/ or memory/.planning/. Read first; treat as source of truth.
  3. Existing plan to deepen (optional) — identify target in memory/.planning/phases/ and short-circuit to Plan-Checker (Phase 5).

Core Principles

  1. Requirements as source of truth — Build from upstream docs; never re-invent behavior.
  2. Decisions, not code — Capture approach, boundaries, files, dependencies, risks, and test scenarios.
  3. Research before structuring — Explore codebase, docs/solutions/, AGENTS.md, CLAUDE.md.
  4. Nyquist validation — Map test coverage to every requirement before execution.
  5. Decision coverage gate (blocking) — Every CONTEXT.md decision must appear in the plan.
  6. Package legitimacy gate — Audit external dependencies with [OK] / [SUS] / [SLOP] tagging.
  7. Right-size the artifact — Same philosophy at every depth.
  8. Separate planning from execution discovery — Resolve planning-time questions here.
  9. Keep the plan portable — Repo-relative paths only.
  10. Doubt-Driven Development — Every non-trivial decision must survive adversarial scrutiny before it enters the plan.

Workflow

Phase 0: Resume, Source, and Scope

0.1 Resume or Deepen

  • If user references an existing plan in memory/.planning/phases/: read it, confirm update-vs-new, revise.
  • If user says "deepen the plan": identify target, verify completeness, short-circuit to Phase 5.

0.2 Classify Domain

  • Software (code, APIs, databases, deployment) → continue.
  • Ambiguous → ask before routing.
  • Universal → lightweight structure (scope, steps, risks, verification); skip software-specific phases.

0.3 Find Upstream Requirements

Search docs/brainstorms/ and memory/.planning/ for *-requirements.md. If STRATEGY.md exists at repo root, read it and anchor decisions to active tracks. If multiple match, ask the user which to use.

0.4 Bootstrap (No Requirements Doc)

If no upstream doc exists:

  • Assess if request is clear enough for direct planning.
  • If scope is ambiguous, recommend C31-brainstorm — but offer to continue.
  • Bootstrap: problem frame, intended behavior, scope boundaries, success criteria, blocking assumptions.
  • If bug-shaped, surface C31-debug. If ready-to-execute, suggest C31-work.

0.5 Resolve Blockers

If origin doc has blocking questions affecting behavior, scope, or success criteria: surface them, ask whether to resume C31-brainstorm or convert to assumptions. Do not continue while true blockers remain.

0.6 Assess Plan Depth

  • Lightweight — small, well-bounded; 2–4 units.
  • Standard — normal feature or refactor; 3–6 units.
  • Deep — cross-cutting, strategic, high-risk; 4–8+ units or phased.

0.7 Scope Synthesis (Solo Mode)

Read references/synthesis-summary.md if available. Compose internal three-bucket draft (Stated / Inferred / Out of scope). Derive call-outs where user input changes the plan.

  • Lightweight + zero call-outs: auto-proceed.
  • Standard / Deep or call-outs: present confirmation gate and wait.

🔴 CHECKPOINT — Scope Confirmation Gate For Standard / Deep or when call-outs exist: present the scope draft (three-bucket classification + key call-outs) and wait for user confirmation before entering Phase 1. Do not auto-advance.

Phase 1: Gather Context

1.1 Local Research (Always)

Prepare concise context: problem frame, requirements, key decisions, STRATEGY.md context. Then explore codebase (tech stack, patterns, conventions, files, tests), check docs/solutions/, AGENTS.md, CLAUDE.md. Detect posture: test-first, characterization-first, legacy fragility.

1.2 Decide on External Research

Lean toward external research when: high-risk topic (security, payments, privacy, APIs, compliance); codebase lacks local patterns (< 3 examples); unfamiliar territory. Skip when strong local patterns exist.

1.3 External Research (Conditional)

Research best practices, version-specific docs, domain pitfalls.

1.4 Consolidate

Summarize: relevant patterns, institutional learnings, external references, constraints.

1.5 Flow and Edge-Case Analysis (Conditional)

For Standard/Deep plans: analyze missing edge cases, state transitions, handoff gaps; requirements trace and verification strategy.

