knowledge-synthesis
Combines search results from multiple sources into coherent, deduplicated answers with source attribution and confidence scoring.
Best use case
knowledge-synthesis is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Combines search results from multiple sources into coherent, deduplicated answers with source attribution and confidence scoring.
Teams using knowledge-synthesis should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/knowledge-synthesis/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How knowledge-synthesis Compares
| Feature / Agent | knowledge-synthesis | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Combines search results from multiple sources into coherent, deduplicated answers with source attribution and confidence scoring.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 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)
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