Add files using upload-large-folder tool
Browse files- .gitattributes +0 -1
- .github/workflows/publish.yml +8 -8
- .github/workflows/test.yml +8 -8
- CHANGELOG.md +49 -30
- README.md +8 -8
- docs/index.md +12 -12
- docs/knowledge-graph.md +20 -19
- pyproject.toml +1 -1
.gitattributes
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graph/wiki-graph.tar.gz filter=lfs diff=lfs merge=lfs -text
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graph/wiki-graph-runtime.tar.gz filter=lfs diff=lfs merge=lfs -text
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graph/skills-sh-catalog.json.gz filter=lfs diff=lfs merge=lfs -text
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.github/workflows/publish.yml
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--min-edges 2000000 \
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--min-skills-sh-nodes 89000 \
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--min-semantic-edges 1000000 \
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--expected-nodes
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--expected-edges
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--expected-semantic-edges 1683163 \
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--expected-harness-nodes
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--expected-skills-sh-nodes 89471 \
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--expected-skills-sh-catalog-entries 89465 \
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--expected-skills-sh-converted 89465 \
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--expected-skill-pages
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--expected-agent-pages 467 \
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--expected-mcp-pages
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--expected-harness-pages
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--line-threshold 180 \
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--max-stage-lines 40
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--min-edges 2000000 \
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--min-skills-sh-nodes 89000 \
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--min-semantic-edges 1000000 \
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--expected-nodes 102925 \
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--expected-edges 2913930 \
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--expected-semantic-edges 1683163 \
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--expected-harness-nodes 207 \
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--expected-skills-sh-nodes 89471 \
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--expected-skills-sh-catalog-entries 89465 \
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--expected-skills-sh-converted 89465 \
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--expected-skill-pages 91463 \
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--expected-agent-pages 467 \
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--expected-mcp-pages 10788 \
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--expected-harness-pages 207 \
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--line-threshold 180 \
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--max-stage-lines 40
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.github/workflows/test.yml
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--min-edges 2000000 \
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--min-skills-sh-nodes 89000 \
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--min-semantic-edges 1000000 \
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--expected-nodes
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--expected-edges
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--expected-semantic-edges 1683163 \
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--expected-harness-nodes
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--expected-skills-sh-nodes 89471 \
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--expected-skills-sh-catalog-entries 89465 \
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--expected-skills-sh-converted 89465 \
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--expected-skill-pages
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--expected-agent-pages 467 \
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--expected-mcp-pages
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--expected-harness-pages
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--line-threshold 180 \
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--max-stage-lines 40
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--min-edges 2000000 \
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--min-skills-sh-nodes 89000 \
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--min-semantic-edges 1000000 \
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--expected-nodes 102925 \
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--expected-edges 2913930 \
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--expected-semantic-edges 1683163 \
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--expected-harness-nodes 207 \
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--expected-skills-sh-nodes 89471 \
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--expected-skills-sh-catalog-entries 89465 \
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--expected-skills-sh-converted 89465 \
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--expected-skill-pages 91463 \
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--expected-agent-pages 467 \
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--expected-mcp-pages 10788 \
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--expected-harness-pages 207 \
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--line-threshold 180 \
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--max-stage-lines 40
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CHANGELOG.md
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All notable changes to the `ctx` project will be documented in this file.
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Format loosely follows [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).
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## [Unreleased]
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-
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- No unreleased changes yet.
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## [1.0.
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###
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### Fixed
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- 5 dead imports removed (`os`, `Mapping`, `timedelta` from
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`ctx_lifecycle`; `Path` from `intake_gate`, `intake_pipeline`).
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-
[1.0.
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[1.0.
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[1.0.
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[1.0.5]: https://github.com/stevesolun/ctx/releases/tag/v1.0.5
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[1.0.4]: https://github.com/stevesolun/ctx/releases/tag/v1.0.4
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[1.0.3]: https://github.com/stevesolun/ctx/releases/tag/v1.0.3
|
|
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|
| 3 |
All notable changes to the `ctx` project will be documented in this file.
|
| 4 |
Format loosely follows [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).
|
| 5 |
|
| 6 |
+
## [Unreleased]
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| 7 |
+
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| 8 |
+
- No unreleased changes yet.
