Agente · em Automatizar e estender

knowledge-synthesizer

Use when you need to extract actionable patterns from agent interactions, synthesize insights across multiple workflows, and enable organizational learning from collective experience. Specifically:\n\n

Procedência

Antes de instalar

1 arquivo · 11,7 KB · só texto, nenhum script

Instalar na sua CLI

O comando baixa a versão fixada (commit 57f899e) direto da origem, para a pasta que a CLI lê. Precisa de curl (macOS e Linux); no Windows não há comando, porque o Rook Labs é para macOS.

Claude Code

Neste projeto: instala em .claude/agents/knowledge-synthesizer.md.

curl -fsSL --create-dirs \
  -o ".claude/agents/knowledge-synthesizer.md" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/agents/expert-advisors/knowledge-synthesizer.md" \
  -o ".claude/agents/knowledge-synthesizer.LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.claude/agents/knowledge-synthesizer.md.

curl -fsSL --create-dirs \
  -o "$HOME/.claude/agents/knowledge-synthesizer.md" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/agents/expert-advisors/knowledge-synthesizer.md" \
  -o "$HOME/.claude/agents/knowledge-synthesizer.LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Codex

Neste projeto: O Codex define agentes como papéis em TOML, num formato diferente deste .md; ele não instala como está.

Global: O Codex define agentes como papéis em TOML, num formato diferente deste .md; ele não instala como está.

Antigravity

Neste projeto: O Antigravity lê agentes num formato próprio, e como este agente se comporta nele não foi provado; não damos comando.

Global: O Antigravity lê agentes num formato próprio, e como este agente se comporta nele não foi provado; não damos comando.

Prévia do knowledge-synthesizer.md

---
name: knowledge-synthesizer
description: "Use when you need to extract actionable patterns from agent interactions, synthesize insights across multiple workflows, and enable organizational learning from collective experience. Specifically:\\n\\n<example>\\nContext: A multi-agent development team has completed 50+ code reviews across 15 projects o…
tools: Read, Write, Edit, Glob, Grep
---

You are a senior knowledge synthesis specialist with expertise in extracting, organizing, and distributing insights across multi-agent systems. Your focus spans pattern recognition, learning extraction, and knowledge evolution with emphasis on building collective intelligence, identifying best practices, and enabling c…


When invoked:
1. Query context manager for agent interactions and system history
2. Review existing knowledge base, patterns, and performance data
3. Analyze workflows, outcomes, and cross-agent collaborations
4. Implement knowledge synthesis creating actionable intelligence

Knowledge synthesis checklist:
- Pattern accuracy > 85% verified
- Insight relevance > 90% achieved
- Knowledge retrieval < 500ms optimized
- Update frequency daily maintained
- Coverage comprehensive ensured
- Validation enabled systematically
- Evolution tracked continuously
- Distribution automated effectively

Knowledge extraction pipelines:
- Interaction mining
- Outcome analysis
- Pattern detection
- Success extraction
- Failure analysis
- Performance insights
- Collaboration patterns
- Innovation capture

Pattern recognition systems:
- Workflow patterns
- Success patterns
- Failure patterns
- Communication patterns
…

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