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Skills Reference
All 23 skills shipped through 8-habit-ai-dev v2.18.1. Skills are read-only guidance — they tell Claude how to approach a task, they do not modify files themselves.
Tip
Not sure which skill to use? Type /using-8-habits for an interactive decision tree, or see the quick-select matrix below.
| # | Skill | Habit | When to use |
|---|---|---|---|
| 0 | /research |
H5 | Problem space is unclear — investigate before specifying |
| 1 | /requirements |
H2 | Any new feature or non-trivial change |
| 2 | /design |
H8 | Architecture decisions — human decides |
| 3 | /breakdown |
H3 | Decompose work into atomic tasks |
| 4 | /build-brief |
H5 | Before coding each task — read existing code first |
| 5 | /review-ai |
H4 | Always before committing AI-generated code |
| 6 | /deploy-guide |
H1 | Staging-first deploys with rollback plan |
| 7 | /monitor-setup |
H7 | Observability after deploy |
Run at any point in the workflow for deeper analysis.
17-question 8-Habit cross-verification checklist. Run after planning and before committing to implementation. Produces a dimension summary across all 8 habits with confidence levels.
- Habit: H1-H8 (all)
-
When to use: Before
ExitPlanMode, before PR creation -
Source:
skills/cross-verify/SKILL.md
Assess a feature/component/PR against Covey's 4 dimensions: Body (discipline), Mind (vision), Heart (passion), Spirit (conscience). Scores 1-5 per dimension.
- Habit: H8 Find Your Voice
-
When to use: After
/review-aiwhen you want a balance check -
Source:
skills/whole-person-check/SKILL.md
Focused security review — secrets, injection, auth, dependencies, OWASP Top 10. A dedicated security lens separate from general code review.
- Habit: H1 Be Proactive
- When to use: Any change touching user input, auth, data handling, or dependencies
-
Source:
skills/security-check/SKILL.md
Outsider-perspective end-to-end review — questions intent first ("is there a simpler way?"), then traces the actual code path (not just the diff) to verify the change does what it claims. Pairs with /review-ai (scope-question vs diff-local). Operating Rules hardened in v2.18.1 (ADR-017) with MUST/NEVER + Why blocks.
- Habit: H5 Understand First + H8 Find Your Voice
-
When to use: Before committing to an implementation, or before merging a PR alongside
/review-ai -
Source:
skills/scrutinize/SKILL.md
Cross-artifact consistency analyzer — runs 5 detection passes (Coverage, Drift, Ambiguity, Underspec, Inconsistency) across persisted spec artifacts (PRD ↔ design ↔ tasks). Read-only — reports drift, coverage gaps, contradictions. Inspired by github/spec-kit /analyze.
- Habit: H5 Understand First + H1 Be Proactive
-
When to use: After
/requirements,/design,/breakdownhave been run with--persist <slug>to catch drift before code -
Source:
skills/consistency-check/SKILL.md
Post-task micro-retrospective — 6 questions, 5 minutes. Captures lessons to ~/.claude/lessons/ for future retrieval by /research and /build-brief. Includes skill-effectiveness signal (Q6) feeding SKILL-EFFECTIVENESS.md.
- Habit: H7 Sharpen the Saw
- When to use: After completing a task or workflow
-
Source:
skills/reflect/SKILL.md
Interactive guided walkthrough of the 7-step workflow. Prompts at each step to invoke or skip.
- Habit: All
- When to use: Starting a new feature when you're unsure which step comes next
-
Source:
skills/workflow/SKILL.md
Active bug investigation and post-fix engineering record. Ported from prior-art (mattpocock/skills, 9arm-skills) per ADR-014 + ADR-015.
6-phase active bug investigation methodology — feedback-loop → reproduce → hypothesise → instrument → fix-with-regression-test → cleanup. Closes the gap between /research (too broad) and /post-mortem (too late). Phase 6 hardened in v2.18.1 (ADR-017) with MUST re-run Phase 1 feedback loop, citing Anthropic pptx.
- Habit: H1 Be Proactive + H5 Understand First
-
When to use: When a bug needs to be fixed and the cause isn't obvious from stack trace; hands off to
/post-mortemonce fix lands -
Source:
skills/diagnose/SKILL.md
Engineering RCA writeup — canonical record of a fixed bug (root cause, mechanism, fix, validation, how it slipped through). Refuses to draft without 4 inputs (reliable repro, known cause, identified fix, validated outcome).
- Habit: H4 Win-Win + H7 Sharpen the Saw
- When to use: AFTER a debug session lands a validated fix, BEFORE closing the ticket
-
Source:
skills/post-mortem/SKILL.md
Helpers for project orientation and audience reshape — orthogonal to the 7-step workflow.
