skill-design
Skill1 starsChanged 3 months agoMITView on GitHub
Create, refactor, evaluate, package, import, or route portable agent skills, workflow instructions, and skill stacks. Use for SKILL.md, plugin compatibility, benchmark design, third-party audits, trigger quality, executable workflow review, or reducing skill-set bloat.
5 other projects use a version of this.
Adopted by
Most recently taken up by
- twglhk/gamedev-agent-skillstheir own version, first seen Nov 8, 2026
- rakaarwaky/agents-arwakytheir own version, first seen Nov 1, 2026
- MiguelSavignano/claude-code-systemtheir own version, first seen Nov 1, 2026
- Noizefield/audio-plugin-codertheir own version, first seen Oct 8, 2026
- i-9-ai/skillstheir own version, first seen Sep 24, 2026
Other versions5 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 5
- Noizefield/audio-plugin-coder★ 334same name
- MiguelSavignano/claude-code-system★ 6same name
- i-9-ai/skills★ 0same name
- rakaarwaky/agents-arwaky★ 0same name
- twglhk/gamedev-agent-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 repository24 other files it gives its agents.
- AGENTS.mdAGENTS.md
- architectureSkill
- browser-automationSkill
- cli-designSkill
- debugSkill
- experimentSkill
- gauntlet-loopSkill
- get-it-doneSkill
- grillingSkill
- handoffSkill
- implementSkill
- merge-conflictsSkill
- office-filesSkill
- planSkill
- project-contextSkill
- quick-modeSkill
- releaseSkill
- researchSkill
- reviewSkill
- teachSkill
- testSkill
- triageSkill
- wait-whatSkill
- writingSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
15 rules. 0 are common, 12 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 3 edited versions we read keep these.
12
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 11
Prefer a disposable project-local prompt, script, checker, or simulator to a global skill when the need is task-specific.
- Very specific: line 23
Read PLAYBOOKS.md when needed.
- Distinctive: line 26
Treat skill merges as behavioural changes.
- Distinctive: line 27
Before merging skills that co-activate or differ mainly by tone, depth, style, checklist, standard or orchestration branding, compare their …
- Distinctive: line 29
Treat descriptions as routing interfaces and permanent context costs.
- Very specific: line 30
Keep SKILL.md complete and easy to execute.
- Distinctive: line 37
Remove promotional filler, fake-tool claims, and facts that the environment can reveal directly.
- Distinctive: line 38
Before removing a wrapper, alias, or reading-list entry, establish its purpose and dependencies.
- Very specific: line 41
Use PLAYBOOKS.md for structural, routing, behavioral, workflow-topology, trusted-refinement, and runtime-safety tests.
- Distinctive: line 45
Add words or infrastructure only when observed behavior justifies them.
- Distinctive: line 46
Use the fewest durable words that preserve the skill's complete behavioral contract.
- Distinctive: line 50
Before rewriting agent-facing rules or user-facing delivery guidance, read INSTRUCTION-EDITING.md.
- Distinctive: line 56
Use BCP 14 only for normative force.
- Distinctive: line 57
Before risky or failure-prone work, warn, add any needed hold point and verify the safe state.
- Distinctive: line 59
Avoid surprise scope; leave results usable or resumable.
“Common” is measured: kept by at least 6 in 10 of the 3 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
Skill Design
Communication kernel
Number ordered actions; group long lists without hiding required items. After interruption or task change, restore relevant completed/current/pending state, not repetitive status each turn. Preserve language, exact tokens, formats, permissions and evidence. Never invent estimates or diagnose readers. Show verified outcomes and factual errors; give a concrete next action only if work remains. Use ASD-STE100-inspired short, active technical sentences. Use ISO 704-inspired stable concepts and terminology. Use Diátaxis to separate how-to, reference, and explanation when useful. These are communication guides, not claims of formal standards conformance. If trusted root AGENTS.md is loaded, its policy governs. Otherwise apply this standalone kernel. Do not claim root activation without evidence.
Import
- Inspect source, revision, license, trigger, files, tool assumptions, network use, state mutation, executable code, hooks, installers, automatic updates, permissions, and actual behavior. For tool selection, apply ISO/IEC 20741-inspired tool selection. Start with requirements and measured trials, not reputation or feature count.
- Distinguish a skill, which changes agent behavior, from a runtime, which adds execution capability. Adopt a runtime separately only when the capability is real, needed, pinned, reviewable, and cannot be reproduced safely with existing host tools.
- Prefer a disposable project-local prompt, script, checker, or simulator to a global skill when the need is task-specific.
- Adopt a separate skill only when it has a distinct leading action and independent trigger.
- Absorb useful precise rules into an existing skill or conditional reference when workflows overlap.
- Reject provider wrappers, session-start routers, automatic trusted-file mutation, duplicate doctrine, promotion, arbitrary gates, unreviewed dynamic code execution, and infrastructure whose risk and cost exceed its behavioral value.
