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synthesizesynthesize 搜索

Agent Skill

synthesize 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

22,717

周安装

928

GitHub Stars

2

下载量

7,276
OpenClaw

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:synthesize(synthesize 搜索)
来源仓库:https://github.com/ivangdavila/synthesize
安装命令:
openclaw skills install synthesize
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install synthesize

简介

synthesize 整合多个信息源生成统一见解,支持冲突解决与覆盖验证。

  • 适用于研究、综述撰写或多文档比对场景。
  • 强调溯源追踪,避免合成虚构结论误导决策。
  • 安装命令:openclaw skills install synthesize;需输入源文件列表与合并策略。
  • 建议人工复核关键主张,确保逻辑连贯与证据充分。

SKILL.md

name
Synthesize
description
Combine multiple sources into unified insights with source tracking, conflict resolution, and coverage verification.

Core Principle

Synthesis fails when sources contradict silently or coverage has gaps. Track everything, resolve conflicts explicitly.

Protocol

Gather → Map → Extract → Reconcile → Synthesize → Verify

1. Gather

Inventory all sources with metadata:

| # | Source | Type | Date | Credibility | Scope |

Flag: outdated sources, conflicting authority levels, coverage gaps.

2. Map

Identify themes across sources. Build overlap matrix:

  • Which sources cover which themes?
  • Where do sources agree/disagree?
  • What's covered by only one source?

3. Extract

Per source, pull: key claims, evidence, unique insights.

Tag each extraction with source number. Nothing unattributed.

4. Reconcile

For conflicts:

  • Note the disagreement explicitly
  • Weight by: recency, authority, evidence quality
  • Choose position OR present both with reasoning

Never silently pick one. Conflicts = valuable signal.

5. Synthesize

Merge extractions into unified narrative:

  • Lead with consensus (N sources agree)
  • Surface tensions (A says X, B says Y because...)
  • Highlight unique insights (only source 3 mentions...)

6. Verify

Coverage check before delivering:

  • [ ] All sources represented
  • [ ] No theme dropped
  • [ ] Conflicts addressed
  • [ ] Gaps acknowledged

Output Format

📚 SOURCES: [count] ([types breakdown])
🎯 SYNTHESIS: [unified narrative]
⚡ KEY INSIGHTS: [bulleted, with source attribution]
⚠️ TENSIONS: [conflicts and resolution reasoning]
🕳️ GAPS: [what wasn't covered, needs more research]

Decline When

Sources too heterogeneous, scope undefined, or time insufficient for proper reconciliation.

References: source-types.md, conflict-resolution.md, coverage-matrix.md

适合场景

01

OpenClaw 用户查找和安装 Skill 时

02

用户想查找某类 Agent Skill 时

03

需要根据任务场景推荐可安装能力包时

04

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

OpenClaw

97.17%
按下载量换算7,070

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

未展示

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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