Phase 2: Resolve Planning Questions

Build question list from: deferred questions in origin doc, research gaps, technical decisions.

For each:

  • Resolved during planning — knowable from context.
  • Deferred to implementation — depends on runtime behavior.

Ask the user only when the answer materially affects architecture, scope, sequencing, or risk and cannot be inferred.

Phase 3: Structure the Plan

3.0 Doubt-Driven Development (CEDAR Process)

Before any unit or decision is committed to the plan, run the CEDAR adversarial loop on non-trivial items (anything that affects architecture, scope, sequencing, risk, or introduces external dependencies):

StepActionPromptOutput
CLAIMState the decision clearly"We will do X because Y."A single-sentence claim
EXTRACTSurface the evidence"What facts, requirements, or precedents support this?"Evidence list (from upstream docs, codebase, research)
DOUBTGenerate counter-arguments"Why might this be wrong? What if the opposite were true?"≥2 genuine counter-arguments
RECONCILEResolve or hedge"Given the doubt, adjust the claim or add a contingency."Revised claim + hedge/deferral
STOPDecide to proceed or abandon"Does the reconciled claim still hold?"[PROCEED], [DEFER], or [ABANDON]

Nyquist Compatibility: CEDAR feeds into Nyquist by ensuring test scenarios are born from doubt, not assumption. A doubt that cannot be reconciled becomes a risk in Risks and Mitigations or a deferred question.

Escalation hint: If your model supports multi-model reasoning, run DOUBT with a "devil's advocate" system prompt. If not, force yourself to write the counter-argument you least want to hear.

🛑 CHECKPOINT — CEDAR Stop Gate For every CEDAR decision that returns [ABANDON] or [DEFER]:

  • [ABANDON] → Confirm skipping that unit; record the reason for abandonment in Risks.
  • [DEFER] → Confirm deferral; move to Deferred Implementation Notes. Do not force [ABANDON] units into the plan. Obtain user confirmation or record explicitly before continuing.

3.1 Title and File Naming

Draft title: feat: ..., fix: ..., or refactor: .... Filename:

memory/.planning/phases/XX-YY-PLAN.md

XX = phase number, YY = sequence. Create memory/.planning/phases/ if needed. Name concise (3–5 words), kebab-cased.

3.2 Stakeholder and Impact Awareness

For Standard/Deep: note who is affected (users, devs, ops, teams) and how.

3.3 Break into Implementation Units

Break into logical, atomic units. Good units: focused on one component/behavior; touch related files; ordered by dependency; concrete enough for execution. Avoid micro-steps, spanning unrelated concerns, or vague units.

3.4 Wave Analysis (Required)

Group units by dependency for parallel execution:

## Wave Analysis

| Wave | Units | Dependency | Parallel? |
|------|-------|------------|-----------|
| W1   | U1, U2 | None (foundation) | ✅ |
| W2   | U3, U4 | U1, U2 | ✅ |
| W3   | U5 | U3 | ❌ |
  • Independent wave — no inter-dependency; can execute in parallel.
  • Dependent wave — requires prior wave; sequential.
  • A unit appears in exactly one wave.

3.5 High-Level Technical Design (Optional)

Include for DSL/API design, multi-component integration, data pipelines, state-heavy lifecycles, complex branching. Frame as directional guidance, not spec.

3.6 Define Each Implementation Unit

Each unit is a level-3 heading with stable U-ID: ### U1. [Name], ### U2. [Name], etc.

Stability rule: U-ID never renumbered. Reordering keeps IDs. Splitting: original ID stays, next unused for new. Deletion leaves a gap.

