@levnikolaevich/ln-001-standards-researcher

---
name: ln-001-standards-researcher
description: Research standards/patterns via MCP Ref. Generates Standards Research for Story Technical Notes subsection. Reusable worker.
license: MIT
---

> **Paths:** File paths (`shared/`, `references/`, `../ln-*`) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root.

# Standards Researcher (Worker)

This skill researches industry standards and architectural patterns using MCP Ref to generate Standards Research for Story Technical Notes.

## Purpose

Research industry standards, RFCs, and architectural patterns for a given Epic/Story domain. Produce a Standards Research section (tables + links, no code) for insertion into Story Technical Notes.

## When to Use This Skill

This skill should be used when:
- Need to research standards and patterns BEFORE Story generation (ensures tasks follow industry best practices)
- Epic Technical Notes mention specific standards requiring documentation (OAuth, OpenAPI, WebSocket)
- Prevent situations where tasks use outdated patterns or violate RFC compliance
- Reusable for ANY skill requiring standards research (ln-220-story-coordinator, ln-300-task-coordinator, ln-002-best-practices-researcher)

**Who calls this skill:**
- **ln-220-story-coordinator** (Phase 3) - research for Story creation
- **ln-300-task-coordinator** (optional) - research for complex Stories
- **Manual** - user can invoke directly for Epic/Story research

## Workflow

The skill follows a 7-phase workflow focused on standards and architectural patterns.

```
Stack Detection → Identify → Ref Research → Existing Guides → Generate Research → Save to File → Return
```

### Phase 0: Stack Detection

**Objective**: Determine project stack BEFORE research to filter queries.

**Detection:**

| Indicator | Stack | Query Prefix |
|-----------|-------|--------------|
| `*.csproj`, `*.sln` | .NET | "C# ASP.NET Core" |
| `package.json` + `tsconfig.json` | Node.js | "TypeScript Node.js" |
| `requirements.txt`, `pyproject.toml` | Python | "Python" |
| `go.mod` | Go | "Go Golang" |
| `Cargo.toml` | Rust | "Rust" |
| `build.gradle`, `pom.xml` | Java | "Java" |

**Process:**
1. Check `context_store.TECH_STACK` if provided → use directly
2. Else: Glob for indicator files in project root
3. Store `detected_stack.query_prefix` for Phases 2-3

**Output**: `detected_stack = {language, framework, query_prefix}`

**Skip conditions**: If no stack detected → proceed without prefix (generic queries)

---

### Phase 1: Identify Libraries

**Objective**: Parse Epic/Story for libraries and technology keywords.

**Process**:
1. **Read Epic/Story description** (provided as input)
   - Parse Epic Technical Notes for mentioned libraries/frameworks
   - Parse Epic Scope In for technology keywords (authentication, rate limiting, payments, etc.)
   - Identify Story domain from Epic goal statement (e.g., "Add rate limiting" → domain = "rate limiting")

2. **Extract library list**:
   - Primary libraries (explicitly mentioned)
   - Inferred libraries (e.g., "REST API" → FastAPI, "caching" → Redis)
   - Filter out well-known libraries with stable APIs (e.g., requests, urllib3)

3. **Determine Story domain**:
   - Extract from Epic goal or Story title
   - Examples: rate limiting, authentication, payment processing, file upload

**Output**: Library list (3-5 libraries max) + Story domain

**Skip conditions**:
- NO libraries mentioned in Epic → Output empty Research Summary
- Trivial CRUD operation with well-known libraries → Output empty Research Summary
- Epic explicitly states "research not needed" → Skip

---

### Phase 2: MCP Ref Research

**Objective**: Get industry standards and architectural patterns.

**Process:**
1. **Focus on standards/RFCs:**
   - Call `mcp__Ref__ref_search_documentation(query="[detected_stack.query_prefix] [story_domain] RFC standard specification")`
   - Example: `"C# ASP.NET Core rate limiting RFC standard specification"`
   - Extract: RFC/spec references (OAuth 2.0 RFC 6749, OpenAPI 3.0, WebSocket RFC 6455)

2. **Focus on architectural patterns:**
   - Call `mcp__Ref__ref_search_documentation(query="[detected_stack.query_prefix] [story_domain] architectural patterns best practices")`
   - Example: `"TypeScript Node.js authentication architectural patterns best practices"`
   - Extract: Middleware, Dependency Injection, Decorator pattern