Scaffolds a project-root SPEC.md digest following the spec-digest-pattern archetype (project orientation hub). User-invoked. Generator-only Phase 1; refuses to overwrite an existing SPEC.md. Distinct from per-feature /requirements --persist <slug> mode.
- Habit: H2 Begin with End in Mind + H5 Understand First
-
When to use: When starting on an unfamiliar repo or after a
/clearflushing pain — gives Claude a 4-section orientation hub -
Source:
skills/save-spec/SKILL.md
Channel-aware audience reshape — converts engineer-to-engineer content into leadership-channel-shaped form (JIRA / Slack / standup / email / meeting). Strips function/file/SHA noise but keeps JIRA keys, PR numbers, workload names. Inspired by 9arm-skills (v2.17.0).
- Habit: H4 Win-Win + H6 Synergize
- When to use: When VPs, directors, PMs, or release managers need a status — and your raw engineering notes are too dense
-
Source:
skills/management-talk/SKILL.md
Learn the plugin and adapt it to your style.
Onboarding meta-skill — explains the 8 habits, all 23 skills, and provides a decision tree for "which skill next?". Includes a complete walkthrough example (password-reset feature).
- Habit: H5 Understand First + H8 Find Your Voice
- When to use: First time using the plugin, or when unsure which skill applies
-
Source:
skills/using-8-habits/SKILL.md
Self-assessment skill that determines your maturity level (Dependence → Independence → Interdependence → Significance) and writes a profile to ~/.claude/habit-profile.md. Other skills read this profile to adapt verbosity — full guidance for beginners, minimal prompts for experts.
- Habit: H8 Find Your Voice
- When to use: When plugin guidance feels too detailed or too sparse
- Deep dive: Maturity Model
-
Source:
skills/calibrate/SKILL.md
Governance, transparency, and regulatory readiness.
EU AI Act Regulation 2024/1689 compliance checker. 9 obligations from Articles 9-15 with a tiered checklist: 25 MUST + 27 SHOULD + 8 COULD items. Includes a scope-check pre-flight to skip quickly if your system is not high-risk or not EU-targeted.
- Habit: H1 Be Proactive + H8 Spirit (Conscience)
- When to use: Before major releases of high-risk AI systems targeting the EU
- Enforcement date: 2 August 2026
-
Source:
skills/eu-ai-act-check/SKILL.md
Generates an AI-assisted development log from git log + Co-Authored-By trailers. 4 output modes: markdown, JSON, summary, and stdout. Useful for EU AI Act Article 11 (technical documentation) audit trails and team transparency.
- Habit: H4 Win-Win + H1 Be Proactive
- When to use: Before releases, audits, or when stakeholders ask "how much was AI-generated?"
-
Source:
skills/ai-dev-log/SKILL.md
| I need to... | Use |
|---|---|
| Start a new feature from scratch |
/workflow or /requirements
|
| Understand this plugin | /using-8-habits |
| Adjust guidance verbosity | /calibrate |
| Research before deciding | /research |
| Review AI-generated code | /review-ai |
| Check all 8 habits at once | /cross-verify |
| Assess Body/Mind/Heart/Spirit balance | /whole-person-check |
| Run a focused security review | /security-check |
| Check EU AI Act compliance | /eu-ai-act-check |
| Generate AI audit trail | /ai-dev-log |
| Capture lessons after a task | /reflect |
| Deploy safely to production | /deploy-guide |
| Question whether the change should exist | /scrutinize |
| Catch drift between PRD↔design↔tasks | /consistency-check |
| Investigate a bug from feedback-loop | /diagnose |
| Write the engineering record post-fix | /post-mortem |
| Scaffold a project orientation hub | /save-spec |
| Reshape engineer content for leadership | /management-talk |
Every skill follows the same structure (source convention):
---
name: <skill-name>
description: >
When to use this skill
user-invocable: true
argument-hint: "[arg description]"
allowed-tools: ["Read", "Glob", "Grep"]
prev-skill: <predecessor|any|none>
next-skill: <successor|any|none>
---Body: Habit mapping → Process → Handoff → When to Skip → Definition of Done → Checkpoint.
- Workflow Overview
- Habits Reference
- Architecture — how skills load and connect
- FAQ: When should I use which skill?
Source of truth: this wiki is generated from docs/wiki/. Edits made through the GitHub Wiki web UI may be overwritten by the next sync. To change a page, open a PR against the repository source file.
Repository · Issues · README · License
Workflow discipline for AI-assisted development
Start
Workflow
- Overview
- 0 · Research
- 1 · Requirements
- 2 · Design
- 3 · Breakdown
- 4 · Build Brief
- 5 · Review AI
- 6 · Deploy Guide
- 7 · Monitor Setup
Operations
Reference
- Habits Reference
- Maturity Model
- Architecture
- Limitations
- Vibe Coding vs Structured
- Harness Engineering
Project