files
Skill2 starsChanged 2 months agoMITView on GitHub
Identify files needed to accomplish a task
7 other projects use a version of this.
Adopted by
Most recently taken up by
- stacksyncdata/skillstheir own version, first seen Oct 20, 2026
- cutec-chris/PawLiatheir own version, first seen Oct 15, 2026
- mariagorskikh/open-instincttheir own version, first seen Oct 14, 2026
- jootsing-research/skillstheir own version, first seen Sep 10, 2026
- simstudioai/skillstheir own version, first seen Sep 9, 2026
- jjenkins/agent-image-skillstheir own version, first seen Mar 1, 2026
Other versions7 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 7
- mariagorskikh/open-instinct★ 428same name
- Rayan55050/progressive-agent★ 2same name
- simstudioai/skills★ 2same name
- cutec-chris/PawLia★ 1same name
- jjenkins/agent-image-skills★ 1same name
- jootsing-research/skills★ 1same name
- stacksyncdata/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 repository12 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- remote/CLAUDE.mdCLAUDE.md
- auditSkill
- decision-boardSkill
- deepthinkSkill
- doublecheckSkill
- handoffSkill
- hpcSkill
- loadSkill
- planSkill
- taskSkill
- triageSkill
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 4 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 21
The task/plan file: if one exists (e.g., PLAN-foo.md)
- Distinctive: line 29
Every file tangentially related to the task
“Common” is measured: kept by at least 6 in 10 of the 4 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
Task
$ARGUMENTS
Your Task
Identify the essential context files someone needs to read before starting this task — the files that rebuild the broader understanding an agent needs to avoid tunnel vision.
What This Is For
A fresh agent is about to work on this task with a clean context window. It will naturally discover specific implementation files as it works. Your job is different: identify the 3–6 files that provide the surrounding context — the big picture that prevents the agent from being over-focused on the immediate task and making mistakes from ignorance.
What to Include
- The task/plan file if one exists (e.g.,
PLAN-foo.md) - Core project docs: Architecture files, design docs, devlogs, or READMEs that explain why things are the way they are — if they are useful to understand the broader context
- Key conventions or patterns: Files that show how similar work was done, or that establish standards the task must follow
- Critical implicit context: Things that someone familiar with the project would know but a fresh agent won't
What NOT to Include
- Files the agent will find on its own through normal exploration
- Every file tangentially related to the task
- CLAUDE.md/AGENTS.md (loaded automatically)
- Long lists of implementation files — if you're listing more than ~6 files, you're being too granular
Process
- Understand the task scope
- Explore the project for broader context docs (architecture, design, devlogs, guides)
- Select the smallest set of files that gives a fresh agent the big picture
Output Format
Output a short list with brief explanations:
path/to/file - why it matters for context
path/to/other - why it matters for contextAim for ~6 files (3–6 typical; a few extra are allowed if truly important, e.g., for a fragmented knowledge base). After outputting the list, stop — do not read the files or start working.
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.

