intake
Skill0 starsChanged 3 months agoMITView on GitHub
Use when SIZING a task or PR and deciding whether to split it, validating the "intent" field in tickets/specs/PRDs before implementation, or moving issues and external PRs through triage states (categorise, verify, grill, write agent-ready briefs). Feeds `planning`; does not author plans.
34 other projects use a version of this.
Adopted by
Most recently taken up by
- cdfarkas/cdfarkas-skillstheir own version, first seen Nov 8, 2026
- Mathews-Tom/armorytheir own version, first seen Nov 1, 2026
- ghvinashvili/specagenttheir own version, first seen Nov 1, 2026
- bmtrnavsky/disciplined-vibe-codingtheir own version, first seen Nov 1, 2026
- AdityaZxxx/skillstheir own version, first seen Oct 20, 2026
- GopkoDev/motion-flowtheir own version, first seen Oct 20, 2026
Used with
Projects with it also use plan, triage and 5 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
BlockSkillplan
Draft a TDD, PRD, or lightweight plan in the conversation without committing it.
Also in 4 projects that use this
Google CloudSkilltriage
Gather context on a change or bug and plan the implementation.
Also in 4 projects that use this
Microsoft AzureSkillbuild
Build the TypeSpec Rust emitter from source. Run this after cloning the repo, after pulling changes, or when TypeScript source files have been modified.
Also in 3 projects that use this
Microsoft AzureSkillverify
End-to-end app testing pipeline for browser-based web apps on cloud browsers via Azure Playwright Workspaces: verify the live app, author tests for working flows, heal failing tests, then re-run with video and produce one consolidated report. Three phases (app verification, test authoring, test healing) plus a scoped final sanity run; each phase emits a sub-report. Use when asked to "verify my app", "make sure my app works and has good test coverage", "do a full QA pass", "add tests where I'm missing coverage", "fix failing tests and add new ones", "smoke test before deploy", "QA my deployment", or any combined verify-and-test ask. Requires Azure CLI (`az login`) and a Playwright Workspace resource ID — bootstraps configs on first invocation. Browser-based web apps with Playwright only — not for unit/API tests, native mobile/desktop, load/perf, or full accessibility audits.
Also in 4 projects that use this
VercelSkillsetup
Set up Vercel CLI and project configuration. Use when the user says "set up Vercel", "configure Vercel", "link to Vercel", or "vercel init".
Also in 4 projects that use this
SentrySkillreview
Fixture review skill.
Also in 4 projects that use this
Other versions34 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 34
- openai/plugins★ 7.8ksame name
- Mathews-Tom/armory★ 340same name
- skillberry-ai/cap-evolve★ 69same name
- Consortium-team/project-creator★ 17same name
- bmtrnavsky/disciplined-vibe-coding★ 15same name
- awslabs/service-onboarding-accelerator-on-aws★ 7same name
- ghvinashvili/specagent★ 7same name
- ndisisnd/msg★ 6same name
- tonydzi/second-brain-starter-kit★ 6same name
- stevehansen/eidet★ 4same name
24 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository110 other files it gives its agents.
- AGENTS.mdAGENTS.md
- skills/project-bootstrap/templates/agents.mdAGENTS.md
- a11y-auditSkill
- agentic-ragSkill
- agent-reachSkill
- ai3d-genSkill
- ai-coding-dictionarySkill
- ai-toolsSkill
- animation-directionSkill
- api-specSkill
- architecture-diagramsSkill
- architectureSkill
- ascii-artSkill
- ask-bundleSkill
- binary-triageSkill
- bragSkill
- brag-slimSkill
- career-opsSkill
- code-reviewSkill
- computer-useSkill
- context7Skill
- context-hygieneSkill
- creative-engineeringSkill
- cu-realtimeSkill
- data-analystSkill
- databaseSkill
- dead-wireSkill
- debuggingSkill
- deploySkill
- devin-configSkill
- dispatching-parallel-agentsSkill
- dmaSkill
- dockerSkill
- drift-reportSkill
- e2e-testingSkill
- edge-casesSkill
- executionSkill
- fact-checkSkill
- finishing-a-development-branchSkill
- firmware-probeSkill
- frontend-designSkill
- gatesSkill
- ghidraSkill
- ghSkill
- github-actionsSkill
- git-workflowsSkill
- grillingSkill
- handoffSkill
- humanizerSkill
- hyperframesSkill
- i18nSkill
- image-forensicsSkill
- impeccableSkill
- implement-layaSkill
- jiraSkill
- knowledge-modelingSkill
- laya-orchestratorSkill
- learn-modeSkill
- mcp-governanceSkill
- media-toolsSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 2 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 33 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 14
Every ticket/spec/PRD needs an Intent section before implementation:
- Distinctive: line 46
Don't estimate only the happy path — tests count.
