skill-creator
Skill0 starsChanged 25 days agoMITView on GitHub
Create a new IWE skill with proper frontmatter, gates, scaffold and verification.
189 other projects use a version of this.
Adopted by
Most recently taken up by
- SebastienDegodez/copilot-instructionstheir own version, first seen Nov 8, 2026
- idavidov13/agentic-playwrighttheir own version, first seen Nov 8, 2026
- HughYau/AcademicForgetheir own version, first seen Nov 8, 2026
- Ar9av/obsidian-wikitheir own version, first seen Nov 8, 2026
- rvdbreemen/OTGW-firmwaretheir own version, first seen Nov 8, 2026
- scenario-labs/skillstheir own version, first seen Nov 7, 2026
Used with
Projects with it also use taskflow-inbox-triage, mermaid-diagram-generator 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.
AtomicBot-aiSkilltaskflow-inbox-triage
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naman10parikhSkillecosystem-reference
Quick-access directory of Claude Code ecosystem repos, skills, plugins, MCPs, and patterns. Use when improving the harness.
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Liang-MHSkillstock_analysis
获取 A 股、基金和港股的实时行情和技术分析数据
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nicepkgSkillcommunity-led-growth
Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion. Covers building developer communities, user groups, ambassador programs, and turning customers into advocates. Knows the difference between community as a feature vs community as a growth engine, and how to measure community ROI. Use when "community-led, CLG, ambassador program, champion program, user community, developer community, word of mouth, user group, " mentioned.
Also in 5 projects that use this
- +6 more from naman10parikh
Other versions189 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 189
- moltbot/clawdbot★ 394ksame name
- steipete/warelay★ 394ksame name
- steipete/clawdis★ 394ksame name
- moltbot/moltbot★ 394ksame name
- clawdbot/clawdbot★ 394ksame name
- openclaw/openclaw★ 394ksame name
- molt-bot/clawdbot★ 391ksame name
- anthropics/skills★ 189ksame name
- openai/codex★ 134ksame name
- google-gemini/gemini-cli★ 109ksame name
179 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 repository51 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- agent-faultSkill
- apply-capturesSkill
- archgateSkill
- artifactorSkill
- audit-docsSkill
- audit-installationSkill
- author-modeSkill
- bottleneck-pickSkill
- check-secretSkill
- consentSkill
- day-closeSkill
- day-openSkill
- decomposeSkill
- diagnoseSkill
- discovery-sessionSkill
- extendSkill
- fpfSkill
- integration-gateSkill
- iwe-bug-reportSkill
- iwe-platform-redteamSkill
- iwe-restoreSkill
- iwe-rules-reviewSkill
- iwe-updateSkill
- keSkill
- kimi-peer-writerSkill
- local-llmSkill
- month-closeSkill
- org-devSkill
- pack-creatorSkill
- pack-newSkill
- peer-conversationSkill
- personal-guide-renderSkill
- personal-guide-startSkill
- platform-bottleneckSkill
- repo-newSkill
- restore-exocortexSkill
- run-protocolSkill
- setup-wakatimeSkill
- strategy-sessionSkill
- skill-idSkill
- thinkSkill
- transcribeSkill
- vdvSkill
- verify-hypothesesSkill
- verifySkill
- week-close-pilotSkill
- week-closeSkill
- wp-newSkill
- w-reflectionSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
18 rules. 0 are common, 10 are distinctive, and 8 are very specific to this project.
0
Common
Most of the 185 edited versions we read keep these.
10
Distinctive
This author's own choices. Worth a look.
8
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 50
Look up the current weekly plan (current/WeekPlan W{N}.md) or ask:
- Distinctive: line 56
If no WP is named and none matches the skill topic → stop:
- Very specific: line 79
Check whether <target_path>/SKILL.md already exists.
- Very specific: line 107
Check PACK repo for files matching DP.SC.* and DP.ROLE.*.
- Distinctive: line 115
Stop until the gate is satisfied or explicitly bypassed by pilot words.
- Distinctive: line 142
Keep phrase triggers narrow: include a skill name placeholder to avoid accidental activation.
- Very specific: line 153
Default: assets/ for scaffold template, scripts/ for verify script.
- Distinctive: line 167
Create selected bundled resource directories with placeholder files.
- Distinctive: line 181
Write files to target path.
- Distinctive: line 217
Not a gate — does not block creation — but catches steps with missing Input/Output linkage before the skill is used in practice.
- Distinctive: line 242
Do not create a skill without a linked WP.
- Distinctive: line 243
Do not bypass IntegrationGate with a code flag.
- Distinctive: line 244
Do not use wide phrase triggers like "need to create a skill".
- Very specific: line 245
Run generate-skills-catalog.sh after writing files (Step 7) — not before, not manually.
- Very specific: line 246
Do not make the skill verify itself.
- Very specific: line 247
Do not skip verify-skill.sh after editing an existing skill — always run it after any update.
