context-engineering
Skill1 starsChanged 3 months agoNo licenceView on GitHub
Use when the user explicitly asks to audit, pack, or configure the context for a task or project, or asks to investigate an observed context-specific quality problem such as invented APIs or ignored conventions. Do not use for ordinary source reading, new sessions, task switching, long conversations, generic uncertainty, reliability reassessment, handoff or compaction, planning, or ordinary implementation.
131 other projects use a version of this.
Adopted by
Most recently taken up by
- thistleknot/skillstheir own version, first seen Nov 8, 2026
- gerivdb/SKILLStheir own version, first seen Nov 8, 2026
- ishandutta2007/Awesome-Agent-Skillstheir own version, first seen Nov 8, 2026
- MMACABRE/SKILLStheir own version, first seen Nov 8, 2026
- gopalparashar421/agent-skillstheir own version, first seen Nov 8, 2026
- komluk/scaffoldingtheir own version, first seen Nov 7, 2026
Used with
Projects with it also use using-agent-skills, git-workflow-and-versioning 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.
LLl0k0laDSkillusing-agent-skills
Use when starting a session or when you need to discover which skill applies to the current task. This is the meta-skill that governs how all other skills are discovered and invoked.
Also in 36 projects that use this
LLl0k0laDSkillgit-workflow-and-versioning
Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams.
Also in 42 projects that use this
HK-hubSkilldeprecation-and-migration
Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code.
Also in 40 projects that use this
MrCipherSmithSkillconstraint-driven-development
Use when a project needs a persistent, measurable quality bar — starting a project without documented standards, 'set up constraints', or when coverage/perf/a11y thresholds get re-debated per-PR. Produces CONSTRAINTS.md with enforceable numbers, ratchets, and a guard against silent weakening. NOT for throwaway prototypes or a one-off CI setup.
Also in 14 projects that use this
HK-hubSkillsource-driven-development
Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.
Also in 44 projects that use this
- +3 more from LLl0k0laD
Other versions131 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 131
- addyosmani/agent-skills★ 114ksame name
- bojieli/ai-agent-book-projects★ 53ksame name
- bojieli/ai-agent-book★ 53ksame name
- rohitg00/pro-workflow★ 2.9ksame name
- mrgoonie/claudekit-skills★ 2.2ksame name
- kdlbs/kandev★ 1.1ksame name
- liza-mas/liza★ 418same name
- typv/nest-turbo-starter★ 224same name
- VAMFI/claude-user-memory★ 206same name
- shashankswe2020-ux/whoop-mcp★ 174same name
121 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 repository22 other files it gives its agents.
- agent-workflowSkill
- browser-testing-with-devtoolsSkill
- ci-cd-and-automationSkill
- debug-systematicallySkill
- decision-mapSkill
- design-codebaseSkill
- finish-branchSkill
- frontend-ui-engineeringSkill
- idea-refineSkill
- interview-meSkill
- issue-workflowSkill
- markdown-memorySkill
- memory-handoffSkill
- observability-and-instrumentationSkill
- performance-optimizationSkill
- plan-workSkill
- reliability-checkSkill
- review-and-finishSkill
- security-and-hardeningSkill
- shipping-and-launchSkill
- skill-refactorerSkill
- test-strategySkill
The file
We split this skill into the rules it gives an agent
12 rules. 0 are common, 11 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 117 edited versions we read keep these.
11
Distinctive
This author's own choices. Worth a look.
1
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 117 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.
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.

