skills/duc01226/easyplatform/knowledge-synthesis

knowledge-synthesis

SKILL.md

[IMPORTANT] Use TaskCreate to break ALL work into small tasks BEFORE starting.

Prerequisites: MUST READ before executing:

  • .claude/skills/shared/web-research-protocol.md

Quick Summary

Goal: Synthesize evidence base into final structured report using enforced template.

Workflow:

  1. Load evidence — Read evidence base from deep-research
  2. Load template — Read enforced template from docs/templates/
  3. Synthesize — Write report following template structure
  4. Citation check — Verify every claim has citation
  5. Confidence summary — Aggregate scores, flag gaps

Key Rules:

  • MUST use enforced template structure — all sections required
  • Every factual claim inline-cited: [N] referencing source table
  • Knowledge gaps section mandatory

Be skeptical. Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence percentages (Idea should be more than 80%).

Knowledge Synthesis

Step 1: Load Evidence

Read .claude/tmp/_evidence-{slug}.md and .claude/tmp/_sources-{slug}.md.

Inventory:

  • Total findings with confidence scores
  • Unresolved discrepancies
  • Remaining gaps

Step 2: Load Template

Read the enforced template: docs/templates/research-report-template.md

Every section in the template MUST appear in the final report.

Step 3: Synthesize Report

Write to docs/knowledge/research/{slug}.md:

For each template section:

  1. Map relevant findings from evidence base
  2. Write content with inline citations [N]
  3. Declare confidence per finding
  4. Note cross-cutting patterns and contradictions in Analysis section

Step 4: Citation Audit

Verify:

  • Every factual claim has at least one [N] citation
  • Every source in the Sources table is referenced at least once
  • No orphan citations (referencing non-existent source)

Step 5: Confidence Summary

Calculate overall report confidence:

  • Average of all finding confidence scores
  • Weight by finding importance
  • Flag any <60% findings prominently

Output

Final report: docs/knowledge/research/{descriptive-slug}.md

Clean up working files from .claude/tmp/ after successful synthesis.


IMPORTANT Task Planning Notes (MUST FOLLOW)

  • Always plan and break work into many small todo tasks using TaskCreate
  • Always add a final review todo task to verify work quality and identify fixes/enhancements
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