26 Commits

Author SHA1 Message Date
Matt Pocock f71bb975bf Add out-of-scope note: issue trackers must be mainstream
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 10:56:28 +01:00
Matt Pocock 4369256220 Add GitLab as a first-class issue-tracker option
Closes #98

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-29 08:21:19 +01:00
Matt Pocock b56795bed1 Add out-of-scope note for grilling question limits
Records the rejection of #44 (request for a hard cap on grilling
questions) so the reasoning isn't lost when the issue is closed and so
future similar requests can be deduplicated against it.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-28 19:25:12 +01:00
Matt Pocock 179a14e721 Swapped 'backlog' for 'issue tracker
Co-authored-by: Copilot <copilot@github.com>
2026-04-28 19:06:32 +01:00
Matt Pocock 5fed805a92 Enhance quickstart instructions in README; clarify setup steps for /setup-matt-pocock-skills and triage labels 2026-04-28 16:51:49 +01:00
Matt Pocock 0e51243253 Merge pull request #90 from mattpocock/setup-skill-and-vague-prose
Add setup-matt-pocock-skills; rename github-triage; migrate skills to vague prose
2026-04-28 16:46:49 +01:00
Matt Pocock 70653e105c Enhance user guidance in setup-matt-pocock-skills; add explanations for backlog backend, triage labels, and domain docs decisions 2026-04-28 16:41:14 +01:00
Matt Pocock a32ebfb550 Remove deprecated triage-issue skill and update README to reflect changes 2026-04-28 16:35:22 +01:00
Matt Pocock 7afa86d3a5 Add setup-matt-pocock-skills; rename github-triage to triage; migrate engineering skills to vague prose
Engineering skills no longer hard-code GitHub or specific label strings.
A new setup skill scaffolds an `## Agent skills` block in
AGENTS.md/CLAUDE.md plus `docs/agents/` so each repo can declare its own
backlog backend, triage label vocabulary, and domain doc layout. Skills
that need the mapping (to-issues, to-prd, triage) point at the setup
skill; skills that only soften with it (diagnose, tdd,
improve-codebase-architecture, zoom-out) stay vague. ADR-0001 records
the split.

Closes #88, #89.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-28 16:33:37 +01:00
Matt Pocock 49cec7be01 Update title in README.md 2026-04-28 14:42:04 +01:00
Matt Pocock d7c8dcfd02 Enhance README with skills newsletter images
Added images for skills newsletter in README.
2026-04-28 14:40:16 +01:00
Matt Pocock 073a37e75d Enhance link-skills.sh to check for symlink conflicts and provide user guidance 2026-04-28 12:38:36 +01:00
Matt Pocock f76e3ba4af Add DOMAIN-AWARENESS.md and update SKILL.md files to reference it for code exploration 2026-04-28 12:04:01 +01:00
Matt Pocock ecdadb4076 Refine README to improve clarity and conciseness in the explanation of agent communication challenges and solutions 2026-04-28 11:21:32 +01:00
Matt Pocock 20861cb0a1 Enhance README by adding links to skill documentation and clarifying the purpose of feedback loops in AI development 2026-04-28 11:20:15 +01:00
Matt Pocock c21cf6ec93 Fix grammatical errors and enhance clarity in README section on agent skills 2026-04-28 10:55:14 +01:00
Matt Pocock 1eed8a689b Enhance README with detailed explanations of common AI failure modes and solutions 2026-04-28 10:50:40 +01:00
Matt Pocock edd9893326 Remove installation commands for individual skills from README 2026-04-28 10:19:48 +01:00
Matt Pocock 3911642d96 Add quickstart setup instructions to README 2026-04-28 10:18:47 +01:00
Matt Pocock fb847c6ade Refactor skill references and documentation for grill-with-docs skill
- Updated skill reference from domain-model to grill-with-docs in plugin.json and README.md
- Added detailed descriptions and context for grill-with-docs in its SKILL.md
- Created ADR-FORMAT.md and CONTEXT-FORMAT.md for grill-with-docs to standardize decision recording
- Adjusted references in improve-codebase-architecture to align with new grill-with-docs structure
2026-04-28 10:17:37 +01:00
Matt Pocock 51384f4e70 Remove deprecated skills from plugin.json 2026-04-28 10:11:06 +01:00
Matt Pocock 71542f9d1c Update skill references in README files and add new skills to deprecated and personal sections 2026-04-28 09:44:54 +01:00
Matt Pocock 62f43a1817 Add new skills for TDD, issue management, PRD creation, and productivity tools
- Introduced TDD skills including deep modules, interface design, mocking, refactoring, and testing guidelines.
- Added skills for breaking plans into GitHub issues and creating PRDs from conversation context.
- Implemented productivity skills for scaffolding exercises, setting up pre-commit hooks, and managing notes in Obsidian.
- Created a caveman communication mode for concise technical responses and a grilling technique for thorough plan discussions.
- Developed a skill for writing new agent skills with structured templates and guidelines.
- Included git guardrails to prevent dangerous git commands and a migration guide for using @total-typescript/shoehorn in tests.
2026-04-28 09:42:34 +01:00
Matt Pocock 3e3ca9b9fa Add initial implementation of design-an-interface skill and linking script
Co-authored-by: Copilot <copilot@github.com>
2026-04-28 09:23:06 +01:00
Matt Pocock 383b6a06d5 Moved to ./skills directory 2026-04-28 08:00:37 +01:00
Matt Pocock e7f0b58a4b Added diagnose 2026-04-28 07:58:41 +01:00
56 changed files with 853 additions and 364 deletions
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{
"name": "mattpocock-skills",
"skills": [
"./skills/engineering/diagnose",
"./skills/engineering/grill-with-docs",
"./skills/engineering/triage",
"./skills/engineering/improve-codebase-architecture",
"./skills/engineering/setup-matt-pocock-skills",
"./skills/engineering/tdd",
"./skills/engineering/to-issues",
"./skills/engineering/to-prd",
"./skills/engineering/zoom-out",
"./skills/productivity/caveman",
"./skills/productivity/grill-me",
"./skills/productivity/write-a-skill"
]
}
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# Issue tracker integrations are limited to mainstream tools
`setup-matt-pocock-skills` only offers first-class support for **mainstream** issue trackers. Requests to add support for niche, new, or single-vendor experimental trackers are out of scope.
## Why this is out of scope
Every issue-tracker backend hard-codes a CLI shape into the skills (commands, flags, output parsing). Each new backend is permanent maintenance surface — it has to keep working as the tool's CLI evolves, and it has to keep being tested against `/to-prd`, `/to-issues`, `/triage`, and friends. That cost is only worth paying for trackers a meaningful fraction of users actually have.
"Mainstream" is a judgment call, not a numeric bar:
- GitHub, GitLab, and Backlog.md are the kind of tools we'd consider mainstream — broadly known, widely used, well past the experimental phase.
- A brand-new agent-focused tool with a few hundred GitHub stars is not, no matter how interesting the design.
Stars, age, and download counts are useful signals when making the call but none of them is the rule. The rule is: would a typical engineer recognise this tool and have plausibly chosen it for their team?
The escape hatches for non-mainstream trackers already exist:
- `local markdown` for lightweight in-repo tracking.
- `other/custom` for users who want to wire something up themselves.
Neither requires the core skills to know about the specific tool.
## Prior requests
- #99 — "Add dex as an issue tracker backend" (dex was ~3 months old and ~300 stars at the time of the request)
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# Hard limits on the number of questions during grilling
The `/grill-me` skill (and grilling sessions inside other skills) does not enforce a maximum number of questions. Requests to add a configurable cap or hard ceiling are out of scope.
## Why this is out of scope
Grilling is intentionally open-ended. The point is to keep digging until each branch of the decision tree is resolved — some plans need three questions, some need fifty. A fixed cap would either cut off useful exploration on hard problems or feel arbitrary on easy ones.
If a session feels too long, the right escape hatches already exist:
- The user can stop the session at any time and accept the current state of the plan.
- The user can tell the model to wrap up, summarise, and move on — natural-language steering is the intended control surface, not a numeric limit.
Adding a hard cap would also conflate two different failure modes: a model that asks too many questions because the plan is genuinely under-specified (working as intended) vs. a model that asks redundant or low-value questions (a prompt-quality issue, not a quantity issue). The fix for the latter belongs in the skill prompt, not in a counter.
## Prior requests
- #44 — "Codex just asked me 200 questions"
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Skills are organized into bucket folders under `skills/`:
- `engineering/` — daily code work
- `productivity/` — daily non-code workflow tools
- `misc/` — kept around but rarely used
- `personal/` — tied to my own setup, not promoted
- `deprecated/` — no longer used
Every skill in `engineering/`, `productivity/`, or `misc/` must have a reference in the top-level `README.md` and an entry in `.claude-plugin/plugin.json`. Skills in `personal/` and `deprecated/` must not appear in either.
Each skill entry in the top-level `README.md` must link the skill name to its `SKILL.md`.
Each bucket folder has a `README.md` that lists every skill in the bucket with a one-line description, with the skill name linked to its `SKILL.md`.
