Update ctx README card 63c5734

README.md

@@ -12,30 +12,28 @@ tags:
 - codex
 - claude-code
 ---
-# ctx — Skill, Agent, MCP & Harness Catalog
+# ctx — Skill, Agent, MCP & Harness Recommendations
 
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
 [![Python 3.11+](https://img.shields.io/badge/Python-3.11+-green.svg)](https://python.org)
 [![PyPI](https://img.shields.io/pypi/v/claude-ctx.svg)](https://pypi.org/project/claude-ctx/)
-[![Tests](https://img.shields.io/badge/Tests-3501_collected-brightgreen.svg)](#)
+[![Tests](https://img.shields.io/badge/Tests-3516_collected-brightgreen.svg)](#)
 [![Graph](https://img.shields.io/badge/Graph-102%2C696_nodes_/_2.9M_edges-red.svg)](graph/)
 [![Docs](https://img.shields.io/badge/docs-MkDocs_Material-blue.svg)](https://stevesolun.github.io/ctx/)
 
-Watches what you develop, walks a **102,696-node** graph across **91,432 skills, 464 agents, 10,787 MCP servers, and 13 cataloged harnesses**, then recommends the highest-value skills, agents, and MCP servers for the current task. Custom/API/local model users get separate harness recommendations during `ctx-init` or `ctx-harness-install`. The shipped wiki includes 89,463 Skills.sh entries, 89,463 hydrated installable `SKILL.md` bodies, install commands, duplicate hints, and semantic graph edges. You approve what loads, installs, or gets adopted.
+ctx watches what you are building, walks a **102,696-node** graph, and
+recommends a small, top-scored bundle of skills, agents, and MCP servers for
+the current task. If you use your own local/API model instead of Claude Code,
+ctx has a separate harness catalog flow: tell it the model and goal, review the
+recommended harness, then install with dry-run/update/uninstall controls.
 
-> **2026-04-29 updates.**
-> - Added the curated `find-skills` workflow, backed by the canonical upstream install command