work
Skill3 starsChanged 2 months agoLicence not identifiedView on GitHub
Autonomous, parallel multi-agent swarm execution engine with Sentinel oversight, Socratic spec grilling, parallel design proposals, arbiter tournaments, user decision gates, hypothesis validation spikes, declarative DAG execution, and layered verification. Trigger via /work.
42 other projects use a version of this.
Adopted by
Most recently taken up by
- Firzus/agent-skillstheir own version, first seen Nov 8, 2026
- isanchez-aguilar/relayrace-aitheir own version, first seen Nov 8, 2026
- Mharbulous/probanda-devtheir own version, first seen Nov 8, 2026
- Jasenpan1987/multi-codetheir own version, first seen Nov 8, 2026
- withpiper/pipekittheir own version, first seen Nov 8, 2026
- cekrauseee/harnesstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use authoring, done and 7 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.
automagik-devSkillauthoring
Write or revise a Genie skill so it survives the shipped contract — frontmatter, house size, starter card, and runtime-neutral voice.
Also in 3 projects that use this
robzolkosSkilldone
Reset the working directory for the next task by ensuring no uncommitted changes exist, then switching to the main branch and pulling latest.
Also in 3 projects that use this
Google CloudSkillfix
Plan a remediation strategy after a test failure.
Also in 4 projects that use this
AlexPEClubSkillrefine
Always use when the user wants to discuss an exsiting feature or specification. Open an existing feature spec to improve, extend, or fundamentally challenge it. Pass the feature ID as argument (e.g. /refine PROJ-2).
Also in 3 projects that use this
MicrosoftSkillmerge
Merge changes from the topic branch to the merge base branch. Use when the user wants to merge their session's work back to the base branch.
Also in 3 projects that use this
GitHubSkillrefactor
Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code smells, and applying design patterns. Less drastic than repo-rebuilder; use for gradual improvements.
Also in 5 projects that use this
Other versions42 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 42
- cwinvestments/memstack★ 425same name
- automagik-dev/genie★ 351same name
- namastexlabs/automagik-genie★ 351same name
- ohad6k/emulo★ 292same name
- first-fluke/fullstack-starter★ 226same name
- OutThisLife/brooklyn-skills★ 207same name
- guardana/guardana★ 203same name
- Towow-ai/Flowness★ 107same name
- assaio/assaio★ 63same name
- HubSpot/agent-cli-skills★ 28same name
32 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 repository21 other files it gives its agents.
- AGENTS.mdAGENTS.md
- atelierSkill
- catalogSkill
- codelabSkill
- cognitive-profilerSkill
- continuous-alignmentSkill
- docsSkill
- google-ossSkill
- grillSkill
- human-voiceSkill
- image-genSkill
- planSkill
- promptSkill
- pr-review-loopSkill
- reviewSkill
- security-reviewSkill
- specSkill
- testSkill
- unslopSkill
- verifySkill
- voice-registerSkill
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 2 are distinctive, and 8 are very specific to this project.
0
Common
Most of the 37 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
8
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 37 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.
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.