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# Matt Pocock Skills
A collection of agent skills (slash commands and behaviors) loaded by Claude Code. Skills are organized into buckets and consumed by per-repo configuration emitted by `/setup-matt-pocock-skills`.
## Language
**Issue tracker**:
The tool that hosts a repo's issues — GitHub Issues, Linear, a local `.scratch/` markdown convention, or similar. Skills like `to-issues`, `to-prd`, `triage`, and `qa` read from and write to it.
_Avoid_: backlog manager, backlog backend, issue host
**Issue**:
A single tracked unit of work inside an **Issue tracker** — a bug, task, PRD, or slice produced by `to-issues`.
_Avoid_: ticket (use only when quoting external systems that call them tickets)
**Triage role**:
A canonical state-machine label applied to an **Issue** during triage (e.g. `needs-triage`, `ready-for-afk`). Each role maps to a real label string in the **Issue tracker** via `docs/agents/triage-labels.md`.
## Relationships
- An **Issue tracker** holds many **Issues**
- An **Issue** carries one **Triage role** at a time
## Flagged ambiguities
- "backlog" was previously used to mean both the *tool* hosting issues and the *body of work* inside it — resolved: the tool is the **Issue tracker**; "backlog" is no longer used as a domain term.
- "backlog backend" / "backlog manager" — resolved: collapsed into **Issue tracker**.
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# Agent Skills For Real Engineers <p>
<a href="https://www.aihero.dev/s/skills-newsletter">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://res.cloudinary.com/total-typescript/image/upload/v1777382277/skills-repo-dark_2x.png">
<source media="(prefers-color-scheme: light)" srcset="https://res.cloudinary.com/total-typescript/image/upload/v1777382277/skill-repo-light_2x.png">
<img alt="Skills" src="https://res.cloudinary.com/total-typescript/image/upload/v1777382277/skill-repo-light_2x.png" width="369">
</picture>
</a>
</p>
# Skills For Real Engineers
My agent skills that I use every day to do real engineering - not vibe coding. My agent skills that I use every day to do real engineering - not vibe coding.
Developing real applications is hard. Approaches like GSD, BMAD, and Spec-Kit try to help by owning the process. But while doing so, they take away your control and make bugs in the process hard to resolve.
These skills are designed to be small, easy to adapt, and composable. They work with any model. They're based on decades of engineering experience. Hack around with them. Make them your own. Enjoy.
If you want to keep up with changes to these skills, and any new ones I create, you can join ~60,000 other devs on my newsletter: If you want to keep up with changes to these skills, and any new ones I create, you can join ~60,000 other devs on my newsletter:
[Sign Up To The Newsletter](https://www.aihero.dev/s/skills-newsletter) [Sign Up To The Newsletter](https://www.aihero.dev/s/skills-newsletter)
## Planning & Design ## Quickstart (30-second setup)
These skills help you think through problems before writing code. 1. Run the skills.sh installer:
- **to-prd** — Turn the current conversation context into a PRD and submit it as a GitHub issue. No interview — just synthesizes what you've already discussed. ```bash
npx skills@latest add mattpocock/skills
```
``` 2. Pick the skills you want, and which coding agents you want to install them on. **Make sure you select `/setup-matt-pocock-skills`**.
npx skills@latest add mattpocock/skills/to-prd
```
- **to-issues** — Break any plan, spec, or PRD into independently-grabbable GitHub issues using vertical slices. 3. Run `/setup-matt-pocock-skills` in your agent. It will:
- Ask you which issue tracker you want to use (GitHub, Linear, or local files)
- Ask you what labels you apply to ticks when you triage them (`/triage` uses labels)
- Ask you where you want to save any docs we create
``` 4. Bam - you're ready to go.
npx skills@latest add mattpocock/skills/to-issues
```
- **grill-me** — Get relentlessly interviewed about a plan or design until every branch of the decision tree is resolved. ## Why These Skills Exist
``` I built these skills as a way to fix common failure modes I see with Claude Code, Codex, and other coding agents.
npx skills@latest add mattpocock/skills/grill-me
```
- **design-an-interface** — Generate multiple radically different interface designs for a module using parallel sub-agents. ### #1: The Agent Didn't Do What I Want
``` > "No-one knows exactly what they want"
npx skills@latest add mattpocock/skills/design-an-interface >
``` > David Thomas & Andrew Hunt, [The Pragmatic Programmer](https://www.amazon.co.uk/Pragmatic-Programmer-Anniversary-Journey-Mastery/dp/B0833F1T3V)
- **request-refactor-plan** — Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue. **The Problem**. The most common failure mode in software development is misalignment. You think the dev knows what you want. Then you see what they've built - and you realize it didn't understand you at all.
``` This is just the same in the AI age. There is a communication gap between you and the agent. The fix for this is a **grilling session** - getting the agent to ask you detailed questions about what you're building.
npx skills@latest add mattpocock/skills/request-refactor-plan
```
## Development **The Fix** is to use:
These skills help you write, refactor, and fix code. - [`/grill-me`](./skills/productivity/grill-me/SKILL.md) - for non-code uses
- [`/grill-with-docs`](./skills/engineering/grill-with-docs/SKILL.md) - same as [`/grill-me`](./skills/productivity/grill-me/SKILL.md), but adds more goodies (see below)
- **tdd** — Test-driven development with a red-green-refactor loop. Builds features or fixes bugs one vertical slice at a time. These are my most popular skills. They help you align with the agent before you get started, and think deeply about the change you're making. Use them _every_ time you want to make a change.
``` ### #2: The Agent Is Way Too Verbose
npx skills@latest add mattpocock/skills/tdd
```
- **triage-issue** — Investigate a bug by exploring the codebase, identify the root cause, and file a GitHub issue with a TDD-based fix plan. > With a ubiquitous language, conversations among developers and expressions of the code are all derived from the same domain model.
>
> Eric Evans, [Domain-Driven-Design](https://www.amazon.co.uk/Domain-Driven-Design-Tackling-Complexity-Software/dp/0321125215)
``` **The Problem**: At the start of a project, devs and the people they're building the software for (the domain experts) are usually speaking different languages.
npx skills@latest add mattpocock/skills/triage-issue
```
- **improve-codebase-architecture** — Find deepening opportunities in a codebase, informed by the domain language in `CONTEXT.md` and the decisions in `docs/adr/`. I felt the same tension with my agents. Agents are usually dropped into a project and asked to figure out the jargon as they go. So they use 20 words where 1 will do.
``` **The Fix** for this is a shared language. It's a document that helps agents decode the jargon used in the project.
npx skills@latest add mattpocock/skills/improve-codebase-architecture
```
- **migrate-to-shoehorn** — Migrate test files from `as` type assertions to @total-typescript/shoehorn. <details>
<summary>
Example
</summary>
``` Here's an example [`CONTEXT.md`](https://github.com/mattpocock/course-video-manager/blob/076a5a7a182db0fe1e62971dd7a68bcadf010f1c/CONTEXT.md), from my `course-video-manager` repo. Which one is easier to read?
npx skills@latest add mattpocock/skills/migrate-to-shoehorn
```
- **scaffold-exercises** — Create exercise directory structures with sections, problems, solutions, and explainers. - **BEFORE**: "There's a problem when a lesson inside a section of a course is made 'real' (i.e. given a spot in the file system)"
- **AFTER**: "There's a problem with the materialization cascade"
``` This concision pays off session after session.
npx skills@latest add mattpocock/skills/scaffold-exercises
```
## Tooling & Setup </details>
- **setup-pre-commit** — Set up Husky pre-commit hooks with lint-staged, Prettier, type checking, and tests. This is built into [`/grill-with-docs`](./skills/engineering/grill-with-docs/SKILL.md). It's a grilling session, but that helps you build a shared language with the AI, and document hard-to-explain decisions in ADR's.
``` It's hard to explain how powerful this is. It might be the single coolest technique in this repo. Try it, and see.
npx skills@latest add mattpocock/skills/setup-pre-commit
```
- **git-guardrails-claude-code** — Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, etc.) before they execute. > [!TIP]
> A shared language has many other benefits than reducing verbosity:
>
> - **Variables, functions and files are named consistently**, using the shared language
> - As a result, the **codebase is easier to navigate** for the agent
> - The agent also **spends fewer tokens on thinking**, because it has access to a more concise language
``` ### #3: The Code Doesn't Work
npx skills@latest add mattpocock/skills/git-guardrails-claude-code
```
## Writing & Knowledge > "Always take small, deliberate steps. The rate of feedback is your speed limit. Never take on a task thats too big."
>
> David Thomas & Andrew Hunt, [The Pragmatic Programmer](https://www.amazon.co.uk/Pragmatic-Programmer-Anniversary-Journey-Mastery/dp/B0833F1T3V)
- **write-a-skill** — Create new skills with proper structure, progressive disclosure, and bundled resources. **The Problem**: Let's say that you and the agent are aligned on what to build. What happens when the agent _still_ produces crap?
``` It's time to look at your feedback loops. Without feedback on how the code it produces actually runs, the agent will be flying blind.
npx skills@latest add mattpocock/skills/write-a-skill
```
- **edit-article** — Edit and improve articles by restructuring sections, improving clarity, and tightening prose. **The Fix**: You need the usual tranche of feedback loops: static types, browser access, and automated tests.
