# Knowledge Synthesis

> Combines search results from multiple sources into coherent, deduplicated answers with source attribution and confidence scoring.

- Skill: `vamseeachanta/knowledge-synthesis` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/knowledge-synthesis`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/knowledge-synthesis/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/knowledge-synthesis

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# Knowledge Synthesis

## Sub-Skills

- [The Goal](the-goal/SKILL.md)
- [Cross-Source Deduplication (+2)](cross-source-deduplication/SKILL.md)
- [Attribution Format (+1)](attribution-format/SKILL.md)
- [Freshness (+3)](freshness/SKILL.md)
- [For Small Result Sets (1-5 results) (+3)](for-small-result-sets-1-5-results/SKILL.md)
- [Synthesis Workflow](synthesis-workflow/SKILL.md)
- [Anti-Patterns](anti-patterns/SKILL.md)