Stevesolun commited on
Commit
99c742e
·
verified ·
1 Parent(s): 1a60320

Add files using upload-large-folder tool

Browse files
.gitattributes CHANGED
@@ -1,3 +1,2 @@
1
  graph/wiki-graph.tar.gz filter=lfs diff=lfs merge=lfs -text
2
  graph/wiki-graph-runtime.tar.gz filter=lfs diff=lfs merge=lfs -text
3
- graph/skills-sh-catalog.json.gz filter=lfs diff=lfs merge=lfs -text
 
1
  graph/wiki-graph.tar.gz filter=lfs diff=lfs merge=lfs -text
2
  graph/wiki-graph-runtime.tar.gz filter=lfs diff=lfs merge=lfs -text
 
.github/workflows/publish.yml CHANGED
@@ -256,17 +256,17 @@ jobs:
256
  --min-edges 2000000 \
257
  --min-skills-sh-nodes 89000 \
258
  --min-semantic-edges 1000000 \
259
- --expected-nodes 102720 \
260
- --expected-edges 2911575 \
261
- --expected-semantic-edges 1683163 \
262
- --expected-harness-nodes 16 \
263
  --expected-skills-sh-nodes 89471 \
264
  --expected-skills-sh-catalog-entries 89465 \
265
  --expected-skills-sh-converted 89465 \
266
- --expected-skill-pages 91450 \
267
- --expected-agent-pages 467 \
268
- --expected-mcp-pages 10787 \
269
- --expected-harness-pages 16 \
270
  --line-threshold 180 \
271
  --max-stage-lines 40
272
 
 
256
  --min-edges 2000000 \
257
  --min-skills-sh-nodes 89000 \
258
  --min-semantic-edges 1000000 \
259
+ --expected-nodes 102925 \
260
+ --expected-edges 2913930 \
261
+ --expected-semantic-edges 1683163 \
262
+ --expected-harness-nodes 207 \
263
  --expected-skills-sh-nodes 89471 \
264
  --expected-skills-sh-catalog-entries 89465 \
265
  --expected-skills-sh-converted 89465 \
266
+ --expected-skill-pages 91463 \
267
+ --expected-agent-pages 467 \
268
+ --expected-mcp-pages 10788 \
269
+ --expected-harness-pages 207 \
270
  --line-threshold 180 \
271
  --max-stage-lines 40
272
 
.github/workflows/test.yml CHANGED
@@ -414,17 +414,17 @@ jobs:
414
  --min-edges 2000000 \
415
  --min-skills-sh-nodes 89000 \
416
  --min-semantic-edges 1000000 \
417
- --expected-nodes 102720 \
418
- --expected-edges 2911575 \
419
- --expected-semantic-edges 1683163 \
420
- --expected-harness-nodes 16 \
421
  --expected-skills-sh-nodes 89471 \
422
  --expected-skills-sh-catalog-entries 89465 \
423
  --expected-skills-sh-converted 89465 \
424
- --expected-skill-pages 91450 \
425
- --expected-agent-pages 467 \
426
- --expected-mcp-pages 10787 \
427
- --expected-harness-pages 16 \
428
  --line-threshold 180 \
429
  --max-stage-lines 40
430
 
 
414
  --min-edges 2000000 \
415
  --min-skills-sh-nodes 89000 \
416
  --min-semantic-edges 1000000 \
417
+ --expected-nodes 102925 \
418
+ --expected-edges 2913930 \
419
+ --expected-semantic-edges 1683163 \
420
+ --expected-harness-nodes 207 \
421
  --expected-skills-sh-nodes 89471 \
422
  --expected-skills-sh-catalog-entries 89465 \
423
  --expected-skills-sh-converted 89465 \
424
+ --expected-skill-pages 91463 \
425
+ --expected-agent-pages 467 \
426
+ --expected-mcp-pages 10788 \
427
+ --expected-harness-pages 207 \
428
  --line-threshold 180 \
429
  --max-stage-lines 40
430
 