``` For automated tests, a red-green-refactor loop is critical. This is where the agent writes a failing test first, then fixes the test. This helps give the agent a consistent level of feedback that results in far better code.
npx skills@latest add mattpocock/skills/edit-article
```
- **ubiquitous-language** — Extract a DDD-style ubiquitous language glossary from the current conversation. I've built a **[`/tdd`](./skills/engineering/tdd/SKILL.md) skill** you can slot into any project. It encourages red-green-refactor and gives the agent plenty of guidance on what makes good and bad tests.
``` For debugging, I've also built a **[`/diagnose`](./skills/engineering/diagnose/SKILL.md)** skill that wraps best debugging practices into a simple loop.
npx skills@latest add mattpocock/skills/ubiquitous-language
```
- **obsidian-vault** — Search, create, and manage notes in an Obsidian vault with wikilinks and index notes. ### #4: We Built A Ball Of Mud
``` > "Invest in the design of the system _every day_."
npx skills@latest add mattpocock/skills/obsidian-vault >
``` > Kent Beck, [Extreme Programming Explained](https://www.amazon.co.uk/Extreme-Programming-Explained-Embrace-Change/dp/0321278658)
> "The best modules are deep. They allow a lot of functionality to be accessed through a simple interface."
>
> John Ousterhout, [A Philosophy Of Software Design](https://www.amazon.co.uk/Philosophy-Software-Design-2nd/dp/173210221X)
**The Problem**: Most apps built with agents are complex and hard to change. Because agents can radically speed up coding, they also accelerate software entropy. Codebases get more complex at an unprecedented rate.
**The Fix** for this is a radical new approach to AI-powered development: caring about the design of the code.
This is built in to every layer of these skills:
- [`/to-prd`](./skills/engineering/to-prd/SKILL.md) quizzes you about which modules you're touching before creating a PRD
- [`/zoom-out`](./skills/engineering/zoom-out/SKILL.md) tells the agent to explain code in the context of the whole system
And crucially, [`/improve-codebase-architecture`](./skills/engineering/improve-codebase-architecture/SKILL.md) helps you rescue a codebase that has become a ball of mud. I recommend running it on your codebase once every few days.
### Summary
Software engineering fundamentals matter more than ever. These skills are my best effort at condensing these fundamentals into repeatable practices, to help you ship the best apps of your career. Enjoy.
## Reference
### Engineering
Skills I use daily for code work.
- **[diagnose](./skills/engineering/diagnose/SKILL.md)** — Disciplined diagnosis loop for hard bugs and performance regressions: reproduce → minimise → hypothesise → instrument → fix → regression-test.
- **[grill-with-docs](./skills/engineering/grill-with-docs/SKILL.md)** — Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates `CONTEXT.md` and ADRs inline.
- **[triage](./skills/engineering/triage/SKILL.md)** — Triage issues through a state machine of triage roles.
- **[improve-codebase-architecture](./skills/engineering/improve-codebase-architecture/SKILL.md)** — Find deepening opportunities in a codebase, informed by the domain language in `CONTEXT.md` and the decisions in `docs/adr/`.
- **[setup-matt-pocock-skills](./skills/engineering/setup-matt-pocock-skills/SKILL.md)** — Scaffold the per-repo config (issue tracker, triage label vocabulary, domain doc layout) that the other engineering skills consume. Run once per repo before using `to-issues`, `to-prd`, `triage`, `diagnose`, `tdd`, `improve-codebase-architecture`, or `zoom-out`.
- **[tdd](./skills/engineering/tdd/SKILL.md)** — Test-driven development with a red-green-refactor loop. Builds features or fixes bugs one vertical slice at a time.
- **[to-issues](./skills/engineering/to-issues/SKILL.md)** — Break any plan, spec, or PRD into independently-grabbable GitHub issues using vertical slices.
- **[to-prd](./skills/engineering/to-prd/SKILL.md)** — Turn the current conversation context into a PRD and submit it as a GitHub issue. No interview — just synthesizes what you've already discussed.
- **[zoom-out](./skills/engineering/zoom-out/SKILL.md)** — Tell the agent to zoom out and give broader context or a higher-level perspective on an unfamiliar section of code.
### Productivity
General workflow tools, not code-specific.
- **[caveman](./skills/productivity/caveman/SKILL.md)** — Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler while keeping full technical accuracy.
- **[grill-me](./skills/productivity/grill-me/SKILL.md)** — Get relentlessly interviewed about a plan or design until every branch of the decision tree is resolved.
- **[write-a-skill](./skills/productivity/write-a-skill/SKILL.md)** — Create new skills with proper structure, progressive disclosure, and bundled resources.
### Misc
Tools I keep around but rarely use.
- **[git-guardrails-claude-code](./skills/misc/git-guardrails-claude-code/SKILL.md)** — Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, etc.) before they execute.
- **[migrate-to-shoehorn](./skills/misc/migrate-to-shoehorn/SKILL.md)** — Migrate test files from `as` type assertions to @total-typescript/shoehorn.
- **[scaffold-exercises](./skills/misc/scaffold-exercises/SKILL.md)** — Create exercise directory structures with sections, problems, solutions, and explainers.
- **[setup-pre-commit](./skills/misc/setup-pre-commit/SKILL.md)** — Set up Husky pre-commit hooks with lint-staged, Prettier, type checking, and tests.
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# Explicit `/setup-matt-pocock-skills` pointer only for hard dependencies
Engineering skills depend on per-repo config (issue tracker, triage label vocabulary, domain doc layout) seeded by `/setup-matt-pocock-skills`. Some skills cannot meaningfully function without that config — they have to publish to a specific issue tracker or apply a specific label string. Others only use it to sharpen output (vocabulary, ADR awareness) and degrade gracefully without it.
We split these into **hard-dependency** and **soft-dependency** skills:
- **Hard dependency** (`to-issues`, `to-prd`, `triage`) — include an explicit one-liner: _"… should have been provided to you — run `/setup-matt-pocock-skills` if not."_ Without the mapping, output is wrong, not just fuzzy.
- **Soft dependency** (`diagnose`, `tdd`, `improve-codebase-architecture`, `zoom-out`) — reference "the project's domain glossary" and "ADRs in the area you're touching" in vague prose only. If the docs aren't there, the skill still works; output is just less sharp.
The split keeps soft-dependency skills token-light and avoids cargo-culting the setup pointer into places where it isn't load-bearing.
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---
name: github-triage
description: Triage GitHub issues through a label-based state machine. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.
---
# GitHub Issue Triage
Triage issues in the current repo using a label-based state machine. Infer the repo from `git remote`. Use `gh` for all GitHub operations.
## AI Disclaimer
Every comment or issue posted to GitHub during triage **must** include the following disclaimer at the top of the comment body, before any other content:
```
> *This was generated by AI during triage.*
```
## Reference docs
- [AGENT-BRIEF.md](AGENT-BRIEF.md) — how to write durable agent briefs
- [OUT-OF-SCOPE.md](OUT-OF-SCOPE.md) — how the `.out-of-scope/` knowledge base works
## Labels
| Label | Type | Description |
| ----------------- | -------- | ---------------------------------------- |
| `bug` | Category | Something is broken |
| `enhancement` | Category | New feature or improvement |
| `needs-triage` | State | Maintainer needs to evaluate this issue |
| `needs-info` | State | Waiting on reporter for more information |
| `ready-for-agent` | State | Fully specified, ready for AFK agent |
| `ready-for-human` | State | Requires human implementation |
| `wontfix` | State | Will not be actioned |
Every issue should have exactly **one** state label and **one** category label. If an issue has conflicting state labels (e.g. both `needs-triage` and `ready-for-agent`), flag the conflict and ask the maintainer which state is correct before doing anything else. Provide a recommendation.
## State Machine
| Current State | Can transition to | Who triggers it | What happens |
| -------------- | ----------------- | ---------------------- | -------------------------------------------------------------------------------------------------------------------- |
| `unlabeled` | `needs-triage` | Skill (on first look) | Issue needs maintainer evaluation. Skill applies label after presenting recommendation. |
| `unlabeled` | `ready-for-agent` | Maintainer (via skill) | Issue is already well-specified and agent-suitable. Skill writes agent brief comment, applies label. |
| `unlabeled` | `ready-for-human` | Maintainer (via skill) | Issue requires human implementation. Skill writes a brief comment summarizing the task, applies label. |
| `unlabeled` | `wontfix` | Maintainer (via skill) | Issue is spam, duplicate, or out of scope. Skill closes with comment (and writes `.out-of-scope/` for enhancements). |
| `needs-triage` | `needs-info` | Maintainer (via skill) | Issue is underspecified. Skill posts triage notes capturing progress so far + questions for reporter. |
| `needs-triage` | `ready-for-agent` | Maintainer (via skill) | Grilling session complete, agent-suitable. Skill writes agent brief comment, applies label. |
| `needs-triage` | `ready-for-human` | Maintainer (via skill) | Grilling session complete, needs human. Skill writes a brief comment summarizing the task, applies label. |
| `needs-triage` | `wontfix` | Maintainer (via skill) | Maintainer decides not to action. Skill closes with comment (and writes `.out-of-scope/` for enhancements). |
| `needs-info` | `needs-triage` | Skill (detects reply) | Reporter has replied. Skill surfaces to maintainer for re-evaluation. |
An issue can only move along these transitions. The maintainer can override any state directly (see Quick State Override below), but the skill should flag if the transition is unusual.
