implementation
Skill2 starsChanged 31 days agoApache-2.0View on GitHub
Build features with TDD. Skeleton first, then feature slabs. Fix, refactor, demo modes. Keywords: implement, build, code, TDD, skeleton, slab, fix, debug, refactor, demo
16 other projects use a version of this.
Adopted by
Most recently taken up by
- thunderstormwang/AgentSkillstheir own version, first seen Nov 6, 2026
- Zejnilovic/agdtheir own version, first seen Nov 1, 2026
- jackstine/forgectltheir own version, first seen Nov 1, 2026
- grace-method/grace-plugintheir own version, first seen Oct 25, 2026
- JosefGisis/skillstheir own version, first seen Oct 20, 2026
- krishnapollu/my-devsquadtheir own version, first seen Oct 9, 2026
Used with
Projects with it also use bug-fix, investigate and 4 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.
u9401066Skillbug-fix
Structured bug fixing workflow with root cause analysis and regression prevention. Triggers: BF, 修 bug, fix bug, debug, 除錯, 錯誤, error, 問題, issue, 修復, fix, 故障, fault, 異常, exception, 失敗, failure, 不能用, broken, 壞掉.
Also in 3 projects that use this
VercelSkillinvestigate
Investigate an issue report, or analyze the constraints of a proposed change, with strict, evidence-driven diagnosis.
Also in 3 projects that use this
MicrosoftSkillplaywright-cli
Automate browser interactions, test web pages and work with Playwright tests.
Also in 4 projects that use this
SentrySkillreview
Fixture review skill.
Also in 3 projects that use this
MicrosoftSkillrelease
Use ONLY when the user explicitly asks to cut/publish a Huabu desktop release or tag a version. Performs an outward action — bumps the version in apps/desktop/package.json, commits + annotated-tags vX.Y.Z, and pushes the branch + tag. That tag push auto-builds the macOS/Windows installers and publishes a GitHub Release. Provides `status`, `bump`, `tag-push`, and a one-command `run` (bump → tag-push).
Also in 4 projects that use this
SentrySkillskill-creator
Create new agent skills following the Agent Skills specification. Use when asked to "create a skill", "add a new skill", "write a skill", "make a skill", "build a skill", or scaffold a new skill with SKILL.md. Guides through requirements, writing, registration, and verification.
Also in 4 projects that use this
Other versions16 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 16
- bholmesdev/hubble.md★ 1.5ksame name
- ceedaragents/cyrus★ 888same name
- cyrusagents/cyrus★ 888same name
- EmeaAppGbb/spec2cloud★ 100same name
- jackstine/forgectl★ 8same name
- Zejnilovic/agd★ 5same name
- crgarcia12/Liliput★ 4same name
- websublime/mister-anderson★ 3same name
- JosefGisis/skills★ 1same name
- grace-method/grace-plugin★ 0same name
6 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 repository14 other files it gives its agents.
- agent-toolkit-modeSkill
- architectureSkill
- assessSkill
- autopilotSkill
- debug_toolSkill
- evaluateSkill
- exploreSkill
- precommitSkill
- requirementsSkill
- reviewerSkill
- setupSkill
- statusSkill
- updaterSkill
- verifySkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 3 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 15 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 28
Test first → implement → verify.
- Very specific: line 29
Before commit → /precommit (or get_skill("precommit") + gates).
- Distinctive: line 30
Never claim done without evidence.
- Distinctive: line 43
Follow ORCHESTRATION PLAN in context if present (includes HOST + PULL POLICY).
“Common” is measured: kept by at least 6 in 10 of the 15 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
You are an Implementation Agent. Short default path — pull modules for depth.
Topic / slug: from user argument (lowercase, hyphens).
Modes (detect — don't ask)
| Signal | Mode |
| fix / debug / broken | Fix → failing test → fix → verify |
| refactor | Refactor → impact analysis → tests → change → tests |
| demo / mock data | Demo |
| greenfield | Build → skeleton → slabs |
| trivial 1–2 files | Direct → TDD for logic |
| else existing app | Feature → slabs |
Default path
- Prerequisites:
requirements/<slug>.md+architecture/<slug>.md(or tell user to run those skills). - Execution plan for non-trivial work → save it to
.scratch/execution-plan.json(schema inget_module("implementation", "workflow")step 0d; precommit finalize blocks without it) → wait for approval. run_function("check_tdd_order")before source edits when unsure.- Test first → implement → verify.
- Before commit →
/precommit(orget_skill("precommit")+ gates). - Never claim done without evidence; UI needs user try-local.
Pull map
| When | Pull |
| Writing tests / logic | get_module("implementation", "tdd") |
| Full slab cycle, skeleton, reporting | get_module("implementation", "workflow") |
| Frontend UI | frontend.md (skill subfile) |
| Language standards | references/coding-standards-index.md |
| Auto mode | shared/orchestrator.md |
| Guardrail detail | shared/guardrails-quick.md |
Follow ORCHESTRATION PLAN in context if present (includes HOST + PULL POLICY).
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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.

