Sync ctx 9ecbf5e
Browse filesGitHub commit: 9ecbf5e8bf558dc7a235251c1b12936f0857017b
- README.md +4 -4
- docs/index.md +3 -4
- docs/skill-router/index.md +1 -2
README.md
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[](LICENSE)
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[](https://python.org)
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[](https://pypi.org/project/claude-ctx/)
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[](https://stevesolun.github.io/ctx/catalog/?type=skill)
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[](https://stevesolun.github.io/ctx/catalog/?type=agent)
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[](https://stevesolun.github.io/ctx/catalog/?type=mcp-server)
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- **68,494 skill entity pages**, with **67,024** hydrated installable `SKILL.md` bodies.
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- **467 agents**, **10,790 MCP servers**, and **207 harnesses**.
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- **
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- **28,612 long skill bodies** converted through the micro-skill gate instead of shipping raw long prompts.
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- Entity updates for skills, agents, MCPs, and harnesses print benefits/risks and skip replacement unless you explicitly approve the update.
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## Why it exists
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- **Discovery** β with
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- **Context budget** β loading everything wastes tokens and degrades quality. You need the right 10β15 per session.
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- **Skill rot** β skills you installed months ago and never used are cluttering context. Stale ones should be flagged automatically.
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[](LICENSE)
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[](https://python.org)
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[](https://pypi.org/project/claude-ctx/)
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[](https://github.com/stevesolun/ctx/actions/workflows/test.yml)
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[](https://stevesolun.github.io/ctx/knowledge-graph/)
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[](https://stevesolun.github.io/ctx/catalog/?type=skill)
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[](https://stevesolun.github.io/ctx/catalog/?type=agent)
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[](https://stevesolun.github.io/ctx/catalog/?type=mcp-server)
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- **68,494 skill entity pages**, with **67,024** hydrated installable `SKILL.md` bodies.
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- **467 agents**, **10,790 MCP servers**, and **207 harnesses**.
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- **1,778,069 graph edges** across semantic similarity, tags, slug tokens, source overlap, direct links, quality, usage, type affinity, and graph structure.
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- **28,612 long skill bodies** converted through the micro-skill gate instead of shipping raw long prompts.
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- Entity updates for skills, agents, MCPs, and harnesses print benefits/risks and skip replacement unless you explicitly approve the update.
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## Why it exists
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- **Discovery** β with 68,494 skill pages, 467 agents, 10,790 MCP servers, and 207 harnesses, you can't possibly know which exist or which apply to your current work.
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- **Context budget** β loading everything wastes tokens and degrades quality. You need the right 10β15 per session.
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- **Skill rot** β skills you installed months ago and never used are cluttering context. Stale ones should be flagged automatically.
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docs/index.md
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Claude Code skills, agents, MCP servers, and model harness profiles are
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powerful, but at scale they become unmanageable:
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- **Discovery problem** β with
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MCP servers, and 207 harnesses, how do you know which
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ones exist and which are relevant to your current project?
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- **Context budget** β loading every installable entity wastes tokens and
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degrades quality. You need exactly the right skills, agents, and MCP
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---
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**v1.0.19** β MIT, CI-matrixed (Ubuntu 3.12 plus Windows/macOS 3.11/3.12),
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4,
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`ctx-monitor` (local dashboard with graph + wiki + load/unload for
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skills, agents, and MCP servers, plus Harness Setup for user-owned LLMs),
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`ctx-incremental-attach`, `ctx-incremental-shadow`, `ctx-dedup-check`
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(pre-ship near-duplicate gate), and
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`ctx-tag-backfill` (entity hygiene), plus a fast runtime graph artifact
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and the full ~
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[:octicons-arrow-right-24: CHANGELOG](https://github.com/stevesolun/ctx/blob/main/CHANGELOG.md) Β·
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[Repository](https://github.com/stevesolun/ctx)
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Claude Code skills, agents, MCP servers, and model harness profiles are
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powerful, but at scale they become unmanageable:
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- **Discovery problem** β with 68,494 skill pages, 467 agents, 10,790 MCP servers, and 207 harnesses, how do you know which
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ones exist and which are relevant to your current project?
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- **Context budget** β loading every installable entity wastes tokens and
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degrades quality. You need exactly the right skills, agents, and MCP
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---
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**v1.0.19** β MIT, CI-matrixed (Ubuntu 3.12 plus Windows/macOS 3.11/3.12),
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4,287 tests collected. Ships console scripts including `ctx-init`,
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`ctx-monitor` (local dashboard with graph + wiki + load/unload for
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skills, agents, and MCP servers, plus Harness Setup for user-owned LLMs),
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`ctx-incremental-attach`, `ctx-incremental-shadow`, `ctx-dedup-check`
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(pre-ship near-duplicate gate), and
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`ctx-tag-backfill` (entity hygiene), plus a fast runtime graph artifact
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and the full ~314 MiB wiki tarball with **79,958 nodes / 1,778,069 edges / 52 Louvain communities**.
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[:octicons-arrow-right-24: CHANGELOG](https://github.com/stevesolun/ctx/blob/main/CHANGELOG.md) Β·
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[Repository](https://github.com/stevesolun/ctx)
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docs/skill-router/index.md
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## Problem
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Every loaded skill, agent, and MCP server costs tokens, attention, and tool
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surface area. Most sessions need a small top-scored bundle from the
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460+ agents, and 10K+ MCP servers in the shipped graph, not the whole inventory.
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Loading too much:
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- wastes context on irrelevant instructions,
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## Problem
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Every loaded skill, agent, and MCP server costs tokens, attention, and tool
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surface area. Most sessions need a small top-scored bundle from the 68,494 skills, 467 agents, and 10,790 MCP servers in the shipped graph, not the whole inventory.
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Loading too much:
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- wastes context on irrelevant instructions,
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