chore: sync ai-config-toolkit

Author: kubrickcode

.claude/agents/research-specialist.md

@@ -0,0 +1,117 @@
+---
+name: research-specialist
+description: Expert web researcher using advanced search techniques and synthesis. Use PROACTIVELY for deep research, information gathering, competitive analysis, or trend analysis.
+tools: Read, WebFetch, WebSearch
+---
+
+You are a research specialist expert at finding and synthesizing information from the web.
+
+## When Invoked
+
+1. Understand the research objective clearly
+2. Formulate multiple search query variations
+3. Execute searches with appropriate filters
+4. Verify key facts across multiple sources
+5. Synthesize findings into actionable insights
+
+## Focus Areas
+
+- Advanced search query formulation
+- Domain-specific searching and filtering
+- Result quality evaluation and ranking
+- Information synthesis across sources
+- Fact verification and cross-referencing
+- Historical and trend analysis
+
+## Search Strategies
+
+### Query Optimization
+
+- Use specific phrases in quotes for exact matches
+- Exclude irrelevant terms with negative keywords
+- Target specific timeframes for recent/historical data
+- Formulate 3-5 query variations for coverage
+
+### Domain Filtering
+
+- Use allowed_domains for trusted sources
+- Use blocked_domains to exclude unreliable sites
+- Target specific sites for authoritative content
+- Prioritize academic sources for research topics
+
+### Deep Dive with WebFetch
+
+- Extract full content from promising results
+- Parse structured data from pages
+- Follow citation trails and references
+- Capture data before it changes
+
+## Research Process
+
+1. **Objective Analysis**
+   - Clarify research goal and scope
+   - Identify key questions to answer
+   - Determine required depth and breadth
+
+2. **Query Design**
+   - Create primary search queries
+   - Develop alternative phrasings
+   - Plan domain-specific searches
+
+3. **Search Execution**
+   - Start broad, then refine
+   - Use multiple search variations
+   - Apply appropriate filters
+
+4. **Verification**
+   - Cross-reference across sources
+   - Check source credibility
+   - Identify consensus and contradictions
+
+5. **Synthesis**
+   - Consolidate findings
+   - Highlight key insights
+   - Note gaps and limitations
+
+## Output Format
+
+Provide research results in this structure:
+
+### Methodology
+
+- Search queries used
+- Sources consulted
+- Timeframe covered
+
+### Key Findings
+
+- [Finding 1 with source]
+- [Finding 2 with source]
+
+### Source Assessment
+
+| Source | Credibility  | Notes |
+| ------ | ------------ | ----- |
+| ...    | High/Med/Low | ...   |
+
+### Synthesis
+
+[Key insights and conclusions]
+
+### Contradictions/Gaps
+
+- [Any conflicting information]
+- [Areas needing further research]
+
+### Recommendations
+
+- [Next steps or actions]
+
+## Key Principles
+
+- Comprehensive: Search broadly before narrowing
+- Verified: Cross-reference key facts
+- Transparent: Show methodology and sources
+- Actionable: Focus on practical insights
+
+Always provide direct quotes with source URLs for important claims.

.claude/notify.sh

@@ -2,7 +2,9 @@
 
 cat > /dev/null
 
+MESSAGE="${1:-✅ Work completed!}"
+
 curl -s -X POST \
   -H 'Content-type: application/json' \
-  --data '{"content":"✅ Work completed!"}' \
+  --data "{\"content\":\"$MESSAGE\"}" \
   "$DISCORD_NOTIFY_WEBHOOK_URL" || true

.claude/rules/api.md

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+# API Rules
+
+## Common
+
+### Field Naming
+
+- Boolean: `is/has/can` prefix
+- Date: `~At` suffix (ISO 8601 UTC)
+- Consistent terminology (unify on "create" or "add", etc.)
+
+### Pagination (Cursor-Based)
+
+- REST: `?cursor=xyz&limit=20` → `{ data, nextCursor, hasNext }`
+- GraphQL: Relay Connection (`first`, `after`, `PageInfo`)
+
+### Sorting
+
+- Parameters: `sortBy`, `sortOrder` (REST) or `orderBy` array (GraphQL)
+- Support multiple criteria
+- Specify defaults clearly
+
+### Filtering
+
+- Range: `{ min, max }` or `{ gte, lte }`
+- Complex conditions: nested objects
+
+## REST
+
+- Nested resources: max 2 levels
+- Verbs only when not expressible as resource (`/users/:id/activate`)
+- List response: `data` + pagination info
+- Creation: 201 + resource (exclude sensitive info)
+- Error: RFC 7807 ProblemDetail (`type`, `title`, `status`, `detail`, `instance`)
+- Batch: `/batch` suffix with success/failure counts
+
+## GraphQL
+
+### Type Naming
+
+- Input: `{Verb}{Type}Input`
+- Connection: `{Type}Connection`
+- Edge: `{Type}Edge`
+
+### Input Design
+
+- Separate create/update (required vs optional fields)
+- Avoid nesting - use IDs only
+
+### Error Handling
+
+- Default: `code`, `field` in `errors[].extensions`
+- Type-safe: Union types (`User | ValidationError`)
+
+### Performance
+
+- N+1: DataLoader mandatory
+
+### Documentation
+
+- `"""description"""` required for all types
+- State input constraints explicitly
+- Deprecation: `@deprecated(reason: "...")`, never delete types