CHANGELOG.md CHANGED
@@ -3,33 +3,51 @@
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]
7
-
8
- - No unreleased changes yet.
9
-
10
- ## [1.0.8] - 2026-05-15
11
-
12
- ### Fixed
13
-
14
- - Render runtime graph-only entities as dashboard wiki fallback pages instead
15
- of a dead "No wiki page found" state. Runtime pages now keep the entity
16
- tabs, show graph metadata, link to the graph/quality sections, and explain
17
- how to install the full wiki with `ctx-init --graph --graph-install-mode full`.
18
- - Added dashboard load/install actions for runtime skill, agent, and MCP
19
- fallback pages while keeping harness installs on the dedicated
20
- `ctx-harness-install <slug> --dry-run` flow.
21
-
22
- ## [1.0.7] - 2026-05-15
23
-
24
- ### Fixed
25
-
26
- - Fixed dashboard graph cold starts for `ctx-init --graph` installs by keeping
27
- the SQLite neighborhood index fast path when the installed release overlay is
28
- already represented in the shipped graph index.
29
- - Preserved the safe full-graph merge path for local/user runtime overlays so
30
- newly attached entity edges still appear immediately in the dashboard.
31
-
32
- ## [1.0.6] - 2026-05-14
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
33
 
34
  ### Fixed
35
 
@@ -1570,9 +1588,10 @@ pass. Full test suite: **1316 passed, 2 skipped**.
1570
  - 5 dead imports removed (`os`, `Mapping`, `timedelta` from
1571
  `ctx_lifecycle`; `Path` from `intake_gate`, `intake_pipeline`).
1572
 
1573
- [1.0.8]: https://github.com/stevesolun/ctx/releases/tag/v1.0.8
1574
- [1.0.7]: https://github.com/stevesolun/ctx/releases/tag/v1.0.7
1575
- [1.0.6]: https://github.com/stevesolun/ctx/releases/tag/v1.0.6
 
1576
  [1.0.5]: https://github.com/stevesolun/ctx/releases/tag/v1.0.5
1577
  [1.0.4]: https://github.com/stevesolun/ctx/releases/tag/v1.0.4
1578
  [1.0.3]: https://github.com/stevesolun/ctx/releases/tag/v1.0.3
 
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]
7
+
8
+ - No unreleased changes yet.
9
+
10
+ ## [1.0.9] - 2026-05-26
11
+
12
+ ### Added
13
+
14
+ - Imported the upstream browsing, code-review, presentation, book-to-skill,
15
+ DeerFlow, and agent-harness catalogs into the shipped LLM-wiki and
16
+ knowledge graph.
17
+ - Added 190 harness catalog pages and refreshed the dashboard graph/runtime
18
+ archives with the current neighborhood SQLite index.
19
+
20
+ ### Changed
21
+
22
+ - Updated graph artifact validation counts to 102,925 nodes, 2,913,930 edges,
23
+ 91,463 skill pages, 467 agent pages, 10,788 MCP pages, and 207 harness
24
+ pages.
25
+ - Repacked the full and runtime graph archives, updated graph download
26
+ checksums, and refreshed README/docs count references.
27
+
28
+ ## [1.0.8] - 2026-05-15
29
+
30
+ ### Fixed
31
+
32
+ - Render runtime graph-only entities as dashboard wiki fallback pages instead
33
+ of a dead "No wiki page found" state. Runtime pages now keep the entity
34
+ 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
38
+ `ctx-harness-install <slug> --dry-run` flow.
39
+
40
+ ## [1.0.7] - 2026-05-15
41
+
42
+ ### 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
+
50
+ ## [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
1597
  [1.0.3]: https://github.com/stevesolun/ctx/releases/tag/v1.0.3
README.md CHANGED
@@ -19,11 +19,11 @@ tags:
19
  [![Python 3.11+](https://img.shields.io/badge/Python-3.11+-green.svg)](https://python.org)
20
  [![PyPI](https://img.shields.io/pypi/v/claude-ctx.svg)](https://pypi.org/project/claude-ctx/)
21
  [![Tests](https://img.shields.io/badge/Tests-3831_collected-brightgreen.svg)](#)
22
- [![Graph](https://img.shields.io/badge/Graph-102%2C720_nodes_/_2.9M_edges-red.svg)](graph/)
23
  [![Docs](https://img.shields.io/badge/docs-MkDocs_Material-blue.svg)](https://stevesolun.github.io/ctx/)
24
  [![Repo views](https://hits.sh/github.com/stevesolun/ctx.svg?label=repo%20views)](https://hits.sh/github.com/stevesolun/ctx/)
25
 
26
- ctx watches what you are building, walks a **102,720-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
@@ -31,15 +31,15 @@ recommended harness, then install with dry-run/update/uninstall controls.
31
 
32
  Current shipped snapshot:
33
 
34
- - **91,450 skills** with hydrated installable `SKILL.md` bodies.
35
- - **467 agents**, **10,787 MCP servers**, and **16 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 16 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
 
@@ -62,7 +62,7 @@ Graph-backed recommendations need the pre-built graph. By default, `ctx-init
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 16 harness pages needed by
66
  `ctx-harness-install`:
67
 