## Invocation
The maintainer invokes `/github-triage` then describes what they want in natural language. The skill interprets the request and takes the appropriate action.
Example requests:
- "Show me anything that needs my attention"
- "Let's look at #42"
- "Move #42 to ready-for-agent"
- "What's ready for agents to pick up?"
- "Are there any unlabeled issues?"
## Workflow: Show What Needs Attention
When the maintainer asks for an overview, query GitHub and present a summary grouped into three buckets:
1. **Unlabeled issues** — new, no labels at all. These have never been triaged.
2. **`needs-triage` issues** — maintainer needs to evaluate or continue evaluating.
3. **`needs-info` issues with new activity** — the reporter has commented since the last triage notes comment. Check comment timestamps to determine this.
Display counts per group. Within each group, show issues oldest first (longest-waiting gets attention first). For each issue, show: number, title, age, and a one-line summary of the issue body.
Let the maintainer pick which issue to dive into.
## Workflow: Triage a Specific Issue
### Step 1: Gather context
Before presenting anything to the maintainer:
- Read the full issue: body, all comments, all labels, who reported it, when
- If there are prior triage notes comments (from previous sessions), parse them to understand what has already been established
- Explore the codebase to build context — understand the domain, relevant interfaces, and existing behavior related to the issue
- Read `.out-of-scope/*.md` files and check if this issue matches or is similar to a previously rejected concept
### Step 2: Present a recommendation
Tell the maintainer:
- **Category recommendation:** bug or enhancement, with reasoning
- **State recommendation:** where this issue should go, with reasoning
- If it matches a prior out-of-scope rejection, surface that: "This is similar to `.out-of-scope/concept-name.md` — we rejected this before because X. Do you still feel the same way?"
- A brief summary of what you found in the codebase that's relevant
Then wait for the maintainer's direction. They may:
- Agree and ask you to apply labels → do it
- Want to flesh it out → start a /domain-model session
- Override with a different state → apply their choice
- Want to discuss → have a conversation
### Step 3: Bug reproduction (bugs only)
If the issue is categorized as a bug, attempt to reproduce it before starting a /domain-model session. This will vary by codebase, but do your best:
- Read the reporter's reproduction steps (if provided)
- Explore the codebase to understand the relevant code paths
- Try to reproduce the bug: run tests, execute commands, or trace the logic to confirm the reported behavior
- If reproduction succeeds, report what you found to the maintainer — include the specific behavior you observed and where in the code it originates
- If reproduction fails, report that too — the bug may be environment-specific, already fixed, or the report may be inaccurate
- If the report lacks enough detail to attempt reproduction, note that — this is a strong signal the issue should move to `needs-info`
The reproduction attempt informs the /domain-model session and the agent brief. A confirmed reproduction with a known code path makes for a much stronger brief.
### Step 4: /domain-model session (if needed)
If the issue needs to be fleshed out before it's ready for an agent, interview the maintainer to build a complete specification. Use the /domain-model skill.
### Step 5: Apply the outcome
Depending on the outcome:
- **ready-for-agent** — post an agent brief comment (see [AGENT-BRIEF.md](AGENT-BRIEF.md))
- **ready-for-human** — post a comment summarizing the task, what was established during triage, and why it needs human implementation. Use the same structure as an agent brief but note the reason it can't be delegated to an agent (e.g. requires judgment calls, external system access, design decisions, or manual testing).
- **needs-info** — post triage notes with progress so far and questions for the reporter (see Needs Info Output below)
- **wontfix (bug)** — post a polite comment explaining why, then close the issue
- **wontfix (enhancement)** — write to `.out-of-scope/`, post a comment linking to it, then close the issue (see [OUT-OF-SCOPE.md](OUT-OF-SCOPE.md))
- **needs-triage** — apply the label. Optionally leave a comment if there's partial progress to capture.
## Workflow: Quick State Override
When the maintainer explicitly tells you to move an issue to a specific state (e.g. "move #42 to ready-for-agent"), trust their judgment and apply the label directly.
Still show a confirmation of what you're about to do: which labels will be added/removed, and whether you'll post a comment or close the issue. But skip the /domain-model session entirely.
If moving to `ready-for-agent` without a /domain-model session, ask the maintainer if they want to write a brief agent brief comment or skip it.
## Needs Info Output
When moving an issue to `needs-info`, post a comment that captures the interview progress and tells the reporter what's needed:
```markdown
## Triage Notes
**What we've established so far:**
- point 1
- point 2
**What we still need from you (@reporter):**
- question 1
- question 2
```
Include everything resolved during the /domain-model session in "established so far" — this work should not be lost. The questions for the reporter should be specific and actionable, not vague ("please provide more info").
## Resuming Previous Sessions
When triaging an issue that already has triage notes from a previous session:
1. Read all comments to find prior triage notes
2. Parse what was already established
3. Check if the reporter has answered any outstanding questions
4. Present the maintainer with an updated picture: "Here's where we left off, and here's what the reporter has said since"
5. Continue the /domain-model session from where it stopped — do not re-ask resolved questions
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@@ -0,0 +1,38 @@
#!/usr/bin/env bash
set -euo pipefail
# Links all skills in the repository to ~/.claude/skills, so that
# they can be used by the local Claude CLI.
REPO="$(cd "$(dirname "$0")/.." && pwd)"
DEST="$HOME/.claude/skills"
# If ~/.claude/skills is a symlink that resolves into this repo, we'd end up
# writing the per-skill symlinks back into the repo's own skills/ tree. Detect
# and bail out instead of polluting the working copy.
if [ -L "$DEST" ]; then
resolved="$(readlink -f "$DEST")"
case "$resolved" in
"$REPO"|"$REPO"/*)
echo "error: $DEST is a symlink into this repo ($resolved)." >&2
echo "Remove it (rm \"$DEST\") and re-run; the script will recreate it as a real dir." >&2
exit 1
;;
esac
fi
mkdir -p "$DEST"
find "$REPO/skills" -name SKILL.md -not -path '*/node_modules/*' -print0 |
while IFS= read -r -d '' skill_md; do
src="$(dirname "$skill_md")"
name="$(basename "$src")"
target="$DEST/$name"
if [ -e "$target" ] && [ ! -L "$target" ]; then
rm -rf "$target"
fi
ln -sfn "$src" "$target"
echo "linked $name -> $src"
done
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@@ -0,0 +1,8 @@
# Deprecated
Skills I no longer use.
- **[design-an-interface](./design-an-interface/SKILL.md)** — Generate multiple radically different interface designs for a module using parallel sub-agents.
- **[qa](./qa/SKILL.md)** — Interactive QA session where user reports bugs conversationally and the agent files GitHub issues.
- **[request-refactor-plan](./request-refactor-plan/SKILL.md)** — Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue.
- **[ubiquitous-language](./ubiquitous-language/SKILL.md)** — Extract a DDD-style ubiquitous language glossary from the current conversation.
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@@ -0,0 +1,13 @@
# Engineering
Skills I use daily for code work.
- **[diagnose](./diagnose/SKILL.md)** — Disciplined diagnosis loop for hard bugs and performance regressions: reproduce → minimise → hypothesise → instrument → fix → regression-test.
- **[grill-with-docs](./grill-with-docs/SKILL.md)** — Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates `CONTEXT.md` and ADRs inline.
- **[triage](./triage/SKILL.md)** — Triage issues through a state machine of triage roles.
- **[improve-codebase-architecture](./improve-codebase-architecture/SKILL.md)** — Find deepening opportunities in a codebase, informed by the domain language in `CONTEXT.md` and the decisions in `docs/adr/`.
- **[setup-matt-pocock-skills](./setup-matt-pocock-skills/SKILL.md)** — Scaffold the per-repo config (issue tracker, triage label vocabulary, domain doc layout) that the other engineering skills consume.
- **[tdd](./tdd/SKILL.md)** — Test-driven development with a red-green-refactor loop. Builds features or fixes bugs one vertical slice at a time.
- **[to-issues](./to-issues/SKILL.md)** — Break any plan, spec, or PRD into independently-grabbable GitHub issues using vertical slices.
- **[to-prd](./to-prd/SKILL.md)** — Turn the current conversation context into a PRD and submit it as a GitHub issue.
- **[zoom-out](./zoom-out/SKILL.md)** — Tell the agent to zoom out and give broader context or a higher-level perspective on an unfamiliar section of code.
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@@ -0,0 +1,117 @@
---
name: diagnose
description: Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.
---
# Diagnose
A discipline for hard bugs. Skip phases only when explicitly justified.
When exploring the codebase, use the project's domain glossary to get a clear mental model of the relevant modules, and check ADRs in the area you're touching.
## Phase 1 — Build a feedback loop
**This is the skill.** Everything else is mechanical. If you have a fast, deterministic, agent-runnable pass/fail signal for the bug, you will find the cause — bisection, hypothesis-testing, and instrumentation all just consume that signal. If you don't have one, no amount of staring at code will save you.
