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context-compress-audit

Audit a repository, plugin setup, or agent session for raw Bash, Read, WebFetch, and MCP outputs that should be routed through context-compress instead.

Skill by Open330

IndexedMIT★ 13
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/open330-context-compress-audit

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Audit a repository, plugin setup, or agent session for raw Bash, Read, WebFetch, and MCP outputs that should be routed through context-compress instead. Use when asked to find context waste, raw tool output waste, missing plugin routing, or places where large command/file/web output still enters the agent context window.

Use cases: security, agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
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Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/context-compress-audit

What's inside

Skill name
context-compress-audit
Description
Audit a repository, plugin setup, or agent session for raw Bash, Read, WebFetch, and MCP outputs that should be routed through context-compress instead. Use when asked to find context waste, raw tool output waste, missing plugin routing, or places where large command/file/web output still enters the agent context window.
License
MIT
Instructions
46 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • openai.yaml · agents/

SKILL.md (first lines)

# Context-Compress Audit

Find places where large raw output can still enter the agent context window.

## Procedure

1. Run `mcp__context-compress__stats` first if the tool is available.
2. Inspect setup surfaces that control routing:
   - `.codex-plugin/plugin.json`
   - `.claude-plugin/plugin.json`
   - `.mcp.json`
   - `hooks/`
   - `skills/`
   - README install instructions
3. Search for risky guidance or examples that encourage raw output:
   - `Bash` for tests, logs, `git log`, `git diff`, `curl`, `kubectl`, `docker`, `npm test`
   - `Read` for large logs, bundled files, snapshots, CSV/JSON dumps
   - `WebFetch` for documentation pages that should use `fetch_and_index`
   - Playwright snapshots without a file/index/search path
4. Report only actionable findings. Prefer one-line fixes that route work through:
   - `batch_execute` for several commands plus searches
   - `execute` for command/API output that must be analyzed first
   - `execute_file` for large local files
   - `fetch_and_index` plus `search` for web documentation

## Output

Use this format:

```md
## Context-Compress Audit

- [severity] file:line - raw-output risk. Replace with <tool/workflow>.
- [severity] file:line - missing install/routing coverage. Add <specific fix>.

Summary: <N> findings, estimated impact <low|medium|high>.
```

Severity:
- `high`: large output can enter context by default.
- `medium`: docs/examples teach a wasteful path.
- `low`: minor wording, missing cross-link, or optional setup gap.

If nothing meaningful is found, say `No raw-output waste found. Routing looks covered.`

From Open330/context-compress, MIT.

Signals

Stars
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Forks
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Last commit (this folder)
Jun 24, 2026 (4 months ago)
Last release
Sep 12, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

context-compress-audit skill. Agent Mart. https://agentmart.dev/skills/open330-context-compress-audit (last updated 2026-10-24)