explore
Skill1 starsChanged 7 months agoMITView on GitHub
Read-only codebase exploration — understand structure, data flow, and conventions before changing anything
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 50 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 14
Before designing a plan that touches multiple files
- Distinctive: line 15
When you need to understand data flow, entry points, or conventions
“Common” is measured: kept by at least 6 in 10 of the 50 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
explore
Invoke this skill to understand a codebase or subsystem before making changes.
When to use
- Starting work in an unfamiliar part of the codebase
- Before designing a plan that touches multiple files
- When you need to understand data flow, entry points, or conventions
What it does
- No code changes — read-only throughout
- Maps the relevant subsystem:
- Entry points and main files
- Data flow and call graph
- Key types and interfaces
- External dependencies
- Conventions and patterns in use
- Produces an Exploration Report:
## Exploration: <topic> ### Files - `path/to/file.ts` — role and responsibility ### Data flow [description of how data moves] ### Conventions [naming, patterns, idioms in use] ### Key decisions [non-obvious design choices] ### Entry points for changes [where to start if you need to modify this] - Saves report to memory key
explore-<topic>
Example
@explore "how the authentication middleware works"Other versions57 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 57
- parcadei/Continuous-Claude★ 3.9ksame name
- parcadei/Continuous-Claude-v2★ 3.9ksame name
- parcadei/Continuous-Claude-v3★ 3.9ksame name
- JordanCoin/codemap★ 707same name
- ZimoLiao/scholaraio★ 577same name
- strands-agents/box★ 490same name
- andreasmolnardev/dashwise-next★ 457same name
- ai-analyst-lab/ai-analyst★ 304same name
- exmergo/dex★ 107same name
- buildomator/buildomator★ 101same name
47 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.
Used alongsideProjects with it also use agent-context-isolation, agentica-infrastructure and 10 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.
parcadeiSkillagent-context-isolation
Agent Context Isolation
Also in 3 projects that use this
parcadeiSkillagentica-infrastructure
Reference guide for Agentica multi-agent infrastructure APIs
Also in 3 projects that use this
- +10 more from parcadei
In this repository22 other files it gives its agents.
- analyzeSkill
- autopilotSkill
- cancelSkill
- carefulSkill
- chaosSkill
- checkpointSkill
- decision-reviewSkill
- deep-interviewSkill
- diagnoseSkill
- git-masterSkill
- incidentSkill
- noteSkill
- pipelineSkill
- qaSkill
- ralphSkill
- ralplanSkill
- resumeSkill
- reviewSkill
- security-reviewSkill
- tddSkill
- teamSkill
- ultraworkSkill
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.
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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.