**Output:** Standards compliance table + Architectural patterns list

---

### Phase 3: MCP Ref Research

**Objective**: Get industry standards and best practices.

**Process**:
1. **FOR EACH library + Story domain** combination:
   - Call `mcp__Ref__ref_search_documentation(query="[detected_stack.query_prefix] [library] [domain] best practices {current_year}")`
   - Call `mcp__Ref__ref_search_documentation(query="[detected_stack.query_prefix] [domain] industry standards RFC")`
   - Example: `"C# ASP.NET Core Polly rate limiting best practices {current_year}"`

2. **Extract from results** (NO CODE - text/tables only):
   - **Industry standards** (RFC/spec references: OAuth 2.0, REST API, OpenAPI 3.0)
   - **Common patterns** (do/don't descriptions, anti-patterns to avoid)
   - **Integration approaches** (middleware, dependency injection, decorators)
   - **Security considerations** (OWASP compliance, vulnerability mitigation)
   - **Official docs URLs** (link to stack-appropriate authoritative sources)

3. **Store results** for Research Summary compilation

**Output**: Standards compliance table (RFC/Standard name, how to comply) + Best practices list

---

### Phase 4: Scan Existing Guides

**Objective**: Find relevant pattern guides in docs/guides/ directory.

**Process**:
1. **Scan guides directory**:
   - Use `Glob` to find `docs/guides/*.md`
   - Read guide filenames

2. **Match guides to Story domain**:
   - Match keywords (e.g., rate limiting guide for rate limiting Story)
   - Fuzzy match (e.g., "authentication" matches "auth.md", "oauth.md")

3. **Collect guide paths** for linking in Technical Notes

**Output**: Existing guides list (relative paths from project root)

---

### Phase 5: Generate Standards Research

**Objective**: Compile research results into Standards Research for Story Technical Notes subsection.

**NO_CODE Rule:** No code snippets. Use tables + links to official docs only.

**Format Priority:**
```
┌─────────────────────────────────────┐
│ 1. TABLES + ASCII diagrams ← Priority │
│ 2. Lists (enumerations only)        │
│ 3. Text (last resort)               │
└─────────────────────────────────────┘
```

**Output Format (Table-First):**

```markdown
## Standards Research

**Standards compliance:**

| Standard | Requirement | How to Comply | Reference |
|----------|-------------|---------------|-----------|
| RFC 6749 | OAuth 2.0 | Use PKCE for public clients | [RFC 6749](url) |
| RFC 6585 | Rate Limiting | Return 429 + Retry-After | [RFC 6585](url) |

**Architectural patterns:**

| Pattern | When to Use | Reference |
|---------|-------------|-----------|
| Middleware | Request interception | [Official docs](url) |
| Decorator | Cross-cutting concerns | [Official docs](url) |

**Existing guides:**
- [guide_path.md](guide_path.md) - Brief description
```

**Output:** Standards Research (Markdown string) for insertion into Story Technical Notes subsection

**Important notes:**
- Focus on STANDARDS and PATTERNS only (no library details - libraries researched at Task level)
- Prefer official docs and RFC standards over blog posts
- Link to stack-appropriate docs (Microsoft docs for .NET, MDN for JS, etc.)
- If Standards Research is empty (no standards/patterns) → Skip Phase 6, return "No standards research needed"

---

### Phase 6: Save Research to File

**Objective**: Save Standards Research to standalone file for reusability and knowledge base.

**MANDATORY**: All research MUST be saved to file, even if returned as string to caller.

**Process:**

1. **Determine next research number**:
   - Glob for `docs/research/rsh-*.md` files
   - Extract numbers, find max
   - Next number = max + 1 (or 001 if no files exist)

2. **Generate filename**:
   - Format: `rsh-{number:03d}-{slug}.md`
   - Slug from `story_domain` (e.g., "rate-limiting", "oauth-authentication")
   - Example: `rsh-042-rate-limiting.md`

3. **Create research document** using template:

```markdown
# Standards Research: {Story Domain}

**Created:** {ISO date}
**Epic:** {Epic ID if available}
**Research Type:** Standards & Architectural Patterns

## Question

What industry standards and architectural patterns apply to {story_domain}?

## Context

{Brief description from Epic/Story}

## Methodology

- **Standards:** MCP Ref search for RFCs and specifications
- **Patterns:** MCP Ref search for architectural patterns and best practices
- **Stack:** {detected_stack.language} {detected_stack.framework}

## Findings

{Insert Standards Research content from Phase 5 here}

## Conclusions

{1-2 sentences summarizing key standards/patterns that must be followed}

## Next Steps

- Reference this research in Story Technical Notes
- Link from architecture.md if patterns affect system design
- Create ADR if architectural decision needed

## Sources

{List of all MCP Ref search URLs with dates}
```

