Skill 与 AgentSKILLS & AGENTS· MCP-SERVER
TOMC
ZipengWu365/TOMC
在本地压缩上下文，为编码助手保留任务记忆，跨会话保持项目状态。CPU context compression that keeps your project memory intact when switching AI coding assistants.
根据公开文档整理，未运行实测；费用以项目官网为准。Based on public documentation, without runtime testing. Check the project site for pricing.
- 适用平台Platforms
- claude-code · claude-desktop · codex · vscode
- 已识别的要求Documented requirements
- Local runtime
- 许可LICENSE
- MIT
能力CAPABILITIES
它能帮你做成什么What it helps you do
- 01
压缩对话历史，节省长度
- 02
跨聊天保存和回忆项目笔记
- 03
切换编程助手时保留项目记录
- 04
在本地压缩对话历史，不需额外费用
- 01
Save project notes with a custom name using remember_memory
- 02
Recall saved constraints and unfinished work with recall_memory
- 03
Prepare context from external history for a new task
- 04
Switch AI assistants without losing your project notes
- 05
Compress long context on CPU before sending to your LLM
上手GET STARTED
怎么装How to install
/plugin marketplace add ZipengWu365/TOMC选择与你的环境对应的方式。命令来自项目文档，未运行实测。Choose the option for your environment. Commands come from project documentation and have not been run-tested.
使用限制LIMITATIONS
限制与风险Limits and risk
以下要求与风险来自文档静态检查，未执行项目代码；扫描没有命中，不代表使用安全。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.
限制LIMITS
未知Unknown
- 01需要 API KeyREQUIRES API KEY
- 未在文档中发现Not found in the docs
- 02需要本地环境NEEDS LOCAL RUNTIME
- 是Yes
- 03需要 DockerNEEDS DOCKER
- 未在文档中发现Not found in the docs
- 04难度DIFFICULTY
- 需要本地环境Needs a local runtime
- 05许可LICENSE
- MITMIT
- 06阶段STAGE
- 快速增长Growing fast
- 创建于 06 OCT 2026Created 06 OCT 2026
静态扫描STATIC SCAN
在 README、SKILL.md 和依赖清单中没有匹配到已知风险模式。No known risk patterns matched in the README, SKILL.md or dependency list.
静态扫描未发现明显风险，但不代表安全The static scan found no obvious risk patterns, but that doesn't prove the code is safe.
项目动态PROJECT ACTIVITY
它现在处在什么位置Where it stands right now
首次发现FIRST SEEN
16 OCT 202616 OCT 2026
增长GROWTH
+1045.0%+1045.0%
20 → 229 stars · 9 个快照20 → 229 stars · 9 snapshots
状态STATUS
快速增长Growing fast
质量 AQuality A
项目近7天有57次提交，开发活跃，功能快速迭代。Runs on CPU, no GPU or additional API key required
PROVENANCE · 这些结论的依据是什么Where these conclusions come from
- 来源 URLSource URL
- https://github.com/ZipengWu365/TOMC
- 原始数据哈希Raw data hash
- 4eee9b87a0d05a7efe963b36c977dc4d
- 解析时间Parsed at
- 2026-10-24T23:50:07.476Z
- 最后一次验证Last verified
- 2026-10-24T22:13:05.655Z
- 增长测量时间Growth measured
- 2026-10-25T00:17:21.055Z
- 发现查询Discovery queries
- focus:token:repo:context-compression, focus:token:repo:topic-token-optimization
- 分类来源Category source
- rules
- 焦点Focus
- token (12)
完整解析证据 JSONFull parse evidence JSON
{
"agents": [
{
"agent": "claude-code",
"evidence": "tree: .claude-plugin/"
},
{
"agent": "claude-desktop",
"evidence": "readme: …, TRAE, Tencent WorkBuddy and Claude Desktop through local MCP. Savings de…"
},
{
"agent": "codex",
"evidence": "readme: …_tips.md#reuse-notebooks). **Codex CLI: install the plugin and verif…"
},
{
"agent": "vscode",
"evidence": "readme: …Start a new session or reload VS Code and check `/mcp` for `plugin:…"
}
],
"apiKey": null,
"docker": null,
"taxonomy": {
"scores": {
"design": 0,
"ai-tools": 3,
"dev-tools": 0,
"indie-web": 0,
"skill-agent": 7,
"productivity": 6
},
"primary": "skill-agent",
"secondary": "mcp-server"
},
"localRuntime": "o additional model API key or GPU. **The host manages the active chat.**",
"skillMdTotal": 1,
"skillMdErrors": [],
"treeTruncated": false,
"categoryScores": {
"data": 5,
"agent": 0,
"media": 0,
"design": 0,
"browser": 0,
"devtool": 0,
"security": 0,
"marketing": 0,
"productivity": 0
},
"classification": [
{
"signal": "1 SKILL.md with name + description",
"weight": 0.95
},
{
"signal": "python dependency on mcp / fastmcp + MCP framing",
"weight": 0.8
},
{
"signal": "Claude Code plugin manifest",
"weight": 0.7
},
{
"signal": "MCP topic + README",
"weight": 0.6
},
{
"signal": "description mentions AI",
"weight": 0.2
}
],
"scannedSources": [
"readme",
"plugins/codex/skills/tomc-memory/SKILL.md"
],
"skillMdFetched": 1
}