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| 9 |
+
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+
## [1.0.9] - 2026-05-26
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| 11 |
+
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| 12 |
+
### Added
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| 13 |
+
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| 14 |
+
- Imported the upstream browsing, code-review, presentation, book-to-skill,
|
| 15 |
+
DeerFlow, and agent-harness catalogs into the shipped LLM-wiki and
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| 16 |
+
knowledge graph.
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| 17 |
+
- Added 190 harness catalog pages and refreshed the dashboard graph/runtime
|
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+
archives with the current neighborhood SQLite index.
|
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+
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+
### Changed
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| 21 |
+
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+
- Updated graph artifact validation counts to 102,925 nodes, 2,913,930 edges,
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+
91,463 skill pages, 467 agent pages, 10,788 MCP pages, and 207 harness
|
| 24 |
+
pages.
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- Repacked the full and runtime graph archives, updated graph download
|
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+
checksums, and refreshed README/docs count references.
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+
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+
## [1.0.8] - 2026-05-15
|
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+
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+
### Fixed
|
| 31 |
+
|
| 32 |
+
- Render runtime graph-only entities as dashboard wiki fallback pages instead
|
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+
of a dead "No wiki page found" state. Runtime pages now keep the entity
|
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+
tabs, show graph metadata, link to the graph/quality sections, and explain
|
| 35 |
+
how to install the full wiki with `ctx-init --graph --graph-install-mode full`.
|
| 36 |
+
- Added dashboard load/install actions for runtime skill, agent, and MCP
|
| 37 |
+
fallback pages while keeping harness installs on the dedicated
|
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+
`ctx-harness-install <slug> --dry-run` flow.
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+
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+
## [1.0.7] - 2026-05-15
|
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+
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+
### Fixed
|
| 43 |
+
|
| 44 |
+
- Fixed dashboard graph cold starts for `ctx-init --graph` installs by keeping
|
| 45 |
+
the SQLite neighborhood index fast path when the installed release overlay is
|
| 46 |
+
already represented in the shipped graph index.
|
| 47 |
+
- Preserved the safe full-graph merge path for local/user runtime overlays so
|
| 48 |
+
newly attached entity edges still appear immediately in the dashboard.
|
| 49 |
+
|
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+
## [1.0.6] - 2026-05-14
|
| 51 |
|
| 52 |
### Fixed
|
| 53 |
|
|
|
|
| 1588 |
- 5 dead imports removed (`os`, `Mapping`, `timedelta` from
|
| 1589 |
`ctx_lifecycle`; `Path` from `intake_gate`, `intake_pipeline`).
|
| 1590 |
|
| 1591 |
+
[1.0.9]: https://github.com/stevesolun/ctx/releases/tag/v1.0.9
|
| 1592 |
+
[1.0.8]: https://github.com/stevesolun/ctx/releases/tag/v1.0.8
|
| 1593 |
+
[1.0.7]: https://github.com/stevesolun/ctx/releases/tag/v1.0.7
|
| 1594 |
+
[1.0.6]: https://github.com/stevesolun/ctx/releases/tag/v1.0.6
|
| 1595 |
[1.0.5]: https://github.com/stevesolun/ctx/releases/tag/v1.0.5
|
| 1596 |
[1.0.4]: https://github.com/stevesolun/ctx/releases/tag/v1.0.4
|
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[1.0.3]: https://github.com/stevesolun/ctx/releases/tag/v1.0.3
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README.md
CHANGED
|
@@ -19,11 +19,11 @@ tags:
|
|
| 19 |
[](https://python.org)
|
| 20 |
[](https://pypi.org/project/claude-ctx/)
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| 21 |
[](#)
|
| 22 |
-
[](https://stevesolun.github.io/ctx/)
|
| 24 |
[](https://hits.sh/github.com/stevesolun/ctx/)
|
| 25 |
|
| 26 |
-
ctx watches what you are building, walks a **102,
|
| 27 |
recommends a small, top-scored bundle of skills, agents, and MCP servers for
|
| 28 |
the current task. If you use your own local/API model instead of Claude Code,
|
| 29 |
ctx has a separate harness setup flow: tell it the model and goal, review the
|
|
@@ -31,15 +31,15 @@ recommended harness, then install with dry-run/update/uninstall controls.