Spend disproportionate effort here. **Be aggressive. Be creative. Refuse to give up.**
### Ways to construct one — try them in roughly this order
1. **Failing test** at whatever seam reaches the bug — unit, integration, e2e.
2. **Curl / HTTP script** against a running dev server.
3. **CLI invocation** with a fixture input, diffing stdout against a known-good snapshot.
4. **Headless browser script** (Playwright / Puppeteer) — drives the UI, asserts on DOM/console/network.
5. **Replay a captured trace.** Save a real network request / payload / event log to disk; replay it through the code path in isolation.
6. **Throwaway harness.** Spin up a minimal subset of the system (one service, mocked deps) that exercises the bug code path with a single function call.
7. **Property / fuzz loop.** If the bug is "sometimes wrong output", run 1000 random inputs and look for the failure mode.
8. **Bisection harness.** If the bug appeared between two known states (commit, dataset, version), automate "boot at state X, check, repeat" so you can `git bisect run` it.
9. **Differential loop.** Run the same input through old-version vs new-version (or two configs) and diff outputs.
10. **HITL bash script.** Last resort. If a human must click, drive _them_ with `scripts/hitl-loop.template.sh` so the loop is still structured. Captured output feeds back to you.
Build the right feedback loop, and the bug is 90% fixed.
### Iterate on the loop itself
Treat the loop as a product. Once you have _a_ loop, ask:
- Can I make it faster? (Cache setup, skip unrelated init, narrow the test scope.)
- Can I make the signal sharper? (Assert on the specific symptom, not "didn't crash".)
- Can I make it more deterministic? (Pin time, seed RNG, isolate filesystem, freeze network.)
A 30-second flaky loop is barely better than no loop. A 2-second deterministic loop is a debugging superpower.
### Non-deterministic bugs
The goal is not a clean repro but a **higher reproduction rate**. Loop the trigger 100×, parallelise, add stress, narrow timing windows, inject sleeps. A 50%-flake bug is debuggable; 1% is not — keep raising the rate until it's debuggable.
### When you genuinely cannot build a loop
Stop and say so explicitly. List what you tried. Ask the user for: (a) access to whatever environment reproduces it, (b) a captured artifact (HAR file, log dump, core dump, screen recording with timestamps), or (c) permission to add temporary production instrumentation. Do **not** proceed to hypothesise without a loop.
Do not proceed to Phase 2 until you have a loop you believe in.
## Phase 2 — Reproduce
Run the loop. Watch the bug appear.
Confirm:
- [ ] The loop produces the failure mode the **user** described — not a different failure that happens to be nearby. Wrong bug = wrong fix.
- [ ] The failure is reproducible across multiple runs (or, for non-deterministic bugs, reproducible at a high enough rate to debug against).
- [ ] You have captured the exact symptom (error message, wrong output, slow timing) so later phases can verify the fix actually addresses it.
Do not proceed until you reproduce the bug.
## Phase 3 — Hypothesise
Generate **35 ranked hypotheses** before testing any of them. Single-hypothesis generation anchors on the first plausible idea.
Each hypothesis must be **falsifiable**: state the prediction it makes.
> Format: "If <X> is the cause, then <changing Y> will make the bug disappear / <changing Z> will make it worse."
If you cannot state the prediction, the hypothesis is a vibe — discard or sharpen it.
**Show the ranked list to the user before testing.** They often have domain knowledge that re-ranks instantly ("we just deployed a change to #3"), or know hypotheses they've already ruled out. Cheap checkpoint, big time saver. Don't block on it — proceed with your ranking if the user is AFK.
## Phase 4 — Instrument
Each probe must map to a specific prediction from Phase 3. **Change one variable at a time.**
Tool preference:
1. **Debugger / REPL inspection** if the env supports it. One breakpoint beats ten logs.
2. **Targeted logs** at the boundaries that distinguish hypotheses.
3. Never "log everything and grep".
**Tag every debug log** with a unique prefix, e.g. `[DEBUG-a4f2]`. Cleanup at the end becomes a single grep. Untagged logs survive; tagged logs die.
**Perf branch.** For performance regressions, logs are usually wrong. Instead: establish a baseline measurement (timing harness, `performance.now()`, profiler, query plan), then bisect. Measure first, fix second.
## Phase 5 — Fix + regression test
Write the regression test **before the fix** — but only if there is a **correct seam** for it.
A correct seam is one where the test exercises the **real bug pattern** as it occurs at the call site. If the only available seam is too shallow (single-caller test when the bug needs multiple callers, unit test that can't replicate the chain that triggered the bug), a regression test there gives false confidence.
**If no correct seam exists, that itself is the finding.** Note it. The codebase architecture is preventing the bug from being locked down. Flag this for the next phase.
If a correct seam exists:
1. Turn the minimised repro into a failing test at that seam.
2. Watch it fail.
3. Apply the fix.
4. Watch it pass.
5. Re-run the Phase 1 feedback loop against the original (un-minimised) scenario.
## Phase 6 — Cleanup + post-mortem
Required before declaring done:
- [ ] Original repro no longer reproduces (re-run the Phase 1 loop)
- [ ] Regression test passes (or absence of seam is documented)
- [ ] All `[DEBUG-...]` instrumentation removed (`grep` the prefix)
- [ ] Throwaway prototypes deleted (or moved to a clearly-marked debug location)
- [ ] The hypothesis that turned out correct is stated in the commit / PR message — so the next debugger learns
**Then ask: what would have prevented this bug?** If the answer involves architectural change (no good test seam, tangled callers, hidden coupling) hand off to the `/improve-codebase-architecture` skill with the specifics. Make the recommendation **after** the fix is in, not before — you have more information now than when you started.
@@ -0,0 +1,41 @@
#!/usr/bin/env bash
# Human-in-the-loop reproduction loop.
# Copy this file, edit the steps below, and run it.
# The agent runs the script; the user follows prompts in their terminal.
#
# Usage:
# bash hitl-loop.template.sh
#
# Two helpers:
# step "<instruction>" → show instruction, wait for Enter
# capture VAR "<question>" → show question, read response into VAR
#
# At the end, captured values are printed as KEY=VALUE for the agent to parse.
set -euo pipefail
step() {
printf '\n>>> %s\n' "$1"
read -r -p " [Enter when done] " _
}
capture() {
local var="$1" question="$2" answer
printf '\n>>> %s\n' "$question"
read -r -p " > " answer
printf -v "$var" '%s' "$answer"
}
# --- edit below ---------------------------------------------------------
step "Open the app at http://localhost:3000 and sign in."
capture ERRORED "Click the 'Export' button. Did it throw an error? (y/n)"
capture ERROR_MSG "Paste the error message (or 'none'):"
# --- edit above ---------------------------------------------------------
printf '\n--- Captured ---\n'
printf 'ERRORED=%s\n' "$ERRORED"
printf 'ERROR_MSG=%s\n' "$ERROR_MSG"
@@ -1,5 +1,5 @@
--- ---
name: domain-model name: grill-with-docs
description: Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions. description: Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.
disable-model-invocation: true disable-model-invocation: true
--- ---
@@ -26,18 +26,13 @@ Key principles (see [LANGUAGE.md](LANGUAGE.md) for the full list):
- **The interface is the test surface.** - **The interface is the test surface.**
- **One adapter = hypothetical seam. Two adapters = real seam.** - **One adapter = hypothetical seam. Two adapters = real seam.**
This skill is _informed_ by the project's domain model`CONTEXT.md` and any `docs/adr/`. The domain language gives names to good seams; ADRs record decisions the skill should not re-litigate. See [CONTEXT-FORMAT.md](../domain-model/CONTEXT-FORMAT.md) and [ADR-FORMAT.md](../domain-model/ADR-FORMAT.md). This skill is _informed_ by the project's domain model. The domain language gives names to good seams; ADRs record decisions the skill should not re-litigate.
## Process ## Process
### 1. Explore ### 1. Explore
Read existing documentation first: Read the project's domain glossary and any ADRs in the area you're touching first.
- `CONTEXT.md` (or `CONTEXT-MAP.md` + each `CONTEXT.md` in a multi-context repo)
- Relevant ADRs in `docs/adr/` (and any context-scoped `docs/adr/` directories)
If any of these files don't exist, proceed silently — don't flag their absence or suggest creating them upfront.
Then use the Agent tool with `subagent_type=Explore` to walk the codebase. Don't follow rigid heuristics — explore organically and note where you experience friction: Then use the Agent tool with `subagent_type=Explore` to walk the codebase. Don't follow rigid heuristics — explore organically and note where you experience friction:
@@ -70,7 +65,7 @@ Once the user picks a candidate, drop into a grilling conversation. Walk the des
Side effects happen inline as decisions crystallize: Side effects happen inline as decisions crystallize:
- **Naming a deepened module after a concept not in `CONTEXT.md`?** Add the term to `CONTEXT.md` — same discipline as `/domain-model` (see [CONTEXT-FORMAT.md](../domain-model/CONTEXT-FORMAT.md)). Create the file lazily if it doesn't exist. - **Naming a deepened module after a concept not in `CONTEXT.md`?** Add the term to `CONTEXT.md` — same discipline as `/grill-with-docs` (see [CONTEXT-FORMAT.md](../grill-with-docs/CONTEXT-FORMAT.md)). Create the file lazily if it doesn't exist.
