Standardmäßig ist der Prompt ausgewählt, der zuerst die Quelle prüft. Sie können zu einem direkten Befehl wechseln oder eine lokale Kopie herunterladen.
Quelldateien prüfen
Lesen Sie SKILL.md und alle von SkillsMP angezeigten Begleitdateien, bevor Sie sich für eine Installation entscheiden.
Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
Ein direkter Befehl überspringt den Prüf-Prompt. Prüfen Sie die Quelle, bevor Sie ihn ausführen.
["Tools are CLI-executable scripts (.cjs or .mjs)","Keep tools focused (single responsibility)","Add help text and usage examples","Include error handling"]
error_handling
graceful
streaming
supported
output_location
.claude/tools/
verified
true
lastVerifiedAt
2026-02-28
dependencies
["research-synthesis"]
source
builtin
trust_score
100
provenance_sha
ae79e0adf62bacae
Tool Creator
Create executable tool files in .claude/tools/<category>/. Tools are organized into categories like cli, analysis, validation, integrations, etc.
Step 0: Check for Existing Tool
Before creating, check if tool already exists:
find .claude/tools/ -name "<tool-name>.*" -type f
If EXISTS → use Read to inspect the current tool file, then Edit to apply changes directly. Run the post-creation integration steps (Step 4) after updating.
If NEW → continue with Step 0.1.
Step 0.1: Smart Duplicate Detection (MANDATORY)
Before proceeding with creation, run the 3-layer duplicate check:
hook-creator - Create pre/post hooks that wrap tool execution
Iron Laws
Every artifact MUST have a companion schema — Tools without a schema have no contract; consumers cannot validate inputs/outputs. Create a JSON schema in .claude/schemas/ for the tool's CLI interface.
Every artifact MUST be wired to at least one agent — A tool not assigned to any agent is never invoked. Assign the tool to relevant agents via their tools: frontmatter array.
Every artifact MUST be indexed in its catalog — Tools not in tool-catalog.md are invisible to discovery. Add an entry to .claude/context/artifacts/catalogs/tool-catalog.md under the correct category.
Every artifact MUST pass integration validation — Run node .claude/tools/cli/validate-integration.cjs <tool-path> before marking creation complete. A tool that fails validation has broken references.
Every artifact MUST record a memory entry — Write the tool creation pattern, decisions, and any issues to .claude/context/memory/ (learnings.md, decisions.md, issues.md). Without memory, the creation is invisible to future sessions.
Memory Protocol (MANDATORY)
Before starting:
Read .claude/context/memory/learnings.md
After completing:
New tool pattern → .claude/context/memory/learnings.md
Search arXiv for academic research (mandatory for AI/ML, agents, evaluation, orchestration, memory/RAG, security):
Via Exa: mcp__Exa__web_search_exa({ query: 'site:arxiv.org <topic> 2024 2025' })
Direct API: WebFetch({ url: 'https://arxiv.org/search/?query=<topic>&searchtype=all&start=0' })
Record decisions, constraints, and non-goals in artifact references/docs.
Keep updates minimal and avoid overengineering.
arXiv is mandatory (not fallback) when topic involves: AI agents, LLM evaluation, orchestration, memory/RAG, security, static analysis, or any emerging methodology.
Regression-Safe Delivery
Follow strict RED -> GREEN -> REFACTOR for behavior changes.
Run targeted tests for changed modules.
Run lint/format on changed files.
Keep commits scoped by concern (logic/docs/generated artifacts).
Optional: Evaluation Quality Gate
Run the shared evaluation framework to verify tool quality:
--help response: Tool responds to --help (or -h) with a usage summary including required/optional arguments and at least one example invocation
shell: false for child processes: Any child_process.spawn or execFile call uses shell: false with array arguments (never shell: true per SE-security rules)
Graceful missing input handling: Tool exits with a non-zero code and a human-readable error message when required arguments are absent; no unhandled exceptions or crash dumps
Catalog entry present: Tool is registered in .claude/context/artifacts/catalogs/tool-catalog.md with category, description, and wiring status
Timeout safety: Long-running operations have explicit timeouts; no infinite loops on missing input
See .claude/skills/skill-creator/EVAL_WORKFLOW.md for full evaluation protocol and grader/analyzer agent usage.