4. **Save file**:
   - Write to `docs/research/{filename}`
   - If `docs/research/` doesn't exist: create directory
   - Validate file saved successfully

5. **Update README** (if exists):
   - Check for `docs/research/README.md`
   - If exists and has `<!-- PLACEHOLDER -->`: append research entry
   - Format: `- [{filename}]({filename}) - {one-line summary}`

**Output**: File path (e.g., `docs/research/rsh-042-rate-limiting.md`)

**Skip conditions**:
- Standards Research is empty → do not create file
- Target directory missing and cannot be created → warn user, skip file creation

---

### Phase 7: Return Results

**Return to calling skill** (ln-220, ln-310):

1. **Standards Research string** (Markdown) for insertion into Story Technical Notes
2. **File path** (string) for linking: `docs/research/rsh-{NNN}-{slug}.md`

**Format:**
```
{
  "standards_research": "<markdown string>",
  "file_path": "docs/research/rsh-042-rate-limiting.md"
}
```

If calling skill expects only string (backward compatibility), return Standards Research string only. File is created regardless.

---

## Integration with Ecosystem

**Called by:**
- **ln-220-story-coordinator** (Phase 2) - research for ALL Stories in Epic
- **ln-300-task-coordinator** (optional) - research for complex technical Stories

**Dependencies:**
- MCP Ref (ref_search_documentation) - industry standards and patterns
- Glob (scan docs/guides/)

**Input parameters (from calling skill):**
- `epic_description` (string) - Epic Technical Notes + Scope In + Goal
- `story_domain` (string, optional) - Story domain (e.g., "rate limiting")

**Output format:**
- **Primary:** Markdown string (Standards Research for insertion into Story Technical Notes subsection)
- **Secondary:** File path (string) for linking: `docs/research/rsh-{NNN}-{slug}.md`
- **Content:** Standards + Patterns (libraries researched at Task level)
- **Note:** File is ALWAYS created (Phase 6); backward-compatible callers receive string only

---

## Time-Box and Performance

**Time-box:** 15-20 minutes maximum per Epic

**Performance:**
- Research is done ONCE per Epic
- Results reused for all Stories (5-10 Stories benefit from single research)
- Parallel MCP calls when possible (Context7 + Ref)

**Token efficiency:**
- Context7: max 3000 tokens per library
- Total: ~10,000 tokens for typical Epic (3-4 libraries)

---

## Critical Rules

- **MANDATORY FILE CREATION:** All research MUST be saved to `docs/research/rsh-{NNN}-{slug}.md` file (Phase 6); no exceptions
- **NO_CODE:** Output contains tables and links to official docs only; no code snippets
- **Format Priority:** Tables + ASCII diagrams first, lists second, text last resort
- **Stack-aware queries:** All MCP Ref calls must include detected `query_prefix` (e.g., "C# ASP.NET Core")
- **Standards over libraries:** Focus on RFCs and architectural patterns; library details are researched at Task level
- **Time-box:** Maximum 15-20 minutes per Epic; research is done once and reused for all Stories

## Definition of Done

- Stack detected (or skipped if undetectable) and `query_prefix` set
- Libraries and Story domain extracted from Epic/Story description
- MCP Ref research completed for standards/RFCs and architectural patterns
- Existing guides in `docs/guides/` scanned and matched
- Standards Research output generated in Markdown (tables + links, no code)
- **Research saved to file:** `docs/research/rsh-{NNN}-{slug}.md` created with all required sections
- **README updated** (if `docs/research/README.md` exists and has placeholder)
- Output returned to calling skill (ln-220, ln-300): Standards Research string + file path

## Reference Files

**Tools:**
- `mcp__Ref__ref_search_documentation()` - Search best practices and standards
- `Glob` - Scan docs/guides/ directory

**Templates:**
- [research_guidelines.md](references/research_guidelines.md) - Research quality guidelines (official docs > blog posts, prefer LTS versions)

- **MANDATORY READ:** `shared/references/research_tool_fallback.md`

---

**Version:** 3.1.0
**Last Updated:** 2026-02-14