- Very specific: line 248
Do not re-scaffold for minor updates (triggers, description, version bump, algorithm).
- Distinctive: line 249
Do not forget version bump when changing gates, scope, or algorithm steps (bump minor or major).
“Common” is measured: kept by at least 6 in 10 of the 185 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-creator — create an IWE skill
Scope: create a new skill OR guide an update to an existing skill in
.claude/skills/or.kimi/skills/. Not in scope: full re-scaffold without deleting the oldSKILL.mdfirst (delete manually, then call/skill-creatoragain); creating a WP; creating a Pack. Role: ad-hoc content-role "Skills Engineer"; formalize in Pack if ≥3 skills/year.
When to use
- Pilot wants a new skill for a repeated workflow.
- A new tool/agent/system needs a Service Clause + Role + SKILL.md.
- A skill needs promotion from author repo to
IWE.
Preconditions (checked, not performed)
- WP Gate precondition. The task must be attached to an agreed WP in the weekly plan or explicitly named by the pilot.
/skill-creatordoes not conduct the WP Gate ritual itself. - Routing Gate. Decide target platform (Claude vs Kimi) and level (project vs user). Default: project-level
.claude/skills/in the author repo. - IntegrationGate hard-check.
DP.SC.*andDP.ROLE.*must exist in the PACK repo. If not, the skill stops and offers to create them. Bypass only by explicit pilot instruction "skip gate" — no code flag.
Algorithm
Step 1 — Check WP Gate precondition
Look up the current weekly plan (current/WeekPlan W{N}.md) or ask:
Which WP is this skill creation linked to?If no WP is named and none matches the skill topic → stop:
Creating a skill requires an agreed WP. Open a WP through WP Gate first.Step 2 — Routing Gate
Ask or infer:
| Question | Default |
| Claude or Kimi? | Claude |
| project-level or user-level? | project-level |
| governance repo for tracking? | ${IWE_GOVERNANCE_REPO:-DS-strategy} |
Target path:
- Claude project:
.claude/skills/<name>/ - Kimi project:
.kimi/skills/<name>/ - User level:
~/.claude/skills/<name>/or~/.kimi/skills/<name>/
Step 2.5 — Detect existing skill
Check whether <target_path>/SKILL.md already exists.
If it exists → switch to update mode. Do NOT re-scaffold. Show the pilot:
Skill <name> already exists (version X.Y.Z).
What would you like to update?
[ ] description
[ ] slash / phrase triggers
[ ] version bump (current: X.Y.Z → new: ?)
[ ] algorithm step (add / edit)
[ ] bundled resource (add scripts/ references/ assets/)
[ ] full re-scaffold → delete SKILL.md manually, then run /skill-creator again
[ ] cancel → make no changesCollect the pilot's choices. A requested description must contain at least 10 words; if shorter, explain the validation requirement and ask for an expanded wording before editing. Apply agreed changes directly to the existing SKILL.md via Edit.
Skip Steps 3–6 unless the pilot selected "bundled resource" or any change that expands the skill's scope or gates — in that case, run Step 3 (IntegrationGate) before applying.
For Step 7 (register + verify): run verify-skill.sh always. Run generate-skills-catalog.sh only if frontmatter changed (name, description, triggers, version).
Version bump rule: bump patch for trigger / description edits; bump minor for algorithm changes or adding a bundled resource; bump major for gate or scope changes.
If it does not exist → continue to Step 3 (normal creation flow).
Step 3 — IntegrationGate
Check PACK repo for files matching DP.SC.* and DP.ROLE.*. If missing:
Service Clause (DP.SC.*) and Role (DP.ROLE.*) not found.
Create them now via /pack-new or the appropriate process.
To continue without them, say explicitly: "skip gate".Stop until the gate is satisfied or explicitly bypassed by pilot words.
Step 4 — Collect parameters (4 short steps)
4a. Name and description
Skill name (hyphen-case): <name>
Short description — what it does and when to use it:The description must contain at least 10 words; count the YAML value, not surrounding metadata.
4b. Agents and interaction axes
agents: single | multi
interaction: one-shot | multi-step4c. Triggers
slash commands (comma-separated):
phrase triggers (comma-separated):Keep phrase triggers narrow: include a skill name placeholder to avoid accidental activation.
4d. Bundled resources
Which bundled resources are needed?
[ ] scripts/
[ ] references/
[ ] assets/Default: assets/ for scaffold template, scripts/ for verify script.
Step 5 — Generate scaffold
Choose scaffold template based on skill complexity:
- Minimal (
assets/skill-scaffold-minimal.md): single-step skills without external gates - Full (
assets/skill-scaffold-full.md): multi-step skills with Preconditions and Bundled resources
Copy chosen template to target path and substitute:
{{name}},{{description}},{{version}}(default0.1.0),{{status}}(defaultexperimental){{agents}},{{interaction}},{{layer}}{{slash_triggers}},{{phrase_triggers}}{{gates_rationale}}— required whengates_requiredandgates_enforcedare both empty
Create selected bundled resource directories with placeholder files.
