project-discovery
Skill0 starsChanged 42 days agoApache-2.0View on GitHub
Clarify software project requirements and unresolved product/stack/data/UX choices before dependent implementation.
6 other projects use a version of this.
Adopted by
Most recently taken up by
- upex-galaxy/agentic-qa-boilerplatetheir own version, first seen Nov 7, 2026
- rikvanriel/code-hygienetheir own version, first seen Sep 17, 2026
- bhagyamudgal/skillstheir own version, first seen Sep 9, 2026
- ntaffzii/Skill-Agentstheir own version, first seen Sep 2, 2026
- taipm/setup-c2their own version, first seen Apr 12, 2026
- kognar-ai/claude-skillstheir own version, first seen Jan 20, 2026
Other versions6 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 6
- upex-galaxy/agentic-qa-boilerplate★ 26same name
- ntaffzii/Skill-Agents★ 4same name
- bhagyamudgal/skills★ 2same name
- rikvanriel/code-hygiene★ 2same name
- taipm/setup-c2★ 1same name
- kognar-ai/claude-skills★ 0same name
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.
- AGENTS.mdAGENTS.md
- business-operationsSkill
- capability-managerSkill
- decision-routingSkill
- global-orchestratorSkill
- integration-builderSkill
- plugin-safety-reviewSkill
- project-designSkill
- project-documentationSkill
- project-evidence-reviewSkill
- project-knowledgeSkill
- project-qaSkill
- project-releaseSkill
- project-securitySkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
1
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
- Very specific: line 9
Ask focused batches about users/outcome/MVP, application/platform, journeys/pages, UI/UX, backend/data, stack constraints, security, tests …
- Distinctive: line 12
Read applicable project instructions and preserve unrelated edits.
“Common” is measured: kept by at least 6 in 10 of the 5 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
Project Discovery
Inspect supplied answers and existing project evidence first. Separate confirmed facts, material assumptions and open decisions. Ask focused batches about users/outcome/MVP, application/platform, journeys/pages, UI/UX, backend/data, stack constraints, security, tests and delivery only where unanswered and applicable. Consolidate specialist questions through the primary coordinator. Do not ask about settled choices again or treat silence as an answer. Explain options and tradeoffs; keep required missing decisions pending while drafting independent plans. Convert answers into observable acceptance criteria, exclusions, dependencies and a bounded plan under docs/. Do not invent business rules, content, roles, prices, providers or credentials. Adapt to the actual language/platform and existing stack. Read applicable project instructions and preserve unrelated edits. No external provisioning or implementation of material guesses. If native subagents are unavailable, work sequentially and disclose that limitation.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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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.

