explore
Skill0 starsChanged 4 months agoMITView on GitHub
Token-cheap codebase search strategy. Use before editing unfamiliar code, when locating symbols/usages/config, or after Midas edit gate fires.
67 other projects use a version of this.
Adopted by
Most recently taken up by
- jskswamy/skillstheir own version, first seen Nov 8, 2026
- NemesLaszlo/claude-code-harnesstheir own version, first seen Nov 8, 2026
- yuri-xyz/skillstheir own version, first seen Nov 8, 2026
- edwinidrus/dragonhoardtheir own version, first seen Nov 8, 2026
- matthewwong525/WongStacktheir own version, first seen Nov 8, 2026
- lumpcode/lumpcodetheir own version, first seen Nov 6, 2026
Used with
Projects 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
Other versions67 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 67
- parcadei/Continuous-Claude★ 3.9ksame name
- parcadei/Continuous-Claude-v2★ 3.9ksame name
- parcadei/Continuous-Claude-v3★ 3.9ksame name
- JordanCoin/codemap★ 710same name
- ZimoLiao/scholaraio★ 585same name
- strands-agents/box★ 503same name
- andreasmolnardev/dashwise-next★ 465same name
- ai-analyst-lab/ai-analyst★ 304same name
- striderZA/OpenCodeGameStudios★ 118same name
- exmergo/dex★ 116same name
57 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.
The file
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 58 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 18
Before changing symbol: grep ALL usages, not just definition.
- Distinctive: line 20
Never read a whole file to "get context" when search can locate.
“Common” is measured: kept by at least 6 in 10 of the 58 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
Funnel, cheapest first:
- Repo-context MCP tools first if installed (graph query, symbol search, impact analysis — e.g. Cortex). Purpose-built retrieval beats raw grep; counts as exploration.
- Candidate files: Claude Glob (
**/*auth*,src/**/*.ts) or Codexrg --files -g '*auth*'. - Shortlist text hits: Claude Grep -l or Codex
rg -l. - Context hits: Claude Grep -n -C 3 or Codex
rg -n -C 3. Search declaration patterns (def X,class X,func X,X =) not bare name. - Read narrow: Claude Read offset/limit or Codex bounded shell reads (
sed -n 'START,ENDp'). Full read only when file <200 lines.
Rules:
- Batch independent searches in one tool block — parallel, one round-trip.
- Before changing symbol: grep ALL usages, not just definition. Callers break silently otherwise.
- Wrong-looking grep results: widen pattern once, then try Glob on filenames. Two dead ends = rethink term, don't brute-force variants.
- Never read a whole file to "get context" when search can locate. Full-file reads are the #1 token leak.
- Record what you learned in one line before moving on (file:line of target, usage count).
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.

