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Help

Skill ngocsangyem/MeowKit/.claude/skills/help

Workflow navigation assistant. Scans project state (plans, reviews, tests, git) and recommends the next step in the 7-phase pipeline. Use when asked "what should I do next?", "where am I?", "help", or at session start. NOT for domain complexity routing (see mk:scale-routing); NOT for skill discovery (descriptions handle that automatically).From its SKILL.md

Install
npx -y skills add ngocsangyem/MeowKit --skill help

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 14 stars14 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

10.5 KB, ~2.5k tokens by cl100k_base, as published. Nobody here has run it

Navigation Help

Answers "What should I do next?" by scanning project state and mapping to the 7-phase pipeline.

How It Works

mk:help is the FORWARD-looking navigator (what to do next). Backward-looking delivery analysis stays with /mk:status (project-manager) — this skill never reproduces it.

Collect candidates from ALL scan sources below, then RANK them and emit the top 3 — do NOT stop at the first hit. The rank-1 candidate equals what the old "stop at first actionable hit" behavior would have returned (back-compat); ranks 2–3 are alternates with one-line rationale. This skill is read-only: it reads state, never writes it.

1. Paused Step-File Workflows

Check session-state/*-progress.json for any in-progress step-file workflow.

  • Found → "Resume [skill] at step [N]. Run /mk:[skill] to continue."

2. In-Progress Plans

Check tasks/plans/ for plan files without matching review verdicts.

  • Plan exists, no tests → "Plan approved. Next: run tester agent (Phase 2 — RED)"
  • Plan exists, tests failing → "Tests failing. Next: run developer agent (Phase 3 — GREEN)"
  • Plan exists, tests passing, no review → "Tests green. Next: run reviewer agent (Phase 4 — Review)"

3. Pending Reviews

Check tasks/reviews/ for verdict files with WARN or action items.

  • WARN verdict → "Review has warnings. Acknowledge and approve for Gate 2, or fix findings."
  • FAIL verdict → "Review failed. Fix required changes, then re-run reviewer."

4. Uncommitted Changes

Check git status for staged/unstaged changes.

  • Changes exist + review approved → "Ready to ship. Run /mk:ship (Phase 5)"
  • Changes exist, no review → "Changes detected but no review. Run reviewer first."

5. Clean State

No plans, no reviews, no changes.

  • "Everything clean. Options: start a new task with planner, run /mk:retro, or ask me anything."

Additional Scan Sources (read after sources 1–5)

ALL four may be absent at rest (e.g. session-state/checkpoints/ does not exist until runtime). Absent file → skip silently; note the skip only under --verbose. Never error on a missing source.

#SourceFields to readAbsent-case
6session-state/checkpoints/checkpoint-latest.jsonstate.model_tier, progress.plan_path, environment.{git_branch,working_dir_clean,uncommitted_changes}, budget.{estimated_spent_usd,turn_count}, created_atskip; no checkpoint context
7session-state/budget-state.jsonestimated_cost_usd, turn_count, warnings_emitted (advisory only)skip; no budget caution
8session-state/detected-model.jsontier (authoritative current-session tier)skip; tier unknown
9tasks/reviews/<slug>-verdict.jsondecision, dimensions[].verdict, created_at; .md is prose fallbackuse git/plan scan only
10docs/development-roadmap.md (when present; Type-1 allowlisted)current phase / milestone progressskip; tag (CF-C5) if relied on

Model tier: source the current tier from session-state/detected-model.json (written fresh at SessionStart). Do NOT source model_tier from budget-state.json — it has no created_at/session marker and may carry a prior session's tier. Treat budget figures as advisory unless a current-session signal corroborates them.

Staleness: if checkpoint-latest.json created_at is older than 24h, demote its evidence and note the staleness in the rationale.

Ranking Heuristic (deterministic, evidence-cited — no vibes ranking)

Collect candidates from all sources, then rank:

  1. Blocked phase or BLOCKED verdict → rank-1 unblock/fix action. A review verdict is blocked when decision === "BLOCKED" — the verdict enum is PASS | PASS_WITH_RISK | BLOCKED; there is NO top-level "FAIL" value. FAIL exists only per-dimension in dimensions[].verdict. Cite the failing dimension(s) in the rationale.
  2. In-progress phase (plan phase status: in-progress, or GFM - [ ] checkboxes remaining) → continue action, rationale cites checkbox % (count - [x] vs - [ ]).
  3. Approved plan, nothing built → cook action.
  4. Budget caution: if warnings_emitted > 0 OR spent ≥ $30, fold a budget caution into the rank-1 rationale (does not by itself create a rank).
  5. Clean state → the existing fallback table (start a task / retro / ask).

Each candidate's rationale MUST cite the source file(s) it came from.

For skill suggestions based on task type, see mk:agent-detector (its ../agent-detector/references/lifecycle-routing.md maps task patterns to skills).