- **Sharpening a fuzzy term during the conversation?** Update `CONTEXT.md` right there. - **Sharpening a fuzzy term during the conversation?** Update `CONTEXT.md` right there.
- **User rejects the candidate with a load-bearing reason?** Offer an ADR, framed as: _"Want me to record this as an ADR so future architecture reviews don't re-suggest it?"_ Only offer when the reason would actually be needed by a future explorer to avoid re-suggesting the same thing — skip ephemeral reasons ("not worth it right now") and self-evident ones. See [ADR-FORMAT.md](../domain-model/ADR-FORMAT.md). - **User rejects the candidate with a load-bearing reason?** Offer an ADR, framed as: _"Want me to record this as an ADR so future architecture reviews don't re-suggest it?"_ Only offer when the reason would actually be needed by a future explorer to avoid re-suggesting the same thing — skip ephemeral reasons ("not worth it right now") and self-evident ones. See [ADR-FORMAT.md](../grill-with-docs/ADR-FORMAT.md).
- **Want to explore alternative interfaces for the deepened module?** See [INTERFACE-DESIGN.md](INTERFACE-DESIGN.md). - **Want to explore alternative interfaces for the deepened module?** See [INTERFACE-DESIGN.md](INTERFACE-DESIGN.md).
@@ -0,0 +1,121 @@
---
name: setup-matt-pocock-skills
description: Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label vocabulary, and domain doc layout. Run before first use of `to-issues`, `to-prd`, `triage`, `diagnose`, `tdd`, `improve-codebase-architecture`, or `zoom-out` — or if those skills appear to be missing context about the issue tracker, triage labels, or domain docs.
disable-model-invocation: true
---
# Setup Matt Pocock's Skills
Scaffold the per-repo configuration that the engineering skills assume:
- **Issue tracker** — where issues live (GitHub by default; local markdown is also supported out of the box)
- **Triage labels** — the strings used for the five canonical triage roles
- **Domain docs** — where `CONTEXT.md` and ADRs live, and the consumer rules for reading them
This is a prompt-driven skill, not a deterministic script. Explore, present what you found, confirm with the user, then write.
## Process
### 1. Explore
Look at the current repo to understand its starting state. Read whatever exists; don't assume:
- `git remote -v` and `.git/config` — is this a GitHub repo? Which one?
- `AGENTS.md` and `CLAUDE.md` at the repo root — does either exist? Is there already an `## Agent skills` section in either?
- `CONTEXT.md` and `CONTEXT-MAP.md` at the repo root
- `docs/adr/` and any `src/*/docs/adr/` directories
- `docs/agents/` — does this skill's prior output already exist?
- `.scratch/` — sign that a local-markdown issue tracker convention is already in use
### 2. Present findings and ask
Summarise what's present and what's missing. Then walk the user through the three decisions **one at a time** — present a section, get the user's answer, then move to the next. Don't dump all three at once.
Assume the user does not know what these terms mean. Each section starts with a short explainer (what it is, why these skills need it, what changes if they pick differently). Then show the choices and the default.
**Section A — Issue tracker.**
> Explainer: The "issue tracker" is where issues live for this repo. Skills like `to-issues`, `triage`, `to-prd`, and `qa` read from and write to it — they need to know whether to call `gh issue create`, write a markdown file under `.scratch/`, or follow some other workflow you describe. Pick the place you actually track work for this repo.
Default posture: these skills were designed for GitHub. If a `git remote` points at GitHub, propose that. If a `git remote` points at GitLab (`gitlab.com` or a self-hosted host), propose GitLab. Otherwise (or if the user prefers), offer:
- **GitHub** — issues live in the repo's GitHub Issues (uses the `gh` CLI)
- **GitLab** — issues live in the repo's GitLab Issues (uses the [`glab`](https://gitlab.com/gitlab-org/cli) CLI)
- **Local markdown** — issues live as files under `.scratch/<feature>/` in this repo (good for solo projects or repos without a remote)
- **Other** (Jira, Linear, etc.) — ask the user to describe the workflow in one paragraph; the skill will record it as freeform prose
**Section B — Triage label vocabulary.**
> Explainer: When the `triage` skill processes an incoming issue, it moves it through a state machine — needs evaluation, waiting on reporter, ready for an AFK agent to pick up, ready for a human, or won't fix. To do that, it needs to apply labels (or the equivalent in your issue tracker) that match strings *you've actually configured*. If your repo already uses different label names (e.g. `bug:triage` instead of `needs-triage`), map them here so the skill applies the right ones instead of creating duplicates.
The five canonical roles:
- `needs-triage` — maintainer needs to evaluate
- `needs-info` — waiting on reporter
- `ready-for-agent` — fully specified, AFK-ready (an agent can pick it up with no human context)
- `ready-for-human` — needs human implementation
- `wontfix` — will not be actioned
Default: each role's string equals its name. Ask the user if they want to override any. If their issue tracker has no existing labels, the defaults are fine.
**Section C — Domain docs.**
> Explainer: Some skills (`improve-codebase-architecture`, `diagnose`, `tdd`) read a `CONTEXT.md` file to learn the project's domain language, and `docs/adr/` for past architectural decisions. They need to know whether the repo has one global context or multiple (e.g. a monorepo with separate frontend/backend contexts) so they look in the right place.
Confirm the layout:
- **Single-context** — one `CONTEXT.md` + `docs/adr/` at the repo root. Most repos are this.
- **Multi-context** — `CONTEXT-MAP.md` at the root pointing to per-context `CONTEXT.md` files (typically a monorepo).
### 3. Confirm and edit
Show the user a draft of:
- The `## Agent skills` block to add to whichever of `CLAUDE.md` / `AGENTS.md` is being edited (see step 4 for selection rules)
- The contents of `docs/agents/issue-tracker.md`, `docs/agents/triage-labels.md`, `docs/agents/domain.md`
Let them edit before writing.
### 4. Write
**Pick the file to edit:**
- If `CLAUDE.md` exists, edit it.
- Else if `AGENTS.md` exists, edit it.
- If neither exists, ask the user which one to create — don't pick for them.
Never create `AGENTS.md` when `CLAUDE.md` already exists (or vice versa) — always edit the one that's already there.
If an `## Agent skills` block already exists in the chosen file, update its contents in-place rather than appending a duplicate. Don't overwrite user edits to the surrounding sections.
The block:
```markdown
## Agent skills
### Issue tracker
[one-line summary of where issues are tracked]. See `docs/agents/issue-tracker.md`.
### Triage labels
[one-line summary of the label vocabulary]. See `docs/agents/triage-labels.md`.
### Domain docs
[one-line summary of layout — "single-context" or "multi-context"]. See `docs/agents/domain.md`.
```
Then write the three docs files using the seed templates in this skill folder as a starting point:
- [issue-tracker-github.md](./issue-tracker-github.md) — GitHub issue tracker
- [issue-tracker-gitlab.md](./issue-tracker-gitlab.md) — GitLab issue tracker
- [issue-tracker-local.md](./issue-tracker-local.md) — local-markdown issue tracker
- [triage-labels.md](./triage-labels.md) — label mapping
- [domain.md](./domain.md) — domain doc consumer rules + layout
For "other" issue trackers, write `docs/agents/issue-tracker.md` from scratch using the user's description.
### 5. Done
Tell the user the setup is complete and which engineering skills will now read from these files. Mention they can edit `docs/agents/*.md` directly later — re-running this skill is only necessary if they want to switch issue trackers or restart from scratch.
@@ -0,0 +1,51 @@
# Domain Docs
How the engineering skills should consume this repo's domain documentation when exploring the codebase.
## Before exploring, read these
- **`CONTEXT.md`** at the repo root, or
- **`CONTEXT-MAP.md`** at the repo root if it exists — it points at one `CONTEXT.md` per context. Read each one relevant to the topic.
- **`docs/adr/`** — read ADRs that touch the area you're about to work in. In multi-context repos, also check `src/<context>/docs/adr/` for context-scoped decisions.
If any of these files don't exist, **proceed silently**. Don't flag their absence; don't suggest creating them upfront. The producer skill (`/grill-with-docs`) creates them lazily when terms or decisions actually get resolved.
## File structure
Single-context repo (most repos):
```
/
├── CONTEXT.md
├── docs/adr/
│ ├── 0001-event-sourced-orders.md
│ └── 0002-postgres-for-write-model.md
└── src/
```
Multi-context repo (presence of `CONTEXT-MAP.md` at the root):
```
/
├── CONTEXT-MAP.md
├── docs/adr/ ← system-wide decisions
└── src/
├── ordering/
│ ├── CONTEXT.md
│ └── docs/adr/ ← context-specific decisions
└── billing/
├── CONTEXT.md
└── docs/adr/
```
## Use the glossary's vocabulary
When your output names a domain concept (in an issue title, a refactor proposal, a hypothesis, a test name), use the term as defined in `CONTEXT.md`. Don't drift to synonyms the glossary explicitly avoids.