|
|
| 31 |
|
| 32 |
Current shipped snapshot:
|
| 33 |
|
| 34 |
-
- **91,
|
| 35 |
-
- **467 agents**, **10,
|
| 36 |
- **2.9M graph edges** across semantic similarity, tags, slug tokens, source overlap, direct links, quality, usage, type affinity, and graph structure.
|
| 37 |
- **89,465 hydrated `SKILL.md` bodies** in the shipped LLM-wiki; long entries are converted through the micro-skill gate instead of loading raw long prompts.
|
| 38 |
- Entity updates for skills, agents, MCPs, and harnesses print benefits/risks and skip replacement unless you explicitly approve the update.
|
| 39 |
|
| 40 |
## Why it exists
|
| 41 |
|
| 42 |
-
- **Discovery** — with 91K+ skill nodes, 460+ agents, 10K+ MCP servers, and
|
| 43 |
- **Context budget** — loading everything wastes tokens and degrades quality. You need the right 10–15 per session.
|
| 44 |
- **Skill rot** — skills you installed months ago and never used are cluttering context. Stale ones should be flagged automatically.
|
| 45 |
|
|
@@ -62,7 +62,7 @@ Graph-backed recommendations need the pre-built graph. By default, `ctx-init
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|
| 62 |
--graph` installs the fast runtime artifact: `graph/wiki-graph-runtime.tar.gz`
|
| 63 |
in source checkouts, or the matching GitHub release asset from pip installs.
|
| 64 |
It contains `graphify-out/*`, the shipped skill index needed for
|
| 65 |
-
recommendations, and the
|
| 66 |
`ctx-harness-install`:
|
| 67 |
|
| 68 |
```bash
|
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|
|
| 77 |
```
|
| 78 |
|
| 79 |
The full `wiki-graph.tar.gz` includes the shipped skill index,
|
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-
91,
|
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installable `SKILL.md` files under `converted/`,
|
| 82 |
-
and
|
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`entities/harnesses/`.
|
| 84 |
|
| 85 |
> **Windows:** PowerShell's built-in `tar.exe` does not support
|
|
|
|
| 19 |
[](https://python.org)
|
| 20 |
[](https://pypi.org/project/claude-ctx/)
|
| 21 |
[](#)
|
| 22 |
+
[](graph/)
|
| 23 |
[](https://stevesolun.github.io/ctx/)
|
| 24 |
[](https://hits.sh/github.com/stevesolun/ctx/)
|
| 25 |
|
| 26 |
+
ctx watches what you are building, walks a **102,925-node** graph, and
|
| 27 |
recommends a small, top-scored bundle of skills, agents, and MCP servers for
|
| 28 |
the current task. If you use your own local/API model instead of Claude Code,
|
| 29 |
ctx has a separate harness setup flow: tell it the model and goal, review the
|
|
|
|
| 31 |
|
| 32 |
Current shipped snapshot:
|
| 33 |
|
| 34 |
+
- **91,463 skills** with hydrated installable `SKILL.md` bodies.
|
| 35 |
+
- **467 agents**, **10,788 MCP servers**, and **207 harnesses**.
|
| 36 |
- **2.9M graph edges** across semantic similarity, tags, slug tokens, source overlap, direct links, quality, usage, type affinity, and graph structure.
|
| 37 |
- **89,465 hydrated `SKILL.md` bodies** in the shipped LLM-wiki; long entries are converted through the micro-skill gate instead of loading raw long prompts.