Per unit, include:

  • Goal — what this unit accomplishes
  • Requirements — which requirements it advances (cite R/F/AE IDs)
  • Dependencies — what must exist first (cite by U-ID)
  • Files — repo-relative paths (include test files)
  • Approach — key decisions, data flow, boundaries
  • Execution note — non-default posture (test-first, characterization-first)
  • Patterns to follow — existing conventions to mirror
  • Test scenarios — from every applicable category:
    • Happy path behaviors
    • Edge cases — boundaries, empty inputs, nil/null, concurrency
    • Error and failure paths — invalid input, downstream failures, timeouts
    • Integration scenarios — cross-layer behaviors mocks cannot prove
    • Each: input, action, expected outcome.
    • Non-feature units: Test expectation: none -- [reason]
  • Verification — how to know the unit is complete

3.7 Nyquist Validation Layer

Map test coverage to each requirement before finalizing:

## Nyquist Validation

| Requirement | Covered By | Test Scenarios | Gap? |
|-------------|------------|----------------|------|
| R1: ... | U1, U2 | U1-T1, U1-T2 | No |
| R2: ... | U3 | U3-T1 | ⚠️ Add edge case |
  • Every requirement must have at least one covering unit.
  • Every covering unit must have test scenarios verifying the requirement.
  • Flag gaps explicitly. Do not proceed until resolved or deferred.

3.8 Decision Coverage Gate (Blocking)

Read memory/.planning/CONTEXT.md (or docs/brainstorms/CONTEXT.md) if it exists. Every decision must appear in the plan: in a unit's Approach, in Key Technical Decisions, or in Deferred Implementation Notes with rationale. Missing decision = blocking — add before proceeding.

3.9 Package Legitimacy Gate

For plans introducing external dependencies, audit each:

PackageVersionSourceTagRationale
pkg-a^1.2.3npm[OK]Maintained, >10k stars, MIT
pkg-b^0.4.1npm[SUS]Low activity, single maintainer
pkg-clatestpip[SLOP]No pin, no changelog
  • [OK] — mainstream, maintained, clear license, version-pinned.
  • [SUS] — niche, low activity, unproven; extra scrutiny.
  • [SLOP] — no version pin, no provenance, or abandonware.

Default for no new dependencies: No external dependencies introduced.

3.10 STRIDE Threat Modeling (Install-Bearing Plans)

For plans involving installation, deployment, infrastructure, or auth/security:

## STRIDE Analysis

| Threat | Risk | Mitigation | Owner |
|--------|------|------------|-------|
| Spoofing | ... | ... | U3 |
| Tampering | ... | ... | U2 |
| Repudiation | ... | ... | U4 |
| Information Disclosure | ... | ... | U5 |
| Denial of Service | ... | ... | U2 |
| Elevation of Privilege | ... | ... | U3 |

Consider each STRIDE category. Mark N/A where irrelevant. Tie mitigations to specific units.

3.11 Keep Unknowns Separate

Record unresolvable items under Deferred Implementation Notes.

3.12 Route Tangential Work to Deferred

Adjacent refactors go to ### Deferred to Follow-Up Work — not active units.

Phase 4: Write the Plan

Never code during this skill. Research, decide, validate, and write.

4.1 Plan Depth Guidance

  • Lightweight — compact, 2–4 units; omit optional sections.
  • Standard — full template; 3–6 units; include risks, deferred questions, impact.
  • Deep — full template plus analysis; 4–8+ units; group into phases; include alternatives, risk analysis, rollout notes.

4.2 Core Plan Template

---
plan_id: XX-YY
type: feat | fix | refactor
status: active
title: "..."
created: YYYY-MM-DD
dependencies: []
---

## Problem Frame
## Summary
## Requirements Traceability
## Scope Boundaries
### In Scope
### Out of Scope
### Deferred to Follow-Up Work
## Key Technical Decisions
## Wave Analysis
## Nyquist Validation
## Decision Coverage Gate
## Package Legitimacy Gate
## STRIDE Analysis (if install-bearing)
## System-Wide Impact (Standard/Deep)
## Implementation Units
### U1. [Name]
[Goal, Requirements, Dependencies, Files, Approach, Test scenarios, Verification]
### U2. [Name]
[...]
## Deferred Implementation Notes
## Risks and Mitigations (Standard/Deep)

4.3 Planning Rules

  • Use --- between top-level sections in Standard/Deep plans.
  • All paths repo-relative. No absolute paths, git commands, exact test recipes.
  • No implementation code. Pseudo-code/Mermaid allowed as directional guidance.
  • No Placeholders Rule: "TBD", "TODO", "implement later", "add appropriate error handling", "similar to Task N", or any deferred work marker is a plan failure. Every unit must contain: exact file paths, complete code blocks, exact commands with expected output. If you cannot fill a field, stop and investigate — do not proceed with placeholders.

