context-engineering
Skill9 starsChanged 29 days agoMITView on GitHub
Use when starting a session, switching between planning/implementation/review phases, entering unfamiliar code, or when output drifts from project norms.
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, idea-refine 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.
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
LLl0k0laDSkillidea-refine
Refine ideas through structured divergent and convergent thinking. Use "idea-refine" or "ideate" to trigger.
Also in 44 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 Use when you want authoritative, source-cited code free from outdated patterns.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
- +6 more from LLl0k0laD
- +1 more from HK-hub
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 repository34 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- batch-fixSkill
- brainstormingSkill
- code-review-and-qualitySkill
- code-simplificationSkill
- fixSkill
- handoffSkill
- implementSkill
- incremental-implementationSkill
- instructionsSkill
- lessonsSkill
- mtk-doctorSkill
- mtk-setupSkill
- mtkSkill
- planning-and-task-breakdownSkill
- pre-commit-reviewSkill
- prior-work-checkSkill
- promote-lessonSkill
- repo-healthSkill
- research-contextSkill
- security-and-hardeningSkill
- setup-auditSkill
- setup-bootstrapSkill
- setup-refreshSkill
- spec-drift-detectionSkill
- spec-driven-developmentSkill
- subagent-implementationSkill
- tech-stack-dotnetSkill
- tech-stack-pythonSkill
- tech-stack-typescriptSkill
- verification-before-completionSkill
- workflow-artifactsSkill
- writing-skillsSkill
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 117 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 42
If nothing resolves, infer with bash scripts/setup-detect.sh --json (read-only) and load the matching stack skill.
- Distinctive: line 57
Read the file to be changed and 2-3 neighbours that set the local pattern.
“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.
Files
Context Engineering
Active Stack
echo "--- Tech Stack ---"
_rts="${CLAUDE_PLUGIN_ROOT}/scripts/resolve-tech-stack.sh"; [ -f "$_rts" ] || _rts="scripts/resolve-tech-stack.sh"
if [ -f "$_rts" ]; then bash "$_rts" --explain "$PWD" 2>&1; echo; else cat .claude/tech-stack 2>/dev/null || echo "(not set)"; fi
if [ -f .claude/tech-stack-pm ]; then echo "--- Package Manager ---"; cat .claude/tech-stack-pm; fiOverview
Load the minimum context the current phase needs, from the right stack, and refresh it when the
scope changes. The constitution (AGENTS.md / CLAUDE.md) is already loaded by the harness; do
not re-read it.
When To Use
- Phase 0 of
fix,batch-fix, andimplement, and at every later phase boundary - Entering an unfamiliar area, or when new files enter scope
Workflow
- Resolve the stack for the files in scope.
bash scripts/resolve-tech-stack.sh <path>is polyglot-aware (subproject.claude/tech-stack→ root.claude/tech-stack.mapglob → root file). Pass a representative target path, not$PWD, when the change sits in a subtree; add--check <paths>to warn when the resolved stack disagrees with the files. Then read.claude/skills/tech-stack-{stack}/SKILL.mdfor build/test commands and reference paths. If nothing resolves, infer withbash scripts/setup-detect.sh --json(read-only) and load the matching stack skill; if that is empty too, say the stack is unconfigured (suggest/mtk-setup) and continue in degraded mode. - Load references for the current phase only. Spec:
domain-finance.md(finance and security supplement, only when scope touches auth/financial/infra) and the stack's testing supplement. Implementation: the stack's## Reference Filesentries for the touched layers. Review:pre-commit-review-list.mdif present. Read by section where one section is enough. applyTomatching. Reference entries in.claude/manifest.jsonmay declare anapplyToglob array. Test each file in scope (the spec'schange_manifest, elsegit diff --name-only HEAD) against the globs withcase/fnmatchsemantics; load the references that match at least one file and skip the rest. References withoutapplyToload on demand per phase. Re-run the match when new files enter scope.- Native
paths:rules..claude/rules/*.mdcarrypaths:frontmatter and Claude Code loads a rule only when a matching file is read or edited. Do not read every rule up front; when the task needs a rule whose paths did not match (a security pass, a release), read that one file. - Read the file to be changed and 2-3 neighbours that set the local pattern.
- Independent reads go out in one message, not sequentially.
Bound tool output before pruning instructions: instructions are prompt-cached, tool output is
re-billed every turn. Model tiers per phase live in .claude/references/model-routing.md.
Verification
- Stack resolved for the files in scope (not just the repo root)
- References loaded for the current phase only;
applyTomatched against real touched files - Local pattern files read before editing or reviewing
Does it work?
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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.