State-to-Recommendation Map

Alias: /mk:plan routes to mk:plan-creator (slash-command wrapper at .claude/commands/mk/plan.md). Subcommands red-team, validate, archive are handled by the same skill.

StatePipeline PhaseRecommendation
No planPhase 0 → 1"Start with /mk:plan or describe your task"
Existing plan — stress-testStandalone subcommand"/mk:plan red-team {path} — adversarial review of existing plan"
Existing plan — interviewStandalone subcommand"/mk:plan validate {path} — critical question interview on existing plan"
Completed/cancelled plansHousekeeping"/mk:plan archive — archive completed or cancelled plans"
Plan approved, no testsPhase 2 (TDD mode only)"In TDD mode (--tdd / MEOWKIT_TDD=1): run tester agent — write failing tests (RED phase). In default mode: skip Phase 2; run developer directly"
Tests written, failingPhase 3"Run developer agent — implement to pass tests (GREEN)"
Tests passing, no reviewPhase 4"Run /mk:review — adversarial code review"
Review PASS/WARNPhase 5"Run /mk:ship — commit, PR, deploy"
ShippedPhase 6"Run documenter — update docs, then /mk:retro"
Paused workflowResume"Resume [skill] at step [N]"
Mixed stateClarify"Multiple items in progress. Which to focus on?"

Specialist Skills (surface when domain matches)

SituationSkillWhen to suggest
Operations, triage, case management, escalation protocols, billing workflows/mk:decision-frameworkUser asks "how should we handle X cases" or is designing any case-routing system
"Is everything green?", pre-review check, post-implementation validation/mk:verifyAfter implementation completes, before review, or when user wants a quick health check
API design, endpoint structure, REST/GraphQL conventions/mk:api-designUser is planning backend endpoints or asking about API conventions

Fast Paths (surface these prominently)

Not every task needs the full 7-phase pipeline. Mention these when relevant:

SituationFast PathWhat it bypasses
Simple bug fix, typo, rename, config tweak/mk:fixGate 1 (plan approval) — scope is the plan
Task flagged as one-shot by scale-routingAuto Gate 1 bypassGate 1 — zero blast radius confirmed
Rapid iteration / spike workMEOWKIT_HOOK_PROFILE=fastpost-write scan, pre-ship, pre-task-check, TDD check

Quick fix? Use /mk:fix — bypasses Gate 1 for simple changes.

Small config change? Scale-routing may auto-bypass Gate 1 when blast radius is zero.

Hook profiles: Set MEOWKIT_HOOK_PROFILE=fast for rapid iteration (skips non-critical hooks). Set MEOWKIT_HOOK_PROFILE=strict to enable ALL hooks including post-session capture.

Gotchas

  • Multiple in-progress plans create ambiguity — ask user which to focus on, don't guess
  • session-state/ files from previous sessions may be stale — check timestamps, warn if >24h old
  • Git status can be noisy (untracked IDE files) — focus on files in src/, lib/, app/, tests/
  • Don't recommend skipping phases — even if the user seems impatient, show the full path
  • Fast paths are not loopholes — Gate 2 (review) is NEVER bypassed; security hooks are NEVER skipped
  • session-state/checkpoints/ does not exist until runtime — its absence is normal, not an error; skip silently
  • budget-state.json is missing at session start — treat budget figures as advisory; never source model tier from it (use detected-model.json)
  • Prefer the machine-readable *-verdict.json over the .md prose verdict; a verdict is blocked when decision === "BLOCKED" (never a top-level "FAIL")
  • This is the forward-looking navigator — backward-looking delivery status stays with /mk:status; do not duplicate it here

Output Format

The ranked next-steps are a JSON-compatible shape (documented here for downstream tooling), rendered as a concise human summary. This skill does NOT emit machine JSON itself — there is no scanner script; the shape documents what the ranking reasons about.

{
  "next_steps": [
    {
      "rank": 1,
      "action": "/mk:cook tasks/plans/260610-x/plan.md",
      "priority": "high",
      "rationale": "Plan approved (Gate 1), phase-02 in-progress at 3/7 checkboxes; budget $4.20 of $30",
      "source": ["tasks/plans/260610-x/phase-02-*.md", "session-state/budget-state.json"]
    }
  ],
  "progress": { "plan": "260610-x", "phases_done": 1, "phases_total": 6, "checkbox_pct": 43 }
}

Human rendering (same headings as before — rank-1 is "Recommended Next Step"):

## Status

**Current phase:** [Phase N — Name]
**State:** [brief description]

### Recommended Next Step
[rank-1 action] — [rationale]

### Other Options
- [rank-2 action] — [one-line rationale]
- [rank-3 action] — [one-line rationale]

If --verbose flag: also show full state scan results (plan files, review files, test status, git status) AND which additional sources (6–10) were present vs skipped.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.