Report Findings
Multi-source gathering → authority assessment → cross-reference → synthesize → present with confidence.
<when_to_use>
- •Synthesizing research from multiple sources
- •Presenting findings with proper attribution
- •Comparing options with structured analysis
- •Assessing source credibility
- •Documenting research conclusions
NOT for: single-source summaries, opinion without evidence, rushing to conclusions
</when_to_use>
<source_authority>
| Tier | Confidence | Types | Use For |
|---|---|---|---|
| 1: Primary | 90-100% | Official docs, original research, direct observation | Factual claims, guarantees |
| 2: Secondary | 70-90% | Expert analysis, established publications, official guides | Best practices, patterns |
| 3: Community | 50-70% | Q&A sites, blogs, wikis, anecdotal evidence | Workarounds, pitfalls |
| 4: Unverified | 0-50% | Unattributed, outdated, content farms, unchecked AI | Initial leads only |
See source-tiers.md for detailed assessment criteria.
</source_authority>
<cross_referencing>
Two-Source Minimum
Never rely on single source for critical claims:
- •Find claim in initial source
- •Seek confirmation in independent source
- •If sources conflict → investigate further
- •If sources agree → moderate confidence
- •If 3+ sources agree → high confidence
Conflict Resolution
When sources disagree:
- •Check dates — newer information often supersedes
- •Compare authority — higher tier beats lower tier
- •Verify context — might both be right in different scenarios
- •Test empirically — verify through direct observation if possible
- •Document uncertainty — flag if unresolved
Triangulation
For complex questions, seek alignment across:
- •Official sources — what should happen
- •Direct evidence — what actually happens
- •Community reports — what people experience
All three align → high confidence. Mismatches → investigate the gap.
</cross_referencing>
<comparison_analysis>
Three comparison methods:
| Method | When to Use |
|---|---|
| Feature Matrix | Side-by-side capability comparison |
| Trade-off Analysis | Strengths/weaknesses/use cases per option |
| Weighted Matrix | Quantitative scoring with importance weights |
See comparison-methods.md for templates and examples.
</comparison_analysis>
<synthesis_techniques>
Extract Themes
Across sources, identify:
- •Consensus — what everyone agrees on
- •Disagreements — where opinions differ
- •Edge cases — nuanced situations
Present Findings
- •Main answer — clear, actionable
- •Supporting evidence — cite 2-3 strongest sources
- •Caveats — limitations, context-specific notes
- •Alternatives — other valid approaches
</synthesis_techniques>
<confidence_calibration>
| Level | Indicator | Criteria |
|---|---|---|
| High | 90-100% | 3+ tier-1 sources agree, empirically verified |
| Moderate | 60-89% | 2 tier-2 sources agree, some empirical support |
| Low | Below 60% | Single source or tier-3 only, unverified |
Flag remaining uncertainties even at high confidence.
</confidence_calibration>
<output_format>
Standard report structure:
## Summary
{ 1-2 sentence answer }
## Key Findings
1. {FINDING} — evidence: {SOURCE}
## Comparison (if applicable)
{ matrix or trade-off analysis }
## Confidence Assessment
Overall: {LEVEL} {PERCENTAGE}%
## Sources
- [Source](url) — tier {N}
## Caveats
{ uncertainties, gaps, assumptions }
See output-template.md for full template with guidelines.
</output_format>
<rules>ALWAYS:
- •Assess source authority before citing
- •Cross-reference critical claims (2+ sources)
- •Include confidence levels with findings
- •Cite sources with proper attribution
- •Flag uncertainties
NEVER:
- •Cite single source for critical claims
- •Present tier-4 sources as authoritative
- •Skip confidence calibration
- •Hide conflicting sources
- •Omit caveats when uncertainty exists
- •source-tiers.md — detailed authority assessment
- •comparison-methods.md — comparison templates
- •output-template.md — full report structure
Research vs Report-Findings:
- •
researchskill covers the full investigation workflow using MCP tools - •This skill (
report-findings) covers synthesis, source assessment, and presentation
Load this skill during research synthesis stage, or standalone for any task requiring multi-source synthesis with proper attribution.
</references>