| name | adapter-creator |
| description | Creates or optimizes ai-jue adapters for AI tools. Use when user asks to "create adapter for [tool]", "add support for [tool]", or "optimize/update [tool] adapter". |
| disable-model-invocation | false |
| user-invocable | true |
| version | 4.3.0 |
| tags | ["adapter","scaffolding","optimization","design-first","agentic-workflow","self-correction","anti-hallucination","collaborative-verification"] |
Adapter Creator
A workflow for building production-ready ai-jue adapters. This skill ensures high-precision integration based on verified official documentation.
1. Problem Definition & Mode Selection
Action:
- Identify target
{tool}.
- Check if
packages/ai-jue-adapter-{tool} exists.
- Missing? -> Create Mode.
- Exists? -> Optimize Mode.
2. Phase 1: High-Precision Research (Collaborative)
Goal: Obtain 100% accurate documentation URLs for all capabilities.
Step 1: Automated Discovery
- Use
web_search and web_fetch to find the official documentation.
- Mandatory Verification: Every candidate URL MUST be checked using
curl -I or a script to ensure 200 OK.
Step 2: Precision Check & User Collaboration
- Analyze Precision: Does the URL point to the exact feature (e.g.,
/docs/cli/gemini-md) or just a general category (e.g., /docs/)?
- Mandatory Collaboration: If you cannot find a precise, verified URL for any of the 8 core capabilities:
- STOP.
- List the capabilities with missing/vague links.
- Ask the user to provide the exact URLs.
- Do NOT proceed to implementation with vague or hallucinated links.
3. Phase 2: Documentation-Driven Design
Action:
- Read
references/README-template.md.
- Fill in the Capability Mapping Matrix using ONLY verified, precise URLs.
- Strict Constraint: If a capability is unsupported by the tool, mark it "Unsupported" and do NOT provide a link.
- Write the READMEs.
4. Phase 3: Implementation Based on Verified Docs
Action:
- Examine the content of the verified URLs (use
web_fetch).
- Implement the conversion logic in
src/index.ts based strictly on the documentation found at those URLs.
- Ensure terminology in code matches the tool's official documentation.
5. Quality Gates (The "Anti-Hallucination" Gates)
Gate 1: The Precision Audit
- Check: Are all links in
README.md precise (pointing to the specific feature page)?
- Check: Are all links verified 200 OK?
- Correction: If links point to index pages or general categories, retry discovery or ask the user.
Gate 2: Documentation-Code Alignment
- Check: Does the mapping logic in
index.ts match the technical details described in the verified URLs?
Gate 3: Smoke Test
- Run
npx jue apply --adapter {tool}.
References
references/README-template.md: Single source of truth for adapter docs.references/IMPLEMENTATION-patterns.md: Code patterns.
