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APPM: Atlas-Parallel Project Management

Name: APPM: Atlas-Parallel Project Management
Author: hanchunlee

作者 hanchunlee · GitHub ↗ · v2.2.0 · MIT-0

cross-platform ⚠ suspicious

123

总下载

当前安装

版本数

在 OpenClaw 中安装

/install appm

功能描述

Manages AI Agent project memories by creating and updating .openclaw/MISSION.md and SNAPSHOT.md for parallel project progress tracking.

使用说明 (SKILL.md)

APPM - Atlas-Parallel Project Management

1. 簡介 (Description)

appm (Atlas-Parallel Project Management) 是一套為 AI Agent 設計的「並行專案記憶管理系統」。它透過在每個專案目錄下建立 .openclaw/ 資料夾，並維護 MISSION.md 與 SNAPSHOT.md 等核心快照文件，解決了 LLM 在多專案並行切換時遺失進度、架構與決策背景的問題。

2. 核心機制 (Core Mechanism)

A. [專案定錨] - 記憶恢復 (Memory Restoration)

當 Agent 進入一個包含 .openclaw/ 的目錄時，必須強制讀取：

MISSION.md：理解該專案的終極目標與目前的里程碑進度。
SNAPSHOT.md：獲取最新的執行快照、代碼路徑與「下一步行動 (Next Action)」。

B. [狀態更新] - 快照義務 (Snapshot Obligation)

在以下情境下，Agent 應主動提議或更新 SNAPSHOT.md：

重大里程碑達成：例如完成了一個核心功能的開發或修復。
架構變動：檔案路徑更名、API 介面異動。
專案切換或重置前：在切換到另一個專案或執行 /new 指令前，主動更新進度快照。

3. 目錄規範 (Directory Standard)

[project-root]/
└── .openclaw/
    ├── MISSION.md      # 專案使命與里程碑 (Long-term)
    ├── SNAPSHOT.md     # 最新狀態快照 (Episodic)
    ├── DECISION_LOG.md # 重大決策歷史 (Log)
    └── ARCHITECTURE.md # 核心架構與組件說明 (Design)

4. 使用方式 (Usage)

A. 指令與工作流

/newproject: 啟動雙軌初始化通道。Atlas 會詢問專案路徑、模式（標準/模糊）並引導完成定錨。
openclaw appm init [project_path]: 快速初始化標準目錄結構。
openclaw appm snapshot: 由 Agent 自動執行對話摘要並更新 SNAPSHOT.md。
openclaw appm status: 顯示全域專案權重與儀表板。

B. 核心指紋與權重

系統會自動追蹤對話關鍵字，並更新 data/appm_registry.json 中的權重。權重最高的專案將在下次重啟時自動加載。

Powered by Atlas & OpenClaw Community

安全使用建议

This package is not clearly fraudulent, but it contains inconsistencies you should resolve before trusting it. Steps to take before installing/using: 1) Inspect the included files (scripts/*.py and templates) to confirm behavior — they run locally and only read/write .openclaw files and ~/.openclaw workspace. 2) Open ~/.openclaw/workspace/data/appm_registry.json (if it exists) and inspect its contents and referenced project paths — it may point to arbitrary directories. 3) Note missing pieces claimed in docs (appm_tracker.py, atlas_bootstrap.py, appm_init_dual.py, and the 'openclaw appm' CLI): ask the author or vendor how those features are provided. 4) Test in a sandbox or non-critical environment first; back up any .openclaw folders you care about. 5) If you plan to allow autonomous agent invocation, be aware the agent could run these Python scripts and modify files under your home directory and project folders; limit privileges and monitor file changes. If the author cannot explain the doc/code mismatches or provide the missing scripts, treat the skill as untrusted.

功能分析

Type: OpenClaw Skill Name: appm Version: 2.2.0 The APPM (Atlas-Parallel Project Management) skill bundle is a legitimate tool designed to help AI agents maintain project context across sessions. The scripts (scripts/init.py, scripts/appm_recall.py, and scripts/appm_update_weights.py) perform standard file operations, such as initializing directory structures and managing a local JSON registry for project metadata, without any evidence of malicious intent, data exfiltration, or unauthorized execution.

能力评估

ℹ Purpose & Capability

The declared purpose (project snapshot/mission management) aligns with the included scripts (init.py, appm_recall.py, appm_update_weights.py) and templates. However README/SKILL.md mention additional tooling and features (appm_tracker.py, atlas_bootstrap.py, appm_init_dual.py, an 'openclaw appm' CLI, and a background tracker) that are not present in the bundle — a documentation vs. implementation mismatch.

⚠ Instruction Scope

SKILL.md instructs the agent to 'must force read' .openclaw/MISSION.md and SNAPSHOT.md and to update snapshots on milestones — which is within expected scope. But instructions also claim background auto-execution and dynamic tracking (automatic keyword tracking, boot-time anchoring) and reference data/appm_registry.json without clarifying the registry path; the actual scripts use ~/.openclaw/workspace/data/appm_registry.json. The SKILL.md/README promise features not implemented by the included scripts, creating ambiguity about what the agent will actually execute.

ℹ Install Mechanism

No install spec (instruction-only) — lowest install risk. But the bundle includes runnable Python scripts; without an install step these files will simply be present and can be executed by the agent or user. There are no network downloads or obfuscated installers in the package.

ℹ Credentials

The skill requests no environment variables or external credentials. The scripts read and write files under the user's home (~/.openclaw/workspace/data/appm_registry.json and LOGBOOK.md) and project .openclaw directories — this is proportionate to the stated purpose, but those home-registry files could contain paths or metadata referencing arbitrary project directories, so they should be reviewed before use.

✓ Persistence & Privilege

The skill does not request 'always:true' and does not modify other skills or system-wide agent settings. It does write to its own data paths (home workspace and project .openclaw), which is expected for persistence.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install appm
安装完成后，直接呼叫该 Skill 的名称或使用 /appm 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v2.2.0

Fix Telegram blocking issue by optimizing proactive reporting and adding Reboot Reflection feature.

v1.1.0

feat: dynamic weight anchoring system (kw-001 evolution)

v1.0.0

Initial release of APPM for Atlas-Parallel Project Management.

元数据

Slug appm

版本 2.2.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 3

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