
ln-002-best-practices-researcher
by levnikolaevich
Greate Claude Code skills collection. Production-ready skills that cover the full delivery workflow — from research and discovery to epic planning, task breakdown, implementation, testing, code review, and quality gates.
SKILL.md
name: ln-002-best-practices-researcher description: Research best practices via MCP Ref/Context7/WebSearch and create documentation (guide/manual/ADR/research). Single research, multiple output types.
Best Practices Researcher
Research industry standards and create project documentation in one workflow.
Purpose & Scope
- Research via MCP Ref + Context7 for standards, patterns, versions
- Create 4 types of documents from research results:
- Guide: Pattern documentation (Do/Don't/When table)
- Manual: API reference (methods/params/doc links)
- ADR: Architecture Decision Record (Q&A dialog)
- Research: Investigation document answering specific question
- Return document path for linking in Stories/Tasks
Phase 0: Stack Detection
Objective: Identify project stack to filter research queries and adapt output.
Detection:
| Indicator | Stack | Query Prefix | Official Docs |
|---|---|---|---|
*.csproj, *.sln | .NET | "C# ASP.NET Core" | Microsoft docs |
package.json + tsconfig.json | Node.js | "TypeScript Node.js" | MDN, npm docs |
requirements.txt, pyproject.toml | Python | "Python" | Python docs, PyPI |
go.mod | Go | "Go Golang" | Go docs |
Cargo.toml | Rust | "Rust" | Rust docs |
build.gradle, pom.xml | Java | "Java" | Oracle docs, Maven |
Usage:
- Add
query_prefixto all MCP search queries - Link to stack-appropriate official docs
When to Use
- ln-310-story-validator detects missing documentation
- Need to document a pattern, library, or decision
- Replaces: ln-321-guide-creator, ln-322-adr-creator, ln-323-manual-creator
Input Parameters
| Parameter | Required | Description |
|---|---|---|
| doc_type | Yes | "guide" / "manual" / "adr" / "research" |
| topic | Yes | What to document (pattern name, package name, decision title, research question) |
| story_context | No | Story/Task context for relevance |
Research Tools
| Tool | Use Case | Query Pattern |
|---|---|---|
ref_search_documentation | Standards, patterns, RFCs | "[topic] RFC standard best practices 2025" |
context7__resolve-library-id | Get library ID for docs | libraryName="[topic]" |
context7__query-docs | Library API, methods | topic="[stack_prefix] [topic]" |
WebSearch | Market, competitors, versions | "[topic] latest 2025" or "[topic] vs alternatives" |
Time-box: 5-10 minutes for research; skip if topic is trivial
Research Methodology by Type (for doc_type="research")
| Type | Focus | Primary Sources | Key Questions |
|---|---|---|---|
| Technical | Solution comparison | Docs, benchmarks, RFCs | "Which solution fits our use-case?" |
| Market | Industry landscape | Reports, blogs, articles | "What's the market size/trend?" |
| Competitor | How others solve it | Product pages, reviews, demos | "What features do competitors offer?" |
| Requirements | User needs | Feedback, support tickets, forums | "What do customers complain about?" |
| Feasibility | Can we build it? | PoC, prototypes, local tests | "Is it technically possible?" |
| Feature Demand | Feature viability | Competitor features + blogs/socials + user complaints | "Is this feature worth building?" |
Workflow by doc_type
| doc_type | Purpose | Research Source | Template | Output Path | Words |
|---|---|---|---|---|---|
| guide | Pattern with Do/Don't/When table | ref_search (best practices) | guide_template.md | guides/NN-[slug].md | 300-500 |
| manual | API/library reference | context7__query-docs | manual_template.md | manuals/[pkg]-[ver].md | 300-500 |
| adr | Architecture decision | Dialog (5 questions) | adr_template.md | adrs/adr-NNN-[slug].md | 300-500 |
| research | Investigation answering question | See Methodology table above | research_template.md | research/rsh-NNN-[slug].md | 300-700 |
Common Workflow: Detect number (if needed) → Research → Generate from template → Validate (SCOPE, POSIX) → Save → Return path
Extract & Sections by doc_type:
- guide: Extract principle, 2-3 do/don'ts, sources → Sections: Principle, Our Implementation, Patterns table, Sources, Related
- manual: Extract methods, params (type/required/default), returns → Sections: Package info, Overview, Methods table, Config table, Limitations
- adr: Dialog answers → Sections: Context, Decision, Rationale, Alternatives table, Consequences, Related
- research: Findings by methodology → Sections: Question, Context, Methodology, Findings (tables!), Conclusions, Next Steps, Sources
Validation specifics: guide: patterns table present; manual: version in filename; adr: ISO date, status field; all: sources ≥2025
ADR Dialog (5 questions): Q1: Title? → Q2: Category (Strategic/Technical)? → Q3: Context? → Q4: Decision + Rationale? → Q5: Alternatives (2 with pros/cons)?
Output: File path for linking in Stories/Tasks; for ADR remind to reference in architecture.md; for Research suggest ADR if decision needed
Critical Rules
NO_CODE_EXAMPLES (ALL document types):
| Forbidden | Allowed |
|---|---|
| Code snippets | Tables (params, config, alternatives) |
| Implementation examples | ASCII diagrams, Mermaid diagrams |
| Code blocks >1 line | Method signatures (1 line inline) |
| Links to official docs |
Format Priority (STRICT):
┌───────────────────────────────────────────────┐
│ 1. TABLES + ASCII diagrams ←── PRIORITY │
│ Params, Config, Alternatives, Flows │
├───────────────────────────────────────────────┤
│ 2. LISTS (enumerations only) │
│ Enumeration items, file lists, tools │
├───────────────────────────────────────────────┤
│ 3. TEXT (last resort) │
│ Only if cannot express as table │
└───────────────────────────────────────────────┘
| Content Type | Format |
|---|---|
| Parameters | Table: Name | Type | Required | Default |
| Configuration | Table: Option | Type | Default | Description |
| Alternatives | Table: Alt | Pros | Cons | Why Rejected |
| Patterns | Table: Do | Don't | When |
| Workflow | ASCII diagram: A → B → C |
Other Rules:
- Research ONCE per invocation; reuse results
- Cite sources with versions/dates (>=2025)
- One pattern per guide; one decision per ADR; one package per manual
- Preserve language (EN/RU) from story_context
- Link to stack-appropriate docs (Microsoft for .NET, MDN for JS, etc.)
- Do not create if target directory missing (warn instead)
Definition of Done
- Research completed (standards/patterns/versions extracted) - for guide/manual
- Dialog completed (5 questions answered) - for ADR
- Document generated with all required sections; no placeholders
- Standards validated (SCOPE, maintenance, POSIX)
- File saved to correct directory with proper naming
- Path returned; README updated if placeholder present
Reference Files
- Guide template:
shared/templates/guide_template.md - Manual template:
shared/templates/manual_template.md - ADR template:
shared/templates/adr_template.md - Research template:
shared/templates/research_template.md - Standards:
docs/DOCUMENTATION_STANDARDS.md(if exists)
Version: 3.0.0 Last Updated: 2025-12-23
Score
Total Score
Based on repository quality metrics
SKILL.mdファイルが含まれている
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100文字以上の説明がある
GitHub Stars 100以上
1ヶ月以内に更新
10回以上フォークされている
オープンIssueが50未満
プログラミング言語が設定されている
1つ以上のタグが設定されている
Reviews
Reviews coming soon