|
| 38 |
- Entity updates for skills, agents, MCPs, and harnesses print benefits/risks and skip replacement unless you explicitly approve the update.
|
| 39 |
|
| 40 |
## Why it exists
|
| 41 |
|
| 42 |
+
- **Discovery** — with 91K+ skill nodes, 460+ agents, 10K+ MCP servers, and 207 harnesses, you can't possibly know which exist or which apply to your current work.
|
| 43 |
- **Context budget** — loading everything wastes tokens and degrades quality. You need the right 10–15 per session.
|
| 44 |
- **Skill rot** — skills you installed months ago and never used are cluttering context. Stale ones should be flagged automatically.
|
| 45 |
|
|
|
|
| 62 |
--graph` installs the fast runtime artifact: `graph/wiki-graph-runtime.tar.gz`
|
| 63 |
in source checkouts, or the matching GitHub release asset from pip installs.
|
| 64 |
It contains `graphify-out/*`, the shipped skill index needed for
|
| 65 |
+
recommendations, and the 207 harness pages needed by
|
| 66 |
`ctx-harness-install`:
|
| 67 |
|
| 68 |
```bash
|
|
|
|
| 77 |
```
|
| 78 |
|
| 79 |
The full `wiki-graph.tar.gz` includes the shipped skill index,
|
| 80 |
+
91,463 skill entity pages under `entities/skills/`, 89,465 hydrated
|
| 81 |
installable `SKILL.md` files under `converted/`,
|
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+
and 207 harness pages under
|
| 83 |
`entities/harnesses/`.
|
| 84 |
|
| 85 |
> **Windows:** PowerShell's built-in `tar.exe` does not support
|
docs/index.md
CHANGED
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| 7 |
|
| 8 |
[](https://hits.sh/github.com/stevesolun/ctx/)
|
| 9 |
|
| 10 |
-
Watches what you develop, walks a knowledge graph of **91,
|
| 11 |
-
agents, 10,
|
| 12 |
right execution bundle on the fly. The live execution bundle is skills,
|
| 13 |
agents, and MCP servers only; custom/API/local model users get a separate
|
| 14 |
harness recommendation based on model choice and task goal. You decide
|
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@@ -57,7 +57,7 @@ Claude Code skills, agents, MCP servers, and model harness profiles are
|
|
| 57 |
powerful, but at scale they become unmanageable:
|
| 58 |
|
| 59 |
- **Discovery problem** — with 91K+ skills, 460+ agents, 10,000+
|
| 60 |
-
MCP servers, and
|
| 61 |
ones exist and which are relevant to your current project?
|
| 62 |
- **Context budget** — loading every installable entity wastes tokens and
|
| 63 |
degrades quality. You need exactly the right skills, agents, and MCP
|
|
@@ -91,12 +91,12 @@ graph-based discovery:
|
|
| 91 |
|
| 92 |
- A Karpathy 3-layer wiki at `~/.claude/skill-wiki/` is the single source
|
| 93 |
of truth.
|
| 94 |
-
- **102,
|
| 95 |
-
inventory, including 91,
|
| 96 |
-
and
|
| 97 |
Each page tracks tags, status, provenance, and usage where it applies.
|
| 98 |
-
- A **knowledge graph** (102,
|
| 99 |
-
13,
|
| 100 |
The graph has 52 Louvain communities and blends semantic cosine,
|
| 101 |
tag overlap, and slug-token overlap; 89,465 skill bodies are
|
| 102 |
shipped as installable `SKILL.md` files. Entries over the configured line
|
|
@@ -132,9 +132,9 @@ ones are flagged. New ones self-ingest.
|
|
| 132 |
|
| 133 |
---
|
| 134 |
|
| 135 |
-
102,
|
| 136 |
nodes plus 89,465 hydrated skill bodies. The graph has
|
| 137 |
-
2,
|
| 138 |
Ships pre-built in `graph/wiki-graph.tar.gz` and powers the
|
| 139 |
graph-aware recommendations + the pre-ship `ctx-dedup-check` gate.