If the concept you need isn't in the glossary yet, that's a signal — either you're inventing language the project doesn't use (reconsider) or there's a real gap (note it for `/grill-with-docs`).
## Flag ADR conflicts
If your output contradicts an existing ADR, surface it explicitly rather than silently overriding:
> _Contradicts ADR-0007 (event-sourced orders) — but worth reopening because…_
@@ -0,0 +1,22 @@
# Issue tracker: GitHub
Issues and PRDs for this repo live as GitHub issues. Use the `gh` CLI for all operations.
## Conventions
- **Create an issue**: `gh issue create --title "..." --body "..."`. Use a heredoc for multi-line bodies.
- **Read an issue**: `gh issue view <number> --comments`, filtering comments by `jq` and also fetching labels.
- **List issues**: `gh issue list --state open --json number,title,body,labels,comments --jq '[.[] | {number, title, body, labels: [.labels[].name], comments: [.comments[].body]}]'` with appropriate `--label` and `--state` filters.
- **Comment on an issue**: `gh issue comment <number> --body "..."`
- **Apply / remove labels**: `gh issue edit <number> --add-label "..."` / `--remove-label "..."`
- **Close**: `gh issue close <number> --comment "..."`
Infer the repo from `git remote -v``gh` does this automatically when run inside a clone.
## When a skill says "publish to the issue tracker"
Create a GitHub issue.
## When a skill says "fetch the relevant ticket"
Run `gh issue view <number> --comments`.
@@ -0,0 +1,23 @@
# Issue tracker: GitLab
Issues and PRDs for this repo live as GitLab issues. Use the [`glab`](https://gitlab.com/gitlab-org/cli) CLI for all operations.
## Conventions
- **Create an issue**: `glab issue create --title "..." --description "..."`. Use a heredoc for multi-line descriptions. Pass `--description -` to open an editor.
- **Read an issue**: `glab issue view <number> --comments`. Use `-F json` for machine-readable output.
- **List issues**: `glab issue list --state opened -F json` with appropriate `--label` filters. Note that GitLab uses `opened` (not `open`) for the state value.
- **Comment on an issue**: `glab issue note <number> --message "..."`. GitLab calls comments "notes".
- **Apply / remove labels**: `glab issue update <number> --label "..."` / `--unlabel "..."`. Multiple labels can be comma-separated or by repeating the flag.
- **Close**: `glab issue close <number>`. `glab issue close` does not accept a closing comment, so post the explanation first with `glab issue note <number> --message "..."`, then close.
- **Merge requests**: GitLab calls PRs "merge requests". Use `glab mr create`, `glab mr view`, `glab mr note`, etc. — the same shape as `gh pr ...` with `mr` in place of `pr` and `note`/`--message` in place of `comment`/`--body`.
Infer the repo from `git remote -v``glab` does this automatically when run inside a clone.
## When a skill says "publish to the issue tracker"
Create a GitLab issue.
## When a skill says "fetch the relevant ticket"
Run `glab issue view <number> --comments`.
@@ -0,0 +1,19 @@
# Issue tracker: Local Markdown
Issues and PRDs for this repo live as markdown files in `.scratch/`.
## Conventions
- One feature per directory: `.scratch/<feature-slug>/`
- The PRD is `.scratch/<feature-slug>/PRD.md`
- Implementation issues are `.scratch/<feature-slug>/issues/<NN>-<slug>.md`, numbered from `01`
- Triage state is recorded as a `Status:` line near the top of each issue file (see `triage-labels.md` for the role strings)
- Comments and conversation history append to the bottom of the file under a `## Comments` heading
## When a skill says "publish to the issue tracker"
Create a new file under `.scratch/<feature-slug>/` (creating the directory if needed).
## When a skill says "fetch the relevant ticket"
Read the file at the referenced path. The user will normally pass the path or the issue number directly.
@@ -0,0 +1,15 @@
# Triage Labels
The skills speak in terms of five canonical triage roles. This file maps those roles to the actual label strings used in this repo's issue tracker.
| Label in mattpocock/skills | Label in our tracker | Meaning |
| -------------------------- | -------------------- | ---------------------------------------- |
| `needs-triage` | `needs-triage` | Maintainer needs to evaluate this issue |
| `needs-info` | `needs-info` | Waiting on reporter for more information |
| `ready-for-agent` | `ready-for-agent` | Fully specified, ready for an AFK agent |
| `ready-for-human` | `ready-for-human` | Requires human implementation |
| `wontfix` | `wontfix` | Will not be actioned |
When a skill mentions a role (e.g. "apply the AFK-ready triage label"), use the corresponding label string from this table.
Edit the right-hand column to match whatever vocabulary you actually use.
@@ -44,6 +44,8 @@ RIGHT (vertical):
### 1. Planning ### 1. Planning
When exploring the codebase, use the project's domain glossary so that test names and interface vocabulary match the project's language, and respect ADRs in the area you're touching.
Before writing any code: Before writing any code:
- [ ] Confirm with user what interface changes are needed - [ ] Confirm with user what interface changes are needed
@@ -1,21 +1,23 @@
--- ---
name: to-issues name: to-issues
description: Break a plan, spec, or PRD into independently-grabbable GitHub issues using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues. description: Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.
--- ---
# To Issues # To Issues
Break a plan into independently-grabbable GitHub issues using vertical slices (tracer bullets). Break a plan into independently-grabbable issues using vertical slices (tracer bullets).
The issue tracker and triage label vocabulary should have been provided to you — run `/setup-matt-pocock-skills` if not.
## Process ## Process
### 1. Gather context ### 1. Gather context
Work from whatever is already in the conversation context. If the user passes a GitHub issue number or URL as an argument, fetch it with `gh issue view <number>` (with comments). Work from whatever is already in the conversation context. If the user passes an issue reference (issue number, URL, or path) as an argument, fetch it from the issue tracker and read its full body and comments.
### 2. Explore the codebase (optional) ### 2. Explore the codebase (optional)
If you have not already explored the codebase, do so to understand the current state of the code. If you have not already explored the codebase, do so to understand the current state of the code. Issue titles and descriptions should use the project's domain glossary vocabulary, and respect ADRs in the area you're touching.
### 3. Draft vertical slices ### 3. Draft vertical slices
@@ -47,16 +49,16 @@ Ask the user:
Iterate until the user approves the breakdown. Iterate until the user approves the breakdown.
### 5. Create the GitHub issues ### 5. Publish the issues to the issue tracker
For each approved slice, create a GitHub issue using `gh issue create`. Use the issue body template below. For each approved slice, publish a new issue to the issue tracker. Use the issue body template below. Apply the `needs-triage` triage label so each issue enters the normal triage flow.
Create issues in dependency order (blockers first) so you can reference real issue numbers in the "Blocked by" field. Publish issues in dependency order (blockers first) so you can reference real issue identifiers in the "Blocked by" field.
<issue-template> <issue-template>
## Parent ## Parent
#<parent-issue-number> (if the source was a GitHub issue, otherwise omit this section) A reference to the parent issue on the issue tracker (if the source was an existing issue, otherwise omit this section).
## What to build ## What to build
@@ -70,7 +72,7 @@ A concise description of this vertical slice. Describe the end-to-end behavior,
## Blocked by ## Blocked by
- Blocked by #<issue-number> (if any) - A reference to the blocking ticket (if any)
Or "None - can start immediately" if no blockers. Or "None - can start immediately" if no blockers.
@@ -1,13 +1,15 @@
--- ---
name: to-prd name: to-prd
description: Turn the current conversation context into a PRD and submit it as a GitHub issue. Use when user wants to create a PRD from the current context. description: Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.
--- ---
This skill takes the current conversation context and codebase understanding and produces a PRD. Do NOT interview the user — just synthesize what you already know. This skill takes the current conversation context and codebase understanding and produces a PRD. Do NOT interview the user — just synthesize what you already know.
The issue tracker and triage label vocabulary should have been provided to you — run `/setup-matt-pocock-skills` if not.
## Process ## Process
1. Explore the repo to understand the current state of the codebase, if you haven't already. 1. Explore the repo to understand the current state of the codebase, if you haven't already. Use the project's domain glossary vocabulary throughout the PRD, and respect any ADRs in the area you're touching.
2. Sketch out the major modules you will need to build or modify to complete the implementation. Actively look for opportunities to extract deep modules that can be tested in isolation. 2. Sketch out the major modules you will need to build or modify to complete the implementation. Actively look for opportunities to extract deep modules that can be tested in isolation.
@@ -15,7 +17,7 @@ A deep module (as opposed to a shallow module) is one which encapsulates a lot o
Check with the user that these modules match their expectations. Check with the user which modules they want tests written for. Check with the user that these modules match their expectations. Check with the user which modules they want tests written for.
3. Write the PRD using the template below and submit it as a GitHub issue. 3. Write the PRD using the template below, then publish it to the project issue tracker. Apply the `needs-triage` triage label so it enters the normal triage flow.
<prd-template> <prd-template>
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---
name: triage
description: Triage issues through a state machine driven by triage roles. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.
---
# Triage
Move issues on the project issue tracker through a small state machine of triage roles.
