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ctxCTX 搜索

Agent Skill

ctx 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 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

588

周安装

25

GitHub Stars

公开资料未说明

下载量

206
CodexClaudeCursorGemini CLI

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

unknown

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:ctx(CTX 搜索)
来源仓库:https://github.com/cygnusfear/agent-skills
仓库路径:skills/ctx
安装命令:
npx skills add https://github.com/cygnusfear/agent-skills --skill ctx
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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/cygnusfear/agent-skills --skill ctx

简介

ctx 技能引导 Agent 全面理解当前仓库上下文,优先检索历史对话与决策记录。

  • 适用于接手新项目或延续先前工作的场景,确保行为一致性。
  • 调用 Total Recall 工具获取最近讨论内容、问题定义与技术选型依据。
  • 通过 npx skills add 部署,依赖记忆插件已启用且索引包含相关会话数据。
  • 若未找到上下文,应主动询问用户补充背景信息而非假设默认值。

SKILL.md

Contextualize

You need to fully contextualize yourself in this repository before doing any work.

Step 1: Search Total Recall

First, search Total Recall for relevant context about this project. Use whichever tool name is available:

# Claude Code:
mcp__plugin_totalrecall_memory-total-recall__synthesis_search({
  query: "project name/key terms recent work decisions made",
  max_results: 15
})

# Codex/other:
totalrecall.synthesis_search({
  query: "project name/key terms recent work decisions made",
  max_results: 15
})

Look for:

  • Recent conversations about this project
  • Decisions that were made
  • Problems that were solved
  • Patterns established
  • Gotchas discovered

Step 2: Delegate Oracle for Deep Context

Delegate an Oracle worker for deep context gathering:

teams(action: 'delegate', tasks: [{
  text: 'Contextualize yourself deeply in this repository. [see investigation checklist below]',
  assignee: 'oracle'
}])

If teams is not available, perform the investigation yourself directly.

Investigation Checklist

Whether delegated to Oracle or done directly, cover these areas:

  1. Project Identity

- Read AGENTS.md, README.md, package.json (or equivalent) - What is this project? What does it do? - What are the core technologies and patterns? - What are the established conventions?

  1. Current Work Status

- Check for active plan tickets (tk list --tag plan) - Check for pending work tickets (tk list) - Check git status and recent commits (git log -10 --oneline) - What was being worked on? What's in progress?

  1. Decision History

- Check for decision tickets (tk list --tag decision) - What major decisions have been made? - What constraints exist from past choices?

  1. Architecture Overview

- Map the key directories and their purposes - Identify core modules/services - Understand the data flow

  1. Pain Points & Context

- Look for TODOs, FIXMEs, HACKs in code - Check for any KNOWN_ISSUES or TROUBLESHOOTING docs - Identify technical debt markers

Deliverable Format

## Project Summary
[What this is, in 2-3 sentences]

## Current Status
- Active work: [what's in progress]
- Blocked items: [if any]
- Recent changes: [last few commits summary]

## Key Decisions to Remember
- [Decision 1]
- [Decision 2]

## Established Patterns
- [Pattern 1]: [where/how used]
- [Pattern 2]: [where/how used]

## Conventions & Constraints
- [Convention from AGENTS.md]
- [Technical constraint]

## Recommended Next Steps
Based on current state, suggest what to focus on.

Step 3: Synthesize and Report

After gathering context from memory and investigation:

  1. Summarize the key findings for the user
  2. Highlight anything that seems urgent or blocked
  3. Confirm understanding of current priorities
  4. Ask if there's specific context you're missing

When to Use This Command

  • Starting a new session on a project
  • Returning to a project after time away
  • Before making significant changes
  • When feeling uncertain about project state
  • After another developer has made changes

Remember: Context prevents mistakes. Take the time to understand before acting.

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

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

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

Codex

38.42%
按下载量换算79

Claude

32.12%
按下载量换算66

Cursor

17.97%
按下载量换算37

Gemini CLI

8.87%
按下载量换算18

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

external-service

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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

继续浏览同类 Skills