|
| 140 |
|
|
@@ -203,14 +203,14 @@ ones are flagged. New ones self-ingest.
|
|
| 203 |
|
| 204 |
---
|
| 205 |
|
| 206 |
-
**v1.0.
|
| 207 |
3,831 tests collected. Ships console scripts including `ctx-init`,
|
| 208 |
`ctx-monitor` (local dashboard with graph + wiki + load/unload for
|
| 209 |
skills, agents, and MCP servers, plus Harness Setup for user-owned LLMs),
|
| 210 |
`ctx-incremental-attach`, `ctx-incremental-shadow`, `ctx-dedup-check`
|
| 211 |
(pre-ship near-duplicate gate), and
|
| 212 |
`ctx-tag-backfill` (entity hygiene), plus a fast runtime graph artifact
|
| 213 |
-
and the full ~
|
| 214 |
edges / 52 Louvain communities**.
|
| 215 |
|
| 216 |
[:octicons-arrow-right-24: CHANGELOG](https://github.com/stevesolun/ctx/blob/main/CHANGELOG.md) ·
|
|
|
|
| 7 |
|
| 8 |
[](https://hits.sh/github.com/stevesolun/ctx/)
|
| 9 |
|
| 10 |
+
Watches what you develop, walks a knowledge graph of **91,463 skills, 467
|
| 11 |
+
agents, 10,788 MCP servers, and 207 harnesses**, and recommends the
|
| 12 |
right execution bundle on the fly. The live execution bundle is skills,
|
| 13 |
agents, and MCP servers only; custom/API/local model users get a separate
|
| 14 |
harness recommendation based on model choice and task goal. You decide
|
|
|
|
| 57 |
powerful, but at scale they become unmanageable:
|
| 58 |
|
| 59 |
- **Discovery problem** — with 91K+ skills, 460+ agents, 10,000+
|
| 60 |
+
MCP servers, and 207 harnesses, how do you know which
|
| 61 |
ones exist and which are relevant to your current project?
|
| 62 |
- **Context budget** — loading every installable entity wastes tokens and
|
| 63 |
degrades quality. You need exactly the right skills, agents, and MCP
|
|
|
|
| 91 |
|
| 92 |
- A Karpathy 3-layer wiki at `~/.claude/skill-wiki/` is the single source
|
| 93 |
of truth.
|
| 94 |
+
- **102,925 entity pages/nodes** for the shipped skill/agent/MCP/harness
|
| 95 |
+
inventory, including 91,463 skill pages
|
| 96 |
+
and 207 harness pages under `entities/harnesses/`.
|
| 97 |
Each page tracks tags, status, provenance, and usage where it applies.
|
| 98 |
+
- A **knowledge graph** (102,925 nodes, 2,913,930 edges) built from a
|
| 99 |
+
13,460-node core plus 89,465 hydrated skill bodies.
|
| 100 |
The graph has 52 Louvain communities and blends semantic cosine,
|
| 101 |
tag overlap, and slug-token overlap; 89,465 skill bodies are
|
| 102 |
shipped as installable `SKILL.md` files. Entries over the configured line
|
|
|
|
| 132 |
|
| 133 |
---
|
| 134 |
|
| 135 |
+
102,925 shipped graph nodes: 13,460 curated skill/agent/MCP/harness
|
| 136 |
nodes plus 89,465 hydrated skill bodies. The graph has
|
| 137 |
+
2,913,930 weighted edges and 52 Louvain communities.
|
| 138 |
Ships pre-built in `graph/wiki-graph.tar.gz` and powers the
|
| 139 |
graph-aware recommendations + the pre-ship `ctx-dedup-check` gate.