Every comment or issue posted to the issue tracker during triage **must** start with this disclaimer:
```
> *This was generated by AI during triage.*
```
## Reference docs
- [AGENT-BRIEF.md](AGENT-BRIEF.md) — how to write durable agent briefs
- [OUT-OF-SCOPE.md](OUT-OF-SCOPE.md) — how the `.out-of-scope/` knowledge base works
## Roles
Two **category** roles:
- `bug` — something is broken
- `enhancement` — new feature or improvement
Five **state** roles:
- `needs-triage` — maintainer needs to evaluate
- `needs-info` — waiting on reporter for more information
- `ready-for-agent` — fully specified, ready for an AFK agent
- `ready-for-human` — needs human implementation
- `wontfix` — will not be actioned
Every triaged issue should carry exactly one category role and one state role. If state roles conflict, flag it and ask the maintainer before doing anything else.
These are canonical role names — the actual label strings used in the issue tracker may differ. The mapping should have been provided to you - run `/setup-matt-pocock-skills` if not.
State transitions: an unlabeled issue normally goes to `needs-triage` first; from there it moves to `needs-info`, `ready-for-agent`, `ready-for-human`, or `wontfix`. `needs-info` returns to `needs-triage` once the reporter replies. The maintainer can override at any time — flag transitions that look unusual and ask before proceeding.
## Invocation
The maintainer invokes `/triage` and describes what they want in natural language. Interpret the request and act. Examples:
- "Show me anything that needs my attention"
- "Let's look at #42"
- "Move #42 to ready-for-agent"
- "What's ready for agents to pick up?"
## Show what needs attention
Query the issue tracker and present three buckets, oldest first:
1. **Unlabeled** — never triaged.
2. **`needs-triage`** — evaluation in progress.
3. **`needs-info` with reporter activity since the last triage notes** — needs re-evaluation.
Show counts and a one-line summary per issue. Let the maintainer pick.
## Triage a specific issue
1. **Gather context.** Read the full issue (body, comments, labels, reporter, dates). Parse any prior triage notes so you don't re-ask resolved questions. Explore the codebase using the project's domain glossary, respecting ADRs in the area. Read `.out-of-scope/*.md` and surface any prior rejection that resembles this issue.
2. **Recommend.** Tell the maintainer your category and state recommendation with reasoning, plus a brief codebase summary relevant to the issue. Wait for direction.
3. **Reproduce (bugs only).** Before any grilling, attempt reproduction: read the reporter's steps, trace the relevant code, run tests or commands. Report what happened — successful repro with code path, failed repro, or insufficient detail (a strong `needs-info` signal). A confirmed repro makes a much stronger agent brief.
4. **Grill (if needed).** If the issue needs fleshing out, run a `/grill-with-docs` session.
5. **Apply the outcome:**
- `ready-for-agent` — post an agent brief comment ([AGENT-BRIEF.md](AGENT-BRIEF.md)).
- `ready-for-human` — same structure as an agent brief, but note why it can't be delegated (judgment calls, external access, design decisions, manual testing).
- `needs-info` — post triage notes (template below).
- `wontfix` (bug) — polite explanation, then close.
- `wontfix` (enhancement) — write to `.out-of-scope/`, link to it from a comment, then close ([OUT-OF-SCOPE.md](OUT-OF-SCOPE.md)).
- `needs-triage` — apply the role. Optional comment if there's partial progress.
## Quick state override
If the maintainer says "move #42 to ready-for-agent", trust them and apply the role directly. Confirm what you're about to do (role changes, comment, close), then act. Skip grilling. If moving to `ready-for-agent` without a grilling session, ask whether they want to write an agent brief.
## Needs-info template
```markdown
## Triage Notes
**What we've established so far:**
- point 1
- point 2
**What we still need from you (@reporter):**
- question 1
- question 2
```
Capture everything resolved during grilling under "established so far" so the work isn't lost. Questions must be specific and actionable, not "please provide more info".
## Resuming a previous session
If prior triage notes exist on the issue, read them, check whether the reporter has answered any outstanding questions, and present an updated picture before continuing. Don't re-ask resolved questions.
@@ -4,4 +4,4 @@ description: Tell the agent to zoom out and give broader context or a higher-lev
disable-model-invocation: true disable-model-invocation: true
--- ---
I don't know this area of code well. Go up a layer of abstraction. Give me a map of all the relevant modules and callers. I don't know this area of code well. Go up a layer of abstraction. Give me a map of all the relevant modules and callers, using the project's domain glossary vocabulary.
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@@ -0,0 +1,8 @@
# Misc
Tools I keep around but rarely use.
- **[git-guardrails-claude-code](./git-guardrails-claude-code/SKILL.md)** — Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, etc.) before they execute.
- **[migrate-to-shoehorn](./migrate-to-shoehorn/SKILL.md)** — Migrate test files from `as` type assertions to @total-typescript/shoehorn.
- **[scaffold-exercises](./scaffold-exercises/SKILL.md)** — Create exercise directory structures with sections, problems, solutions, and explainers.
- **[setup-pre-commit](./setup-pre-commit/SKILL.md)** — Set up Husky pre-commit hooks with lint-staged, Prettier, type checking, and tests.
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@@ -0,0 +1,6 @@
# Personal
Skills tied to my own setup, not promoted in the plugin.
- **[edit-article](./edit-article/SKILL.md)** — Edit and improve articles by restructuring sections, improving clarity, and tightening prose.
- **[obsidian-vault](./obsidian-vault/SKILL.md)** — Search, create, and manage notes in an Obsidian vault with wikilinks and index notes.
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@@ -0,0 +1,7 @@
# Productivity
General workflow tools, not code-specific.
- **[caveman](./caveman/SKILL.md)** — Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler while keeping full technical accuracy.
- **[grill-me](./grill-me/SKILL.md)** — Get relentlessly interviewed about a plan or design until every branch of the decision tree is resolved.
- **[write-a-skill](./write-a-skill/SKILL.md)** — Create new skills with proper structure, progressive disclosure, and bundled resources.
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@@ -1,102 +0,0 @@
---
name: triage-issue
description: Triage a bug or issue by exploring the codebase to find root cause, then create a GitHub issue with a TDD-based fix plan. Use when user reports a bug, wants to file an issue, mentions "triage", or wants to investigate and plan a fix for a problem.
---
# Triage Issue
Investigate a reported problem, find its root cause, and create a GitHub issue with a TDD fix plan. This is a mostly hands-off workflow - minimize questions to the user.
## Process
### 1. Capture the problem
Get a brief description of the issue from the user. If they haven't provided one, ask ONE question: "What's the problem you're seeing?"
Do NOT ask follow-up questions yet. Start investigating immediately.
### 2. Explore and diagnose
Use the Agent tool with subagent_type=Explore to deeply investigate the codebase. Your goal is to find:
- **Where** the bug manifests (entry points, UI, API responses)
- **What** code path is involved (trace the flow)
- **Why** it fails (the root cause, not just the symptom)
- **What** related code exists (similar patterns, tests, adjacent modules)
Look at:
- Related source files and their dependencies
- Existing tests (what's tested, what's missing)
- Recent changes to affected files (`git log` on relevant files)
- Error handling in the code path
- Similar patterns elsewhere in the codebase that work correctly
### 3. Identify the fix approach
Based on your investigation, determine:
- The minimal change needed to fix the root cause
- Which modules/interfaces are affected
- What behaviors need to be verified via tests
- Whether this is a regression, missing feature, or design flaw
### 4. Design TDD fix plan
Create a concrete, ordered list of RED-GREEN cycles. Each cycle is one vertical slice:
- **RED**: Describe a specific test that captures the broken/missing behavior
- **GREEN**: Describe the minimal code change to make that test pass
Rules:
- Tests verify behavior through public interfaces, not implementation details
- One test at a time, vertical slices (NOT all tests first, then all code)
- Each test should survive internal refactors
- Include a final refactor step if needed
- **Durability**: Only suggest fixes that would survive radical codebase changes. Describe behaviors and contracts, not internal structure. Tests assert on observable outcomes (API responses, UI state, user-visible effects), not internal state. A good suggestion reads like a spec; a bad one reads like a diff.
### 5. Create the GitHub issue
Create a GitHub issue using `gh issue create` with the template below. Do NOT ask the user to review before creating - just create it and share the URL.
<issue-template>
## Problem
A clear description of the bug or issue, including:
- What happens (actual behavior)
- What should happen (expected behavior)
- How to reproduce (if applicable)
## Root Cause Analysis
Describe what you found during investigation:
- The code path involved
- Why the current code fails
- Any contributing factors
Do NOT include specific file paths, line numbers, or implementation details that couple to current code layout. Describe modules, behaviors, and contracts instead. The issue should remain useful even after major refactors.
## TDD Fix Plan
A numbered list of RED-GREEN cycles:
1. **RED**: Write a test that [describes expected behavior]
**GREEN**: [Minimal change to make it pass]
2. **RED**: Write a test that [describes next behavior]
**GREEN**: [Minimal change to make it pass]
...
**REFACTOR**: [Any cleanup needed after all tests pass]
## Acceptance Criteria
- [ ] Criterion 1
- [ ] Criterion 2
- [ ] All new tests pass
- [ ] Existing tests still pass
</issue-template>
After creating the issue, print the issue URL and a one-line summary of the root cause.