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AI/ML · Advanced pack

Context Window Cartographer

Reshape sprawling repositories and briefs into stable context lanes, memory checkpoints, and retrieval boundaries for long-horizon agent work.

CodexClaude CodeKimi Codeorchestrator-mcp
Open pack on GitHubBack to catalog

Best use case

Use Context Window Cartographer when you need to reshape sprawling repositories and briefs into stable context lanes, memory checkpoints, and retrieval boundaries for long-horizon agent work, especially when the work is driven by context window and prompt budget.

Trigger signals

context windowprompt budgetmemory checkpointretrieval boundary

Validation hooks

verify_context_coverageverify_text_unchanged

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show context-window-cartographer

Use

orchestrator-mcp skills export context-window-cartographer --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/context-window-cartographer ./your-agent-skills/context-window-cartographer
# or open skills/context-window-cartographer/SKILL.md in a markdown-first client

File patterns

**/*.md**/*.ts**/*.py**/docs/**

Model preferences

Related skills

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Apache-2.0 licensedUse it, fork it, redistribute it. No strings attached.Safety-first by designSecret redaction, release scanning, and no shell execution. Constraints are public.GitHub nativeEvery pack is a real folder. Fork, edit, PR. No hidden backend or proprietary pipeline.