|
| 140 |
|
|
|
|
| 203 |
|
| 204 |
---
|
| 205 |
|
| 206 |
+
**v1.0.9** — MIT, CI-matrixed (Ubuntu 3.12 plus Windows/macOS 3.11/3.12),
|
| 207 |
3,831 tests collected. Ships console scripts including `ctx-init`,
|
| 208 |
`ctx-monitor` (local dashboard with graph + wiki + load/unload for
|
| 209 |
skills, agents, and MCP servers, plus Harness Setup for user-owned LLMs),
|
| 210 |
`ctx-incremental-attach`, `ctx-incremental-shadow`, `ctx-dedup-check`
|
| 211 |
(pre-ship near-duplicate gate), and
|
| 212 |
`ctx-tag-backfill` (entity hygiene), plus a fast runtime graph artifact
|
| 213 |
+
and the full ~439 MiB wiki tarball with **102,925 nodes / 2,913,930
|
| 214 |
edges / 52 Louvain communities**.
|
| 215 |
|
| 216 |
[:octicons-arrow-right-24: CHANGELOG](https://github.com/stevesolun/ctx/blob/main/CHANGELOG.md) ·
|
docs/knowledge-graph.md
CHANGED
|
@@ -13,10 +13,10 @@ agents, and MCP servers.
|
|
| 13 |
## What's in it
|
| 14 |
|
| 15 |
Authoritative numbers from the shipped tarball. The curated-core snapshot
|
| 16 |
-
is **13,
|
| 17 |
-
+
|
| 18 |
-
local rebuilds and the separate harness recommendation path. The
|
| 19 |
-
tarball also carries **91,
|
| 20 |
skill bodies are hydrated as installable `SKILL.md` files under
|
| 21 |
`converted/`; the **28,612** entries over the configured line
|
| 22 |
limit were converted to gated micro-skill orchestrators. Full original bodies
|
|
@@ -26,18 +26,18 @@ are omitted from the shipped tarball.
|
|
| 26 |
|
| 27 |
| | Count |
|
| 28 |
|---|---:|
|
| 29 |
-
| Total nodes | **102,
|
| 30 |
-
| Curated core nodes | **13,
|
| 31 |
-
| Hydrated skill import nodes | **89,471** (89,465 are body-backed skill entries) |
|
| 32 |
-
| Total edges | **2,
|
| 33 |
-
| Hydrated skill incident edges | **2,605,
|
| 34 |
-
| Hydrated skill semantic incident edges | **1,500,648** |
|
| 35 |
-
| Communities | **52** (Louvain) |
|
| 36 |
-
| Edge sources (overlap-deduped) | semantic 1,683,163 - tag
|
| 37 |
-
| Cross-type edges (skill <-> agent) | ~67K |
|
| 38 |
-
| Cross-type edges (skill <-> MCP) | ~41K |
|
| 39 |
-
| Cross-type edges (agent <-> MCP) | ~223 |
|
| 40 |
-
| Harness edges | **
|
| 41 |
| Shipped skill index | **89,465** observed body-backed skill entries |
|
| 42 |
|
| 43 |
## Install
|
|
@@ -169,7 +169,7 @@ raw = json.loads(
|
|
| 169 |
edges_key = "links" if "links" in raw else "edges"
|
| 170 |
G = node_link_graph(raw, edges=edges_key)
|
| 171 |
|
| 172 |
-
# 102,
|
| 173 |
print(G.number_of_nodes(), G.number_of_edges())
|
| 174 |
|
| 175 |
# Find entities related to 'fastapi-pro' by edge weight
|
|
@@ -332,8 +332,9 @@ next run rebuilds instead of trusting mixed graph files.