Step 6 — Show draft
Print generated SKILL.md and file list to stdout. No P5 question. Pilot can cancel with:
/skill-creator undoUndo works only before next commit or within 15 minutes.
Step 7 — Write files, register, verify
Write files to target path. Then regenerate the catalog and run verify:
# Run from the workspace root. Set these two paths from the routing decision;
# creator_dir is the directory containing THIS instruction, not the new skill.
skills_dir=.claude/skills
creator_dir=.claude/skills/skill-creator
workspace="$PWD"
template_root="${IWE_TEMPLATE:-$workspace/IWE}"
if [ -f "$workspace/update-manifest.json" ] && [ -f "$workspace/scripts/generate-skills-catalog.sh" ]; then
template_root="${IWE_TEMPLATE:-$workspace}"
fi
catalog_script="$workspace/scripts/generate-skills-catalog.sh"
if [ ! -f "$catalog_script" ]; then
catalog_script="$template_root/scripts/generate-skills-catalog.sh"
fi
catalog_output="$(dirname "$skills_dir")/skills-catalog.yaml"
if ! IWE_WORKSPACE="$workspace" bash "$catalog_script" \
--skills-dir "$skills_dir" --output "$catalog_output"; then
echo "Catalog generation failed; verification was not run." >&2
exit 1
fi
IWE_WORKSPACE="$workspace" IWE_TEMPLATE="$template_root" \
bash "$creator_dir/scripts/verify-skill.sh" <name> "$skills_dir"Both commands must pass before the skill is considered created. For Kimi targets set skills_dir=.kimi/skills; if this instruction is installed there too, set creator_dir=.kimi/skills/skill-creator. If either tool is absent, stop with the missing path rather than claiming verification.
The verifier uses the shared workspace scripts/lib/find-python3.sh and the declared PyYAML and markdown-it-py dependencies in requirements.txt. Metadata must be the first complete YAML block; duplicate keys, invalid types, and empty required values fail. Required Markdown sections must be real headings outside code examples. Bundled resources are checked in scripts/, assets/, and references/.
Tell the user where the new skill lives and that nothing preserves it (issue #873): a
project-local skill under .claude/skills/<name>/ is usually outside git and outside the
day-close.sh backup, and update.sh neither erases nor carries it over. Until the template
owner picks a backup model, suggest keeping a copy in a git repository the user controls.
For skills with interaction: multi-step: run /vdv audit on the Algorithm section.
Not a gate — does not block creation — but catches steps with missing Input/Output linkage
before the skill is used in practice.
Bundled resources
assets/skill-scaffold-minimal.md— scaffold for single-step skills without external gatesassets/skill-scaffold-full.md— scaffold for multi-step skills with Preconditions and Bundled resourcesscripts/verify-skill.sh— CLI wrapper using the shared Python resolverscripts/verify-skill.py— validates YAML metadata, gates, real sections, bundled resources, templates and platform-specific L1 location
Known schema gaps
Fields used by some existing skills but not yet in the standard frontmatter schema:
argument-hint— CLI-style hint for script-executor skills (e.g. agent-fault, apply-captures). Encodes the argument contract. Keep until schema is extended or absorbed intodescription.routing.executor— indicates whether the skill runs viascript,sonnet, or another executor. Useful for the dispatcher but not validated byverify-skill.sh. Candidate for standardization.
Until standardized: leave these fields as-is in existing skills; do not remove during Step 2.5 updates.
Known tool gaps
content-audit.shcoverage (F9): audit script checks 5 structural criteria (gates_rationale, Algorithm section, step headings ≥3, step content ≥2 lines, When-to-use section). 7 YELLOW skills (single C3 issue) are simple alias/mode skills without numbered step headings. This is structural noise, not content error — these skills are functionally correct. Seescripts/content-audit.shfor full output.
Anti-patterns
- Do not create a skill without a linked WP.
- Do not bypass IntegrationGate with a code flag.
- Do not use wide phrase triggers like "need to create a skill".
- Run
generate-skills-catalog.shafter writing files (Step 7) — not before, not manually. - Do not make the skill verify itself; use
scripts/verify-skill.sh. - Do not skip
verify-skill.shafter editing an existing skill — always run it after any update. - Do not re-scaffold for minor updates (triggers, description, version bump, algorithm); use Step 2.5 update mode instead. Exception: platform or layer change (e.g. Claude→Kimi, L1→L3) requires a new path and a fresh scaffold — delete old SKILL.md first.
- Do not forget version bump when changing gates, scope, or algorithm steps (bump minor or major).
Verification
After creation, run:
bash .claude/skills/skill-creator/scripts/verify-skill.sh <skill-name> .claude/skillsExpected result: PASS with checks for: valid YAML frontmatter, description of at least 10 words, recognized non-empty triggers, gates_required/gates_enforced fields with valid enum values, bundled resource files exist, scaffold templates valid, L1 skills present in FMT.
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