context-lifecycle SKILL.md skillA
context-lifecycle from hashgraph-online/awesome-codex-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hashgraph-online/awesome-codex-plugins/context-lifecycle@git:20260512.6523792Pins git:20260512.6523792 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hashgraph-online/awesome-codex-plugins
- Path
plugins/Colin4k1024/tsp/skills/context-lifecycle/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260512.6523792, committed May 12, 2026
- Size
- 6,962 bytes
- Repository stars
- 1,537
- License
- Apache-2.0
上下文生命周期管理总览：四层记忆架构（L0-L3）、任务阶段感知、 渐进压缩策略、按需召回与四分区预算模型。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Context Lifecycle Skill
管理 Claude Code 长时多轮任务中的上下文生命周期，避免压缩导致关键细节丢失。
## 架构概览
```
┌──────────────────────────────────────────────────────┐
│ 上下文窗口 (200K tokens) │
│ │
│ ┌──────────┐ ┌──────────┐ ┌────────────┐ ┌────────┐ │
│ │ System │ │ Ledger │ │ Working │ │ Buffer │ │
│ │ (10%) │ │ (10%) │ │ (65%) │ │ (15%) │ │
│ │ protected │ │ protected│ │ 主工作区 │ │ 溢出区 │ │
│ └──────────┘ └──────────┘ └────────────┘ └────────┘ │
└──────────────────────────────────────────────────────┘
↕ 渐进压缩 ↕ 按需召回
┌──────────────────────────────────────────────────────┐
│ L1: 摘要 + L2 引用 → L2: 全文归档 (索引) │
│ (替换 L0 原文) (~/.claude/memory/) │
│ │
│ L3: 项目记忆 (跨会话) → docs/memory/ + Phase Ledger │
└──────────────────────────────────────────────────────┘
```
## 四层记忆模型
| 层级 | 名称 | 位置 | 内容 | 生命周期 |
|------|------|------|------|----------|
| L0 | 工作记忆 | 上下文窗口 | 当前对话、工具结果、代码 | 当前会话 |
| L1 | 摘要记忆 | 上下文窗口 (替换 L0) | 压缩摘要 + L2 归档引用 | 当前会话 |
…Read the whole file at its exact version.
How to install
mdr add hashgraph-online/awesome-codex-plugins/context-lifecycle@sha256:876121d23ec9fa6cThe line at the top of this page pins the label git:20260512.6523792, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_lo3nc6k4vwhro6yz)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 12, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6962 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hashgraph-online/awesome-codex-plugins · 1,537 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lo3nc6k4vwhro6yz GET https://markdownregistry.com/api/v1/resolve?ref=hashgraph-online/awesome-codex-plugins/context-lifecycle GET https://markdownregistry.com/api/v1/blob/876121d23ec9fa6c062ae824e7f75bdd1327e5571b84d05af5ca4f142d4d8d6a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.