scout
Skill1 starsChanged 6 months agoNo licenceView on GitHub
Breadth-first prior art discovery. Maps the landscape of adjacent projects, approaches, patterns, and lessons learned. Produces a landscape brief + research recommendations. Auto-called during /ideate. Also callable standalone or from /expand when scope changes. Use when starting a new project, expanding scope, or when you need to know what exists before deciding what to build.
47 other projects use a version of this.
Adopted by
Most recently taken up by
- venhdev/skillstheir own version, first seen Nov 8, 2026
- dfirmin/compasstheir own version, first seen Nov 8, 2026
- apattichis/agentic-research-toolkittheir own version, first seen Nov 8, 2026
- eggs-gd/career-spacetheir own version, first seen Nov 8, 2026
- dirien/yet-another-agent-harnesstheir own version, first seen Nov 8, 2026
- oscout/scouttheir own version, first seen Nov 4, 2026
Used with
Projects with it also use explain, blueprint and 6 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.
sunnyclinches44Skillexplain
Explains code using real-world analogies and ASCII diagrams
Also in 5 projects that use this
WordPressSkillblueprint
Use when the deliverable is WordPress Playground Blueprint JSON or a Blueprint bundle, including creating, editing, reviewing, validating schema keys, choosing steps/resources, and debugging Blueprint files. For only running or sharing a Playground environment, use wp-playground.
Also in 3 projects that use this
AWSSkillissue
Implement a GitHub issue end-to-end — branch, code, test, docs, and commit.
Also in 3 projects that use this
HK-hubSkilldistill
Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean. Use when the user asks to simplify, declutter, reduce noise, remove elements, or make a UI cleaner and more focused.
Also in 3 projects that use this
VercelSkillremotion-best-practices
Best practices for Remotion - Video creation in React
Also in 4 projects that use this
Microsoft AzureSkilltest
Also in 4 projects that use this
Other versions47 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 47
- huytieu/COG-second-brain★ 1.3ksame name
- HazAT/pi-config★ 451same name
- OneWave-AI/claude-skills★ 378same name
- typv/nest-turbo-starter★ 224same name
- QinghongLin/data2story-skill★ 155same name
- andrew-yangy/gru-ai★ 153same name
- simota/agent-skills★ 96same name
- vaayne/agent-kit★ 54same name
- anton-abyzov/vskill★ 47same name
- baekenough/oh-my-customcode★ 42same name
37 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 repository29 other files it gives its agents.
- architectureSkill
- bold-refactorSkill
- briefSkill
- build-processSkill
- cruft-cleanerSkill
- deep-researchSkill
- designSkill
- doc-reviewSkill
- e2e-test-designSkill
- engineering-principlesSkill
- expandSkill
- extract-patternsSkill
- featureSkill
- ideateSkill
- implement-orchestratorSkill
- implementSkill
- init-projectSkill
- knowledge-indexSkill
- quality-checkpointSkill
- refactor-designSkill
- releaseSkill
- repo-evalSkill
- research-programSkill
- researchSkill
- roadmapSkill
- security-reviewSkill
- test-qualitySkill
- update-documentationSkill
- update-roadmapSkill
The file
We split this skill into the rules it gives an agent
11 rules. 0 are common, 8 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 43 edited versions we read keep these.
8
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — 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 43 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.
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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.

