Research
Systematic investigation → evidence-based analysis → authoritative recommendations.
Steps
- •Define scope and evaluation criteria
- •Discover sources using MCP tools (context7, octocode, firecrawl)
- •Gather information with multi-source approach
- •Load the
outfitter:report-findingsskill for synthesis - •Compile report with confidence levels and citations
<when_to_use>
- •Technology evaluation and comparison
- •Documentation discovery and troubleshooting
- •Best practices and industry standards research
- •Implementation guidance with authoritative sources
NOT for: quick lookups, well-known patterns, time-critical debugging without investigation stage
</when_to_use>
<stages>Load the maintain-tasks skill for stage tracking. Stages advance only, never regress.
| Stage | Trigger | activeForm |
|---|---|---|
| Analyze Request | Session start | "Analyzing research request" |
| Discover Sources | Criteria defined | "Discovering sources" |
| Gather Information | Sources identified | "Gathering information" |
| Synthesize Findings | Information gathered | "Synthesizing findings" |
| Compile Report | Synthesis complete | "Compiling report" |
Workflow:
- •Start: Create "Analyze Request" as
in_progress - •Transition: Mark current
completed, add nextin_progress - •Simple queries: Skip directly to "Gather Information" if unambiguous
- •Gaps during synthesis: Add new "Gather Information" task
- •Early termination: Skip to "Compile Report" with caveats
Five-stage systematic approach:
1. Question Stage — Define scope
- •Decision to be made?
- •Evaluation parameters? (performance, maintainability, security, adoption)
- •Constraints? (timeline, expertise, infrastructure)
2. Discovery Stage — Multi-source retrieval
| Use Case | Primary | Secondary | Tertiary |
|---|---|---|---|
| Official docs | context7 | octocode | firecrawl |
| Troubleshooting | octocode issues | firecrawl community | context7 guides |
| Code examples | octocode repos | firecrawl tutorials | context7 examples |
| Technology eval | Parallel all | Cross-reference | Validate |
3. Evaluation Stage — Analyze against criteria
| Criterion | Metrics |
|---|---|
| Performance | Benchmarks, latency, throughput, memory |
| Maintainability | Code complexity, docs quality, community activity |
| Security | CVEs, audits, compliance |
| Adoption | Downloads, production usage, industry patterns |
4. Comparison Stage — Systematic tradeoff analysis
For each option: Strengths → Weaknesses → Best fit → Deal breakers
5. Recommendation Stage — Clear guidance with rationale
Primary recommendation → Alternatives → Implementation steps → Limitations
</methodology> <tools>Three MCP servers for multi-source research:
| Tool | Best For | Key Functions |
|---|---|---|
| context7 | Official docs, API refs | resolve-library-id, get-library-docs |
| octocode | Code examples, issues | packageSearch, githubSearchCode, githubSearchIssues |
| firecrawl | Tutorials, benchmarks | search, scrape, map |
Execution patterns:
- •Parallel: Run independent queries simultaneously for speed
- •Fallback: context7 → octocode → firecrawl if primary fails
- •Progressive: Start broad, narrow based on findings
See tool-selection.md for detailed usage.
</tools><discovery_patterns>
Common research workflows:
| Scenario | Approach |
|---|---|
| Library Installation | Package search → Official docs → Installation guide |
| Error Resolution | Parse error → Search issues → Official troubleshooting → Community solutions |
| API Exploration | Documentation ID → API reference → Real usage examples |
| Technology Comparison | Parallel all sources → Cross-reference → Build matrix → Recommend |
See discovery-patterns.md for detailed workflows.
</discovery_patterns>
<findings_format>
Two output modes:
Evaluation Mode (recommendations):
Finding: { assertion }
Source: { authoritative source with link }
Confidence: High/Medium/Low — { rationale }
Discovery Mode (gathering):
Found: { what was discovered }
Source: { where from with link }
Notes: { context or caveats }
</findings_format>
<response_structure>
## Research Summary Brief overview — what investigated, sources consulted. ## Options Discovered 1. **Option A** — description 2. **Option B** — description ## Comparison Matrix | Criterion | Option A | Option B | |-----------|----------|----------| ## Recommendation ### Primary: [Option Name] **Rationale**: reasoning + evidence **Confidence**: level + explanation ### Alternatives When to choose differently. ## Implementation Guidance Next steps, common pitfalls, validation. ## Sources - Official, benchmarks, case studies, community
</response_structure>
<quality>Always include:
- •Direct citations with links
- •Confidence levels and limitations
- •Context about when recommendations may not apply
Always validate:
- •Version is latest stable
- •Documentation matches user context
- •Critical info cross-referenced
- •Code examples complete and runnable
Proactively flag:
- •Deprecated approaches with modern alternatives
- •Missing prerequisites
- •Common pitfalls and gotchas
- •Related tools in ecosystem
ALWAYS:
- •Create "Analyze Request" todo at session start
- •One stage
in_progressat a time - •Use multi-source approach (context7, octocode, firecrawl)
- •Provide direct citations with links
- •Cross-reference critical information
- •Include confidence levels and limitations
NEVER:
- •Skip "Analyze Request" stage without defining scope
- •Single-source when multi-source available
- •Deliver recommendations without citations
- •Include deprecated approaches without flagging
- •Omit limitations and edge cases
- •source-hierarchy.md — authority evaluation details
- •tool-selection.md — MCP server decision matrix
- •discovery-patterns.md — detailed research workflows
Research vs Report-Findings:
- •This skill (
research) covers the full investigation workflow using MCP tools - •
report-findingsskill covers synthesis, source assessment, and presentation
Use research for technology evaluation, documentation discovery, and best practices research. Load report-findings during synthesis stage for source authority assessment and confidence calibration.