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Agent Skill · 研究检索

agents-project-memory(Agent 项目记忆)

agents-project-memory 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。

agents-project-memory 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 36,764。

总安装 1,862周安装 80GitHub Stars 60下载 653核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

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:agents-project-memory(Agent 项目记忆)
来源仓库:https://github.com/vasilyu1983/ai-agents-public
仓库路径:skills/agents-project-memory
安装命令:
npx skills add https://github.com/vasilyu1983/ai-agents-public --skill agents-project-memory
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/vasilyu1983/ai-agents-public --skill agents-project-memory

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

agents-project-memory 配置项目记忆以稳定跨会话的代理指令,降低令牌开销。推荐使用 AGENTS.md 为主文件并通过 symlink 关联 CLAUDE.md,实现统一维护。支持组织级策略与项目级规则的分离管理,提升大型团队协作效率。涉及符号链接和文件同步,需确认操作系统对软连接的支持情况。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/agents-project-memory

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/vasilyu1983/ai-agents-public --skill agents-pr…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

agents-project-memory 怎么安装?

在终端执行 npx skills add https://github.com/vasilyu1983/ai-agents-public --skill agents-project-memo…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

agents-project-memory 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

agents-project-memory 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

agents-project-memory 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

agents-project-memory 用的人多吗?

公开数据是累计安装 1,862 次,近一周安装 80 次,下载 653 次,GitHub 60 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

agents-project-memory 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
agents-project-memory

Agent 项目记忆 · 本页

1,86260需要联网未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Project Memory for Claude Code + Codex (Jan 2026)

Configure project memory so Claude Code and Codex get stable, scoped instructions across sessions while keeping token cost low. Use a single source of truth: keep AGENTS.md as primary and symlink CLAUDE.md to it.

Quick Reference

Memory TypeTypical LocationPurpose
Managed policyOS-dependent (see official docs)Organization-wide standards (security, compliance)
Project memory./AGENTS.md (primary) + ./CLAUDE.md (symlink → AGENTS.md)Shared project context and conventions
Project rules./.claude/rules/*.mdModular, topic-focused rules (testing, security, style)
User memory~/.claude/CLAUDE.mdPersonal preferences across projects
Project memory (local)./CLAUDE.local.md (git-ignored)Local-only, project-specific preferences

How Loading Works (High Level)

Claude Code (CLAUDE.md symlink):

  • Recursive loading: from the current working directory up to (but not including) filesystem root (/).
  • On-demand loading: nested CLAUDE.md files under the cwd are loaded only when Claude reads files in those subtrees.
  • Imports: @path/to/file pulls in additional context (max depth: 5; ~ supported).

Codex (AGENTS.md primary):

  • Reads AGENTS.md in the repo root or working directory.
  • Keep it concise; mirror the same content as CLAUDE.md when supporting both tools.

Workflow (Best Practice)

  1. Start with a minimal primary memory file (AGENTS.md, 50–120 lines): what the project is, how it's shaped, and the "must not break" rules.
  2. Move long or fragile guidance into .claude/rules/ (one topic per file).
  3. Use @imports as navigation for detailed docs instead of copying them into memory.
  4. Treat memory like code: PR review, ownership, and periodic cleanup (remove dead rules).
  5. For UI changes, confirm the specific values (colors, prices, text) before starting implementation to avoid rework.
  6. For feature delivery, prefer one worktree per feature, run project quality gates, then open one focused PR.

Execution Workflow (Worktree + Gate + PR)

When repositories include a workflow script (for example scripts/git/feature-workflow.sh), prefer this sequence for AI coding sessions:

# 1) Create isolated branch/worktree
./scripts/git/feature-workflow.sh start <feature-slug>
cd .worktrees/<feature-slug>

# 2) Implement + commit
git add -A
git commit -m "feat: <summary>"

# 3) Run project quality gate (example)
../../scripts/git/feature-workflow.sh gate

# 4) Open PR (gate may run again)
../../scripts/git/feature-workflow.sh pr --title "feat: <summary>"

If no helper script exists, use native git worktrees and apply the same policy:

  • one feature per worktree
  • one focused PR per feature
  • run repo-specific gate(s) before PR creation

Rules With Optional Path Scope

Create .claude/rules/testing.md, .claude/rules/security.md, etc. If a rule only applies to a slice of the repo, scope it:

---
paths:
  - "src/api/**/*.ts"
---

Commands (Claude Code)

  • > /memory to view and directly edit memories.
  • > /init to bootstrap project memory (see official docs for current behavior).

Commands (Codex)

  • Edit AGENTS.md directly; no special memory command is required.

Cross-Platform Strategy (AGENTS.md + CLAUDE.md)

If you support multiple coding assistants, keep one canonical file and mirror it:

  • macOS/Linux: CLAUDE.md should be a symlink to AGENTS.md.
  • Windows: prefer copying (or a small sync script) over symlinks unless Developer Mode is enabled.

Avoid tool-specific claims in the memory file; keep it portable and strictly project-focused.

Token-Budget Profile for Project Memory

When sessions repeatedly include very large memory payloads, apply this compact profile.

Compact Profile Rules

  1. Keep AGENTS.md short (target 50-120 lines).
  2. Move long catalogs/checklists to skill docs and reference them by path.
  3. Keep one canonical policy statement per topic; link instead of repeating.
  4. Prefer "read-on-demand" instructions over embedding full inventories in every session.
  5. Maintain a short runtime memory and a fuller reference doc when needed.

Suggested Split

  • AGENTS.md (runtime): project goal, hard constraints, workflow rules, critical safety constraints.
  • docs/* or skill references: long lists, examples, optional playbooks, large inventories.

Quality Gate

If startup memory exceeds practical context budgets, trim before adding new rules.

Validation (Fast Checks)

  • Run the bundled linter: bash frameworks/shared-skills/skills/agents-project-memory/scripts/lint_claude_memory.sh.
  • Manually scan for unresolved @imports and secrets before merging memory changes.

Resources

ResourcePurpose
references/memory-patterns.mdPatterns and anti-patterns
references/memory-examples.mdFull examples by stack
references/large-codebase-strategy.md100K–1M LOC strategy
data/sources.jsonOfficial links

Related Skills

SkillPurpose
agents-skillsSkill creation patterns
agents-subagentsAgent/subagent setup
docs-codebaseRepo documentation patterns

Fact-Checking

  • Use web search/web fetch to verify current external facts, versions, pricing, deadlines, regulations, or platform behavior before final answers.
  • Prefer primary sources; report source links and dates for volatile information.
  • If web access is unavailable, state the limitation and mark guidance as unverified.

平台分布

Codex

37.88%
按下载量换算247

Claude

29.66%
按下载量换算194

Cursor

17.73%
按下载量换算116

Gemini CLI

8.26%
按下载量换算54

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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。目前只有一个公开来源,建议同时核对源仓库。

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