- Distinctive: line 55
Every comment posted during triage must start with:
- Very specific: line 70
Every triaged issue carries exactly one of each.
“Common” is measured: kept by at least 6 in 10 of the 33 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Intake
The funnel into planning: every work item gets intent captured, size estimated, and (for tracked issues/PRs) a triage state before implementation.
Intent capture
Every ticket/spec/PRD needs an Intent section before implementation:
- Objective — what the user wants to achieve.
- Landing zone — which project/module/feature is affected.
- User impact — how the change affects the user.
- Boundaries — what's in and out of scope.
## Intent
- **Objective:** Add OAuth2 login to the mobile app.
- **Landing zone:** `src/auth/` module, `LoginScreen` component.
- **User impact:** Users can sign in with Google or Apple instead of email.
- **Boundaries:** No password reset flow, no social profile sync.Unclear intent → ask for clarification before proceeding (or grilling for a
full interview). Vague boundaries cause scope creep; missing landing zones
cause edits in the wrong module.
Task sizing
Estimate lines added/modified/deleted, files touched, system boundaries crossed (API/DB/auth = more risk), and test additions.
| Size | Action |
| ~300 lines | Target for a single PR. |
| ~500 lines | Split into smaller tickets/vertical slices. |
| >500 lines | Must be decomposed before implementation. |
Helper: python3 scripts/estimate.py (in this skill's scripts/).
Don't estimate only the happy path — tests count. Split by logical
boundaries, not arbitrary file count.
Issue/PR triage
Move issues on the project tracker through a small state machine. External PRs are covered too: a PR is an issue with attached code — same roles, same states.
Every comment posted during triage must start with:
> *This was generated by AI during triage.*Reference docs: AGENT-BRIEF.md (durable agent briefs), OUT-OF-SCOPE.md
(the .out-of-scope/ rejected-requests KB).
Roles
Category (pick one): bug, enhancement.
State (pick one): needs-triage, needs-info, ready-for-agent,
ready-for-human, wontfix.
Every triaged issue carries exactly one of each; conflicting state roles →
flag and ask the maintainer. Canonical names — the actual label strings come
from the tracker config. needs-info returns to needs-triage on reporter
reply; maintainer overrides win.
Flow
- Gather context — full issue/PR (body, comments, labels, diff for PRs);
prior triage notes (don't re-ask). Two codebase checks: (a) redundancy
— search by domain concept for an existing implementation (found →
wontfix: already implemented, no.out-of-scope/write); (b) prior rejection — check.out-of-scope/*.md. - Recommend — category + state with reasoning; wait for direction.
- Verify the claim — reproduce bugs; check out PRs and run their tests. Confirmed verification strengthens the agent brief.
- Grill if needed —
grilling+ domain modeling, one round at a time. - Apply the outcome —
ready-for-agent→ post agent brief;ready-for-human→ same structure + why not delegable;needs-info→ triage notes template below;wontfix→ close (rejected enhancement →.out-of-scope/+ link).
Quick override: "move #42 to ready-for-agent" → confirm and apply directly, skip grilling.
Needs-info template
## Triage Notes
**What we've established so far:**
- point 1
**What we still need from you (@reporter):**
- question 1Questions must be specific and actionable. On resume, read prior notes first.
Optional Laya assist (off by default): profile issue-category-v1
suggests bug/enhancement/needs_info via laya_cli.py recommend — a
label suggestion only; triage transitions stay manual/deterministic.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