Phase 5: Plan-Checker, Write, and Handoff

5.1 Review Before Writing

Check: plan does not invent product behavior; decisions grounded; units concrete and ordered; test posture carried forward; feature units have full test scenarios; deferred items explicit; U-IDs stable; Nyquist complete; Decision Coverage satisfied; Package Legitimacy audited; STRIDE present for install-bearing plans.

5.2 Plan-Checker Agent (Verify Loop, Max 3 Iterations)

For each gate (Nyquist, Decision Coverage, Package Legitimacy, STRIDE, Wave Analysis):

  1. Check completeness.
  2. If gaps found → flag, patch, increment counter.
  3. Re-check.
  4. Max 3 iterations. If still failing, record as ⚠️ UNRESOLVED and proceed.

Report: Plan-checker pass: N iterations, N unresolved items.

5.3 Scope Synthesis (Brainstorm-Sourced)

Fires only when sourced from upstream brainstorm. Read references/synthesis-summary.md if available. Emit two paragraphs: (1) brainstorm-scope restatement, (2) plan-specific scoping decisions. Lightweight + zero call-outs: auto-proceed. Standard/Deep or call-outs: confirmation gate.

5.4 Write Plan File

Required: Write to disk before presenting options.

memory/.planning/phases/XX-YY-PLAN.md

Confirm: Plan written to <absolute path>.

5.5 Confidence Check and Deepening

Classify depth and risk. High-risk: auth/security, payments, migrations, external APIs, compliance, rollout.

  • Lightweight: skip unless high-risk.
  • Standard: deepen if sections look thin.
  • Deep or high-risk: often benefit from second pass.
  • Thin local grounding override: if Phase 1.2 triggered external research, always score.

If sufficiently grounded: "Confidence check passed" and proceed to 5.6.

When warranted, read references/deepening-workflow.md if available. Execute deepening, return here.

5.6 Document Review and Handoff

Read references/plan-handoff.md if available. Run document review (mandatory). Present menu:

  1. Start /C31-work (recommended)
  2. Run deeper doc review
  3. Create Issue
  4. Done for now

Act on selection. In pipeline/headless mode, skip menu and return after plan write, plan-checker pass, and document review.

Anti-Rationalization Table

When you catch yourself skipping CEDAR or rushing a decision, check against these common excuses:

ExcuseTranslationCorrect Response
"This is obvious, no need to doubt"I am anchoring on familiarity bias.Run CEDAR anyway. Obvious decisions are the most dangerous.
"We don't have time"I am trading a 5-minute doubt loop for a 5-hour rollback.Time pressure is a mandatory trigger for CEDAR, not an exemption.
"The user said to do it this way"I am outsourcing my judgment without recording the trade-off.Document the user's constraint as evidence, then still run DOUBT on implementation.
"We've always done it this way"I am carrying institutional debt forward.Run CEDAR. If it survives, the precedent becomes evidence, not excuse.
"It's just a small change"I am underestimating blast radius.Run CEDAR on impact scope. Small surface, deep internals.
"The other model said it's fine"I am confusing authority with validation.Re-run DOUBT locally. Models rationalize too.
"I'll fix it in the implementation phase"I am creating a blocking surprise for C31-work.If CEDAR surfaces an issue, it belongs in the plan as a risk or deferral.
"No one will notice if I skip this"I am eroding plan integrity.CEDAR is a discipline, not an audience. Run it.

Cross-model escalation: If a single model cannot break its own claim (common with sycophancy), escalate to a second reasoning pass with an explicit "adversarial judge" prompt, or flag the decision as [SINGLE-MODEL CLAIM — VERIFY BEFORE EXECUTION].

