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.mdand 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 -vand.git/config— is this a GitHub repo? Which one?AGENTS.mdandCLAUDE.mdat the repo root — does either exist? Is there already an## Agent skillssection in either?CONTEXT.mdandCONTEXT-MAP.mdat the repo rootdocs/adr/and anysrc/*/docs/adr/directoriesdocs/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, andqaread from and write to it — they need to know whether to callgh 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
ghCLI) - GitLab — issues live in the repo's GitLab Issues (uses the
glabCLI) - 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
triageskill 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:triageinstead ofneeds-triage), map them here so the skill applies the right ones instead of creating duplicates.
The five canonical roles:
needs-triage— maintainer needs to evaluateneeds-info— waiting on reporterready-for-agent— fully specified, AFK-ready (an agent can pick it up with no human context)ready-for-human— needs human implementationwontfix— 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 aCONTEXT.mdfile to learn the project's domain language, anddocs/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.mdat the root pointing to per-contextCONTEXT.mdfiles (typically a monorepo).
3. Confirm and edit
Show the user a draft of:
- The
## Agent skillsblock to add to whichever ofCLAUDE.md/AGENTS.mdis 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.mdexists, edit it. - Else if
AGENTS.mdexists, 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:
## 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 — GitHub issue tracker
- issue-tracker-gitlab.md — GitLab issue tracker
- issue-tracker-local.md — local-markdown issue tracker
- triage-labels.md — label mapping
- domain.md — domain doc consumer rules + layout
For "other" issue trackers, write docs/agents/issue-tracker.md from scratch using the user's description.
4b. Create canonical labels (GitHub only)
If the user picked GitHub in Section A, also create the five canonical triage labels on the remote repo so that /triage, /to-issues, and afk-cook can apply them without "label not found" errors.
Use the mapped strings from Section B (which default to the canonical names but may have been overridden). For each role, run:
gh label create "<mapped-string>" --repo "<owner>/<repo>" --color CCCCCC --force
The --force flag makes the command a no-op if the label already exists, so this is safe to re-run. Suggested order:
needs-triageneeds-infoready-for-agentready-for-humanwontfix
Tell the user which labels were created (or were already present). If the repo doesn't yet have a GitHub remote, skip this step and remind the user to re-run /setup-memo-flow after pushing.
If the user picked GitLab, do the equivalent with glab label create (the GitLab CLI). For local-markdown or other trackers, skip this step entirely.
5. Install the AFK runner wrapper
After writing the config files, install a thin wrapper at <project-root>/scripts/afk-cook that delegates to the installed afk-cook skill. The wrapper is a stable, 2-line interface; the real script and prompt template stay in .claude/skills/afk-cook/ and update automatically when the user runs npx skills@latest update.
Create <project-root>/scripts/ if it doesn't exist. Write <project-root>/scripts/afk-cook with exactly these contents:
#!/usr/bin/env bash
exec "$(dirname "$0")/../.claude/skills/afk-cook/afk-cook" "$@"
Make it executable: chmod +x <project-root>/scripts/afk-cook.
Do NOT copy slice-prompt.md into scripts/. The real afk-cook script in .claude/skills/afk-cook/ already reads its prompt template from its own sibling location, so the wrapper inherits the latest template automatically.
If <project-root>/scripts/afk-cook already exists and is NOT this exact wrapper (e.g. an older copy from a previous install), ask the user whether to replace it. Default to replacing, since the wrapper is the auto-update path.
If the afk-cook skill is not installed in .claude/skills/, tell the user the AFK runner cannot be installed and they need to re-run npx skills@latest add GuillermoMurillo/memo-flow -a claude-code with afk-cook selected.
6. Done
Tell the user the setup is complete and which engineering skills will now read from these files. Mention:
- They can edit
docs/agents/*.mddirectly later. Re-running this skill is only necessary if they want to switch issue trackers or restart from scratch. - The AFK runner is at
./scripts/afk-cook. Run it from the project root. The file is a thin wrapper; the real script lives in.claude/skills/afk-cook/and updates withnpx skills@latest update. See theafk-cookskill (.claude/skills/afk-cook/SKILL.md) for usage.
If the user picked the local-markdown issue tracker in Section A, add this explicit caveat:
Note: the AFK runner (
./scripts/afk-cook) only works with GitHub Issues. It queues work by callinggh issue list --label ready-for-agentand does not read the local-markdown.scratch/convention. Every interactive skill works fine with local-markdown, but the batch runner will stay idle. To use AFK, push this repo to GitHub and re-run/setup-memo-flowso the tracker config switches.