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knowledge-synthesis

productivity

Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.

License
Apache-2.0
SKILL.md tokens
2,115
Bundled files
0
Bundled tokens (estimated)
0

Cost per 1,000 loads

Estimated input cost per 1,000 loads of SKILL.md only (characters ÷ 4). Bundled files, output tokens and execution are excluded.

ModelInput / 1M tokens1,000 loads
Claude Opus 5$5.00$10.57
Claude Sonnet 5$2.00$4.23
Claude Haiku 4.5$1.00$2.12
Anthropic pricing source

Safety flags

Detected automatically from files; not a security audit.

Runs scripts
No
Network access
No
Shell commands
No

Works with

Open SKILL.md format

  • Claude Code
  • Codex
  • Cursor
  • GitHub Copilot
  • Gemini CLI
  • OpenCode
  • Goose

Install

npx skills add anthropics/knowledge-work-plugins --skill knowledge-synthesis

Last verified:

knowledge-synthesis FAQ

What does the knowledge-synthesis skill do?

Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively. Source: https://github.com/anthropics/knowledge-work-plugins/blob/main/enterprise-search/skills/knowledge-synthesis/SKILL.md

What does the knowledge-synthesis skill cost to load?

SKILL.md is about 2,115 tokens. Estimated input cost per 1,000 loads: Claude Opus 5 $10.57; Claude Sonnet 5 $4.23; Claude Haiku 4.5 $2.12. Estimated input cost per 1,000 loads of SKILL.md only (characters ÷ 4). Bundled files, output tokens and execution are excluded. Prices: https://docs.anthropic.com/en/docs/about-claude/pricing

How do I install the knowledge-synthesis skill?

Skills CLI: npx skills add anthropics/knowledge-work-plugins --skill knowledge-synthesis. Claude Code: /plugin marketplace add anthropics/knowledge-work-plugins, then install the plugin from that marketplace. Download the knowledge-synthesis skill folder as a ZIP and upload it in Claude.ai skills settings.

Is the knowledge-synthesis skill safe?

No runs-scripts, network-access or shell-command flags were detected. Flags are detected automatically from the skill's files and are not a security audit; review the SKILL.md before installing.

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