Failure Mode Codes

When the planning workflow deviates from the normal path, handle it using the following if-then fallback table. Do not guess, do not force ahead, do not skip.

TriggerDetection PointFallback ActionArtifact
Upstream document missingPhase 0.3–0.4Bootstrap: problem frame + scope boundaries + success criteria + blocking assumptionsMinimal requirements draft
Blocker unresolvedPhase 0.5STOP. Ask user: resume brainstorm or convert to assumptionUser decision recorded
CEDAR returns [ABANDON]Phase 3.0Skip that unit; record abandonment reason in Risks and MitigationsRisk entry
Related doc search timed outPhase 0.3 / 1.1Skip Phase 0.5, continue with known information; mark [Doc unconfirmed] in Deferred NotesPlan with marker
User didn't provide "What to plan"Phase 0 startAsk directly — do not guess or infer the goalClarifying question
Nyquist finds coverage gapPhase 3.7No auto-fill allowed. Flag gap; decide: add test scenario / lower requirement priority / list as riskGap decision record
Decision Coverage failsPhase 3.8Blocking. Add missing decision to the relevant unit or Key Technical Decisions, or mark as DeferredAddition recorded

Principle: Every fallback path must produce a traceable artifact (record, marker, or user confirmation). Spinning without output = process defect.

Error Handling

This skill follows the AGENTS/error-handling.md standard.

Common Error Codes

Error CodeTriggerHandling Strategy
API_TIMEOUTCodebase scan / external research timed outWait 4s and retry, max 2 times
RATE_LIMITEDAPI rate limit hitWait 10s and retry
VALIDATION_FAILEDUpstream document parameter validation failedFix parameters and retry
RESOURCE_NOT_FOUNDUpstream requirements doc / CONTEXT.md not foundCheck path; escalate if unrecoverable
CONTEXT_OVERFLOWLarge plan document generation exceeded limitCompress and retry, or process in chunks
SUBAGENT_FAILEDPlan-Checker subagent failedCheck subagent logs; retry max 1 time

Escalation Conditions

  • Same error_code 2 consecutive times → force escalate on the 3rd
  • retry_count reaches max_retries → escalate
  • Non-recoverable errors (PERMISSION_DENIED, SECURITY_BLOCKED, etc.) → escalate immediately

Fallback Chain

PrimaryFallbackCondition
read (upstream doc)memory_searchRESOURCE_NOT_FOUND
kimi_fetch (external research)web_fetchAPI_TIMEOUT / NETWORK_ERROR
kimi_searchexec + curlRATE_LIMITED persists

Worktree / Task Tracking Integration

If TaskFlow or worktree context is active:

  • Record plan path in flow metadata.
  • Update parent task: planning complete, implementation ready.
  • When C31-work invoked from handoff, pass plan path as work target.

Anti-Pattern Blacklist

Six anti-patterns based on real C31-plan misuse scenarios. Triggering any one of these degrades plan quality.

#Anti-PatternCorrect PracticeTrigger Scenario
1❌ Skip threat modeling✅ Even lightweight plans require a minimal threat scan (STRIDE Lite)User says "no permission issues here" or "it's a small feature, don't overthink"
2❌ Advancing with unresolved blockers✅ Phase 0.5 must confirm all blockers are cleared or converted to assumptionsUser rushes: "write the plan first, deal with issues later"
3❌ Missing Nyquist validation✅ Every requirement must have a corresponding test scenario, no exceptionsPlan is finished but a requirement has no test coverage
4❌ Missing CONTEXT.md decision coverage✅ Decision Coverage Gate is not optional; every decision must appear in the planCONTEXT.md exists but the plan has no corresponding decisions
5❌ Forcing [ABANDON] CEDAR units into the plan✅ Skip that unit; record the abandonment reason in RisksThinking "I already wrote it, it's a shame to delete"
6❌ Writing High-Level Technical Design for every unit✅ Only write it when needed (DSL/API/multi-component integration/complex state)Template OCD: filling sections to complete the template

Usage: Check each item during plan review. Hitting any one → mark as ⚠️ Anti-pattern triggered, revert to the corresponding Phase to fix.

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.