Stack and route
- Choose one primary task skill. Add support only for a distinct scope, execution, context or assurance responsibility. Resolve lifecycle ownership by explicit user designation, otherwise selected
get-it-done, otherwise the unique substantive task skill. Stop affected actions if ownership remains ambiguous or the owner is not available, selected and loaded. Do not preload or chain a catalog by default. Alone, the selected skill retains its normal ownership.- Scope modifiers cannot weaken mandatory safety, trusted policy, authorization or acceptance. Capability executors own their evidence; assurance retains independent failed verdicts. Supporters do not issue final task status. The owner reports evidence and failures once; failed or missing required evidence prevents accepted completion. Presentation changes no facts, permissions or verdicts.
- Standalone folders must carry these fallbacks without sibling or root dependencies. Unavailable required support blocks dependent acceptance; do not silently skip it.
- For a stack or runtime, record exact IDs, source revision or digest, host and scope, purpose, overlap decision, permissions, executable surfaces, update behavior, and rollback.
- For a standard, record version, status, official source, review date, Lean home, and next review trigger.
- Preview before you apply changes.
- Structural validity does not prove semantic fit, safety, or conformance.
- Read
PLAYBOOKS.mdwhen needed.
Write or refactor
- Inspect existing formats, names, references and host constraints. Name the result, next consumer, observable completion and non-obvious intent. Write short, active decisions. Important requirements name one actor and verifiable action. Distinguish invariants, defaults and heuristics; do not make every preference mandatory.
- Treat skill merges as behavioural changes.
- Before merging skills that co-activate or differ mainly by tone, depth, style, checklist, standard or orchestration branding, compare their contracts. Check triggers, mandates, references, standalone entry points, authority and completion rules.
- Merge only within authorised scope after required preservation checks pass.
- Treat descriptions as routing interfaces and permanent context costs. State action, trigger and expensive anti-trigger, not the whole workflow.
- Keep
SKILL.mdcomplete and easy to execute.- Reduce avoidable wording, not required decisions.
- Move conditional detail to a local reference only when the task trigger reliably loads it before it is needed. Measure claimed context savings in the actual loaded task.
- Include every required reference inside a standalone skill's directory. Do not make root doctrine a hidden dependency.
- A cross-cutting mandate that must survive explicit skill selection MUST NOT depend only on another skill loading with it. Put the smallest sufficient fallback in the selected skill or a trusted host-level policy.
- Describe capabilities in the neutral skill. Put thin host adapters beside it.
- Include completion, permission, and failure rules only when they change execution. Map every
MUSTto observable behavior, a check, a tool affordance, or an explicit decision rule. Remove motivational rules that the environment cannot evaluate. - Remove promotional filler, fake-tool claims, and facts that the environment can reveal directly.
- Before removing a wrapper, alias, or reading-list entry, establish its purpose and dependencies.
- Retain every entry that carries a required rule, supported capability, source reference, or standalone loading path. Propose any behavioral removal separately.
Evaluate and package
Use PLAYBOOKS.md for structural, routing, behavioral, workflow-topology, trusted-refinement, and runtime-safety tests; objective assertions; cost measurement; adapters; manifests; path checks; and clean extraction.
- For user-facing skills, include short-answer, procedure, error/recovery, interruption/reorientation, target-user, and over-simplification cases. Readability alone does not provide task evidence.
- Trusted doctrine MUST NOT self-modify during ordinary task execution.
- A proposed refinement needs a baseline, held-out or adversarial cases, a reviewed diff, explicit authorization, and rollback.
- Add words or infrastructure only when observed behavior justifies them. Use the fewest durable words that preserve the skill's complete behavioral contract. Keep triggers, required actions, exceptions, evidence, and recovery.
- Make workflow mechanics deterministic. Do not hide cost, failure, or permission.
- Neither a skill nor a workflow should simulate authority or promise capabilities that the host lacks.
Preservation-first instruction editing
Before rewriting agent-facing rules or user-facing delivery guidance, read INSTRUCTION-EDITING.md. Preserve the task contract and loading paths before reducing wording. A compact replacement must still name the applicable trigger, action, exception, evidence, and failure response. Compare old and proposed instructions in both directions. Keep standards-register decisions, source links, named resources, and local fallbacks available at entry points that need them. Treat changes to descriptions, aliases, controller topology, invocation policy, and completion criteria as separate behavioral changes. Do not treat them as automatic results of a prose edit. User-facing:
- Lead with the supported result, action or blocker. Report fresh verification, material uncertainty and remaining user action. Omit routine tool narration and praise.
- Apply the communication kernel and familiar words. State verified failure and evidenced responsibility directly. Correct actual agent errors or give the next safe action.
- Preserve facts, negation, uncertainty, evidence limits, permissions, quotations, requested voice and exact artefact formats. Style does not prove formal conformance.
- Use BCP 14 only for normative force. Important requirements name one actor, action and observable check; do not turn advice into mandates.
- Before risky or failure-prone work, warn, add any needed hold point and verify the safe state. State the expected result, failure sign and recovery. Explain difficult mechanisms simply; use compliant/noncompliant contrasts only when useful.
- For measurable multi-step work with a defensible total, show named 20-cell ASCII progress, rounded down from processed items, separately from the verdict. Processed does not mean passed. Otherwise report phase and evidence.
- Avoid surprise scope; leave results usable or resumable. Keep simple replies short without truncating needed detail. Omit routine Summary headings and closing recaps. Use TL;DR only when helpful for a complex response, and place it first.
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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.

