aim-best-practices-researcher
Research current best practices for any technology, pattern, or coding standard. Use when asking about best practices, conventions, coding standards, recommended approaches, or how should I questions. Searches local knowledge first, then web for 2024-2026 sources. Evaluates if findings warrant a reusable skill.
npx skills add majiayu000/claude-skill-registry --skill aim-best-practices-researcher-hidden-history-ai-memory --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Best Practices Researcher Research specialist for current (2024-2026) best practices. Checks local database first, then web if needed. Stores findings and evaluates skill-worthiness. ## Quick Start ```python # Phase 1: Check database from memory.search import search_memories results = search_memories( query="your topic", collection="conventions", memory_type=["guideline", "rule"], limit=5 ) # Phase 4: Store findings from memory.storage import store_best_practice result = store_best_practice( content="Best practice description", session_id="current-session", source_hook="manual", domain="python", tags=["topic"], source="https://source-url.com", source_date="2026-01-29", auto_seeded=True ) ``` ## 5-Phase Workflow Copy this checklist and track progress: ``` Research Progress: - [ ] Phase 1: Check database (conventions collection) - [ ] Phase 2: Web research (if needed) - [ ] Phase 3: Save to file (BP-XXX.md) - [ ] Phase 4: Store to database - [ ] Phase 5: Evaluate skill-worthiness ``` ### Phase 1: Check Database Query conventions collection via semantic search. Decision rules: - Score >0.7 and <6 months old → Use it, skip to Phase 5 - Score >0.7 and >6 months old → Mark "needs refre
- Quick Start
- 5-Phase Workflow
- Phase 1: Check Database
- Phase 2: Web Research
- Phase 3: Save to File
- Phase 4: Store to Database (MANDATORY)
- Phase 5: Skill Evaluation
- Detailed Methodology
- Skill Evaluation Criteria
- Output Format
What does the aim-best-practices-researcher skill do?
Research current best practices for any technology, pattern, or coding standard. Use when asking about best practices, conventions, coding standards, recommended approaches, or how should I questions. Searches local knowledge first, then web for 2024-2026 sources. Evaluates if findings warrant a reusable skill.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill aim-best-practices-researcher-hidden-history-ai-memory --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.