68
  ```bash
@@ -77,9 +77,9 @@ ctx-init --graph --graph-install-mode full
77
  ```
78
 
79
  The full `wiki-graph.tar.gz` includes the shipped skill index,
80
- 91,450 skill entity pages under `entities/skills/`, 89,465 hydrated
81
  installable `SKILL.md` files under `converted/`,
82
- and 16 harness pages under
83
  `entities/harnesses/`.
84
 
85
  > **Windows:** PowerShell's built-in `tar.exe` does not support
 
19
  [![Python 3.11+](https://img.shields.io/badge/Python-3.11+-green.svg)](https://python.org)
20
  [![PyPI](https://img.shields.io/pypi/v/claude-ctx.svg)](https://pypi.org/project/claude-ctx/)
21
  [![Tests](https://img.shields.io/badge/Tests-3831_collected-brightgreen.svg)](#)
22
+ [![Graph](https://img.shields.io/badge/Graph-102%2C925_nodes_/_2.9M_edges-red.svg)](graph/)
23
  [![Docs](https://img.shields.io/badge/docs-MkDocs_Material-blue.svg)](https://stevesolun.github.io/ctx/)
24
  [![Repo views](https://hits.sh/github.com/stevesolun/ctx.svg?label=repo%20views)](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/`,
82
+ and 207 harness pages under
83
  `entities/harnesses/`.
84
 
85
  > **Windows:** PowerShell's built-in `tar.exe` does not support
docs/index.md CHANGED
@@ -7,8 +7,8 @@ hide:
7
 
8
  [![Repo views](https://hits.sh/github.com/stevesolun/ctx.svg?label=repo%20views)](https://hits.sh/github.com/stevesolun/ctx/)
9
 
10
- Watches what you develop, walks a knowledge graph of **91,450 skills, 467
11
- agents, 10,787 MCP servers, and 16 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
@@ -57,7 +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 16 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
@@ -91,12 +91,12 @@ graph-based discovery:
91
 
92
  - A Karpathy 3-layer wiki at `~/.claude/skill-wiki/` is the single source
93
  of truth.
94
- - **102,720 entity pages/nodes** for the shipped skill/agent/MCP/harness
95
- inventory, including 91,450 skill pages
96
- and 16 harness pages under `entities/harnesses/`.
97
  Each page tracks tags, status, provenance, and usage where it applies.
98
- - A **knowledge graph** (102,720 nodes, 2,911,575 edges) built from a
99
- 13,255-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
@@ -132,9 +132,9 @@ ones are flagged. New ones self-ingest.
132
 
133
  ---
134
 
135
- 102,720 shipped graph nodes: 13,255 curated skill/agent/MCP/harness
136
  nodes plus 89,465 hydrated skill bodies. The graph has
137
- 2,911,575 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
 
@@ -203,14 +203,14 @@ ones are flagged. New ones self-ingest.
203
 
204
  ---
205
 
206
- **v1.0.8** — 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 ~390 MiB wiki tarball with **102,720 nodes / 2,911,575
214
  edges / 52 Louvain communities**.
215
 
216
  [:octicons-arrow-right-24: CHANGELOG](https://github.com/stevesolun/ctx/blob/main/CHANGELOG.md) ·
 
7
 
8
  [![Repo views](https://hits.sh/github.com/stevesolun/ctx.svg?label=repo%20views)](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 **13,255 nodes** (1,985 curated skills + 467 agents + 10,787 MCP servers
17
- + 16 harnesses). Harness pages under `entities/harnesses/` are ingested into
18
- local rebuilds and the separate harness recommendation path. The
19
- tarball also carries **91,450 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
@@ -26,18 +26,18 @@ are omitted from the shipped tarball.
26
 
27
  | | Count |
28
  |---|---:|
29
- | Total nodes | **102,720** |
30
- | Curated core nodes | **13,255** (1,985 skills + 467 agents + 10,787 MCP servers + 16 harnesses) |
31
- | Hydrated skill import nodes | **89,471** (89,465 are body-backed skill entries) |
32
- | Total edges | **2,911,575** |
33
- | Hydrated skill incident edges | **2,605,690** |
34
- | Hydrated skill semantic incident edges | **1,500,648** |
35
- | Communities | **52** (Louvain) |
36
- | Edge sources (overlap-deduped) | semantic 1,683,163 - tag 895,399 - 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 | **4,334** |
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
- # 102,720 nodes, 2,911,575 edges
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"
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"