|
|
| 332 |
| 2026-05-12 book-to-skill + queue hygiene | **2,900,910** | Added `book-to-skill` as a skill entity (+1 node, +76 edges), restored a missing converted skill body, and repacked `graph/wiki-graph.tar.gz` to omit `.ctx/` queue state. Tar members: **598,154**. |
|
| 333 |
| 2026-05-13 overlay pass | **2,911,220** | Added AGENTS.md, lat.md, OptiLLM, Matt Pocock refresh deltas, and Julius caveman entities through the safe overlay path (+21 nodes, +10,310 edges) while preserving the saturated skill topology. Tar members at that pass: **598,192**. |
|
| 334 |
| 2026-05-14 Matt Pocock upstream refresh | **2,911,126** | Pinned `mattpocock/skills` to `e74f0061bb67222181640effa98c675bdb2fdaa7`, removed three stale legacy alias skill pages/nodes (`mattpocock-domain-model`, `mattpocock-github-triage`, `mattpocock-triage-issue`), refreshed `mattpocock-grill-with-docs`, and pruned 94 incident edges plus stale wiki references. Current tar members: **598,189**. |
|
| 335 |
-
| 2026-05-14 Mirage + CodeGraph first-class wiki pass | **2,911,162** | Added Mirage as a shipped harness wiki/runtime page, added the CodeGraph MCP markdown page and `codegraph-agentic-codebase-analysis` skill page/body to the full LLM-wiki, added the compact dashboard neighborhood index, regenerated graph preview HTML from the current export, and refreshed exact validation counts. Current tar members: **598,193**. |
|
| 336 |
-
| 2026-05-18 repo refresh | **2,911,575** | Refreshed `addyosmani/agent-skills` and `bytedance/deer-flow` from current upstream SKILL.md bodies, added Addy Osmani's `doubt-driven-development` and `interview-me` skills, replaced DeerFlow's stale `vercel-deploy` entry with `vercel-deploy-claimable`, retained `Imbad0202/academic-research-skills` as existing non-commercial upstream content, and added DeerFlow as a first-class harness page/runtime page. Current tar members: **598,596**. |
|
|
|
|
| 337 |
|
| 338 |
The full audit history lives in `CHANGELOG.md`. The current build is
|
| 339 |
fully reproducible from the wiki content.
|
|
|
|
| 13 |
## What's in it
|
| 14 |
|
| 15 |
Authoritative numbers from the shipped tarball. The curated-core snapshot
|
| 16 |
+
is **13,460 nodes** (1,998 curated skills + 467 agents + 10,788 MCP servers
|
| 17 |
+
+ 207 harnesses). Harness pages under `entities/harnesses/` are ingested into
|
| 18 |
+
local rebuilds and the separate harness recommendation path. The
|
| 19 |
+
tarball also carries **91,463 skill pages**; **89,465**
|
| 20 |
skill bodies are hydrated as installable `SKILL.md` files under
|
| 21 |
`converted/`; the **28,612** entries over the configured line
|
| 22 |
limit were converted to gated micro-skill orchestrators. Full original bodies
|
|
|
|
| 26 |
|
| 27 |
| | Count |
|
| 28 |
|---|---:|
|
| 29 |
+
| Total nodes | **102,925** |
|
| 30 |
+
| Curated core nodes | **13,460** (1,998 skills + 467 agents + 10,788 MCP servers + 207 harnesses) |
|
| 31 |
+
| Hydrated skill import nodes | **89,471** (89,465 are body-backed skill entries) |
|
| 32 |
+
| Total edges | **2,913,930** |
|
| 33 |
+
| Hydrated skill incident edges | **2,605,721** |
|
| 34 |
+
| Hydrated skill semantic incident edges | **1,500,648** |
|
| 35 |
+
| Communities | **52** (Louvain) |
|
| 36 |
+
| Edge sources (overlap-deduped) | semantic 1,683,163 - tag 897,754 - token 433,245 |
|
| 37 |
+
| Cross-type edges (skill <-> agent) | ~67K |
|
| 38 |
+
| Cross-type edges (skill <-> MCP) | ~41K |
|
| 39 |
+
| Cross-type edges (agent <-> MCP) | ~223 |
|
| 40 |
+
| Harness edges | **6,571** |
|
| 41 |
| Shipped skill index | **89,465** observed body-backed skill entries |
|
| 42 |
|
| 43 |
## Install
|
|
|
|
| 169 |
edges_key = "links" if "links" in raw else "edges"
|
| 170 |
G = node_link_graph(raw, edges=edges_key)
|
| 171 |
|
| 172 |
+
# 102,925 nodes, 2,913,930 edges
|
| 173 |
print(G.number_of_nodes(), G.number_of_edges())
|
| 174 |
|
| 175 |
# Find entities related to 'fastapi-pro' by edge weight
|
|
|
|
| 332 |
| 2026-05-12 book-to-skill + queue hygiene | **2,900,910** | Added `book-to-skill` as a skill entity (+1 node, +76 edges), restored a missing converted skill body, and repacked `graph/wiki-graph.tar.gz` to omit `.ctx/` queue state. Tar members: **598,154**. |
|
| 333 |
| 2026-05-13 overlay pass | **2,911,220** | Added AGENTS.md, lat.md, OptiLLM, Matt Pocock refresh deltas, and Julius caveman entities through the safe overlay path (+21 nodes, +10,310 edges) while preserving the saturated skill topology. Tar members at that pass: **598,192**. |
|
| 334 |
| 2026-05-14 Matt Pocock upstream refresh | **2,911,126** | Pinned `mattpocock/skills` to `e74f0061bb67222181640effa98c675bdb2fdaa7`, removed three stale legacy alias skill pages/nodes (`mattpocock-domain-model`, `mattpocock-github-triage`, `mattpocock-triage-issue`), refreshed `mattpocock-grill-with-docs`, and pruned 94 incident edges plus stale wiki references. Current tar members: **598,189**. |
|
| 335 |
+
| 2026-05-14 Mirage + CodeGraph first-class wiki pass | **2,911,162** | Added Mirage as a shipped harness wiki/runtime page, added the CodeGraph MCP markdown page and `codegraph-agentic-codebase-analysis` skill page/body to the full LLM-wiki, added the compact dashboard neighborhood index, regenerated graph preview HTML from the current export, and refreshed exact validation counts. Current tar members: **598,193**. |
|
| 336 |
+
| 2026-05-18 repo refresh | **2,911,575** | Refreshed `addyosmani/agent-skills` and `bytedance/deer-flow` from current upstream SKILL.md bodies, added Addy Osmani's `doubt-driven-development` and `interview-me` skills, replaced DeerFlow's stale `vercel-deploy` entry with `vercel-deploy-claimable`, retained `Imbad0202/academic-research-skills` as existing non-commercial upstream content, and added DeerFlow as a first-class harness page/runtime page. Current tar members: **598,596**. |
|
| 337 |
+
| 2026-05-26 upstream repo ingest | **2,913,930** | Added `browsing-skills/browsing-skills` as a root browser skill plus 11 site-specific browser skills, refreshed `awesome-skills/code-review-skill` into `code-review-excellence` with its reference pack, refreshed `book-to-skill` through the micro-skill gate, added Presenton as both a harness and MCP server, refreshed DeerFlow's harness page, imported 190 harness catalog pages from `Picrew/awesome-agent-harness`, regenerated dashboard sqlite and preview HTML from the current export, and refreshed exact validation counts. Current tar members: **598,951**. |
|
| 338 |
|
| 339 |
The full audit history lives in `CHANGELOG.md`. The current build is
|
| 340 |
fully reproducible from the wiki content.
|
pyproject.toml
CHANGED
|
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
|
|
| 4 |
|
| 5 |
[project]
|
| 6 |
name = "claude-ctx"
|
| 7 |
-
version = "1.0.
|
| 8 |
description = "Skill and agent recommendation system for Claude Code — knowledge graph, wiki, and intake quality gates"
|
| 9 |
authors = [{ name = "Steve Solun" }]
|
| 10 |
license = "MIT"
|
|
|
|
| 4 |
|
| 5 |
[project]
|
| 6 |
name = "claude-ctx"
|
| 7 |
+
version = "1.0.9"
|
| 8 |
description = "Skill and agent recommendation system for Claude Code — knowledge graph, wiki, and intake quality gates"
|
| 9 |
authors = [{ name = "Steve Solun" }]
|
| 10 |
license = "MIT"
|