knowledge-synthesis

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

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Install skill "knowledge-synthesis" with this command: npx skills add duc01226/easyplatform/duc01226-easyplatform-knowledge-synthesis

[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:

  • Load evidence — Read evidence base from deep-research

  • Load template — Read enforced template from docs/templates/

  • Synthesize — Write report following template structure

  • Citation check — Verify every claim has citation

  • 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:

  • Map relevant findings from evidence base

  • Write content with inline citations [N]

  • Declare confidence per finding

  • 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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