context-management SKILL.md skillC

context-management from a5c-ai/babysitter is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add a5c-ai/babysitter/context-management@git:20260601.da7723a

Pins git:20260601.da7723a in mdr.lock. Pin the fingerprint instead.

Audit grade
C, 15 of 17 checks passed
Kind
SKILL.md skill
Repository
a5c-ai/babysitter
Path
library/methodologies/ccpm/skills/context-management/SKILL.md
Versions recorded
4
Latest version
git:20260601.da7723a, committed Jun 1, 2026
First version recorded
Mar 25, 2026
Size
1,381 bytes
Repository stars
1,891
License
MIT

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 Management

Project context loading, isolation, and persistent state management across CCPM sessions.

## Capabilities
- Load project context from .claude/ directory structure
- Maintain persistent context across sessions (PRD, epic, task states)
- Isolate agent contexts per work stream
- Context handoff between phases
- Session state recovery

## Context Sources
```
.claude/
  prds/              # PRD documents
  epics/             # Epic and task documents
  agents/            # Agent definitions
  context/           # Project-wide context
  commands/          # Command definitions
  rules/             # Reference rules
```

## Context Flow
1. **Phase 1** (PRD): Loads project description, creates PRD context
2. **Phase 2** (Epic): Loads PRD, creates architecture context
3. **Phase 3** (Tasks): Loads PRD + Epic, creates task context
4. **Phase 4** (Sync): Loads all artifacts, syncs to GitHub
5. **Phase 5** (Exec): Loads stream-specific context per agent

## Isolation
Each parallel agent receives only the context relevant to its stream, preventing context pollution and keeping agents focused.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add a5c-ai/babysitter/context-management@sha256:b3fdcca4734ee85b

The line at the top of this page pins the label git:20260601.da7723a, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ry4crgnirpodtbjo.svg)](https://markdownregistry.com/a/art_ry4crgnirpodtbjo)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Mar 25, 2026 and Jun 1, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
git:20260601.da7723a latest2026-06-01 da7723a 1,381 BC view · diff
git:20260507.8dfdcb42026-05-07 8dfdcb4 1,415 BC view · diff
git:20260507.56f011d2026-05-07 56f011d 1,213 BC view · diff
git:20260325.a6b3a882026-03-25 a6b3a88 1,120 BC view

Audit of the latest version

C  15 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: Frontmatter declares a name
  • fail: Frontmatter declares a description
  • pass: Frontmatter block present
  • pass: Size between 200 bytes and 200 KB (1381 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

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

a5c-ai/babysitter · 1,891 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ry4crgnirpodtbjo
GET https://markdownregistry.com/api/v1/resolve?ref=a5c-ai/babysitter/context-management
GET https://markdownregistry.com/api/v1/blob/b3fdcca4734ee85bd92166a1cd7bf7b12816407ab3621bb4f96041df58baf43f

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.

More from a5c-ai/babysitter

assimilate-popular-workflows SKILL.md skill
a5c-ai/babysitter · .claude/skills/assimilate-popular-workflows/SKILL.md · This skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover…
git:20260607.b14b456 · audit A · 1,891 stars
babysit-babysitter-issues SKILL.md skill
a5c-ai/babysitter · .claude/skills/babysit-babysitter-issues/SKILL.md · This skill should be used when the user asks to "babysit issues", "work on assigned issues", "check a5c-agent issues"…
git:20260405.b203853 · audit A · 1,891 stars
catalog-babysitter-users SKILL.md skill
a5c-ai/babysitter · .claude/skills/catalog-babysitter-users/SKILL.md · Discover public GitHub repositories that import defineTask from @a5c-ai/babysitter-sdk and maintain a deduplicated…
git:20260412.50978ad · audit A · 1,891 stars
fix-failing-pipelines SKILL.md skill
a5c-ai/babysitter · .claude/skills/fix-failing-pipelines/SKILL.md · This skill should be used when the user asks to "fix pipelines", "fix CI", "check staging pipelines", "fix failing…
git:20260405.8e12d42 · audit A · 1,891 stars
process-builder SKILL.md skill
a5c-ai/babysitter · .claude/skills/process-builder/SKILL.md · Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the…
git:20260602.7530e23 · audit A · 1,891 stars
retrospect-external-babysitter-run SKILL.md skill
a5c-ai/babysitter · .claude/skills/retrospect-external-babysitter-run/SKILL.md · For a repository in the babysitter-users catalog, locate its babysitter processes and any committed runs…
git:20260412.82342d6 · audit A · 1,891 stars
babysit SKILL.md skill
a5c-ai/babysitter · .codex/skills/babysit/SKILL.md · Orchestrate via @babysitter. Use this skill when asked to babysit a run, orchestrate a process or whenever it is called…
git:20260528.95a7c5d · audit A · 1,891 stars
AGENTS.md AGENTS.md file
a5c-ai/babysitter · AGENTS.md
git:20260602.ef3cb8f · audit A · 1,891 stars
CLAUDE.md CLAUDE.md file
a5c-ai/babysitter · CLAUDE.md
git:20260602.ef3cb8f · audit A · 1,891 stars
agent-dispatch SKILL.md skill
a5c-ai/babysitter · library/methodologies/automaker/skills/agent-dispatch/SKILL.md
git:20260601.da7723a · audit C · 1,891 stars
code-review-gate SKILL.md skill
a5c-ai/babysitter · library/methodologies/automaker/skills/code-review-gate/SKILL.md
git:20260601.da7723a · audit C · 1,891 stars
feature-intake SKILL.md skill
a5c-ai/babysitter · library/methodologies/automaker/skills/feature-intake/SKILL.md
git:20260601.da7723a · audit C · 1,891 stars

Every file in a5c-ai/babysitter

Other files named context-management

context-management SKILL.md skill
jnpiyush/agentx · .github/skills/ai-systems/context-management/SKILL.md · Manage LLM context windows efficiently. Use when implementing context compaction, conversation summarization, token…
v1.0.0 · audit A · 18 stars
context-management SKILL.md skill
rysweet/amplihack-rs · amplifier-bundle/skills/context-management/SKILL.md · Proactive context window management via token monitoring, intelligent extraction, and selective rehydration. Features…
v3.1.0 · audit A · 13 stars
context-management SKILL.md skill
rysweet/amplihack-rs · docs/claude/skills/context_management/SKILL.md · Proactive context window management via token monitoring, intelligent extraction, and selective rehydration. Use when…
v2.0.0 · audit A · 13 stars
context-management SKILL.md skill
brunob54/superpowers-orchestrator · skills/context-management/SKILL.md · Use in long or noisy sessions to persist durable state across session boundaries via state.md. Also generates…
git:20261008.473e04a · audit A · 3 stars

Browse by kind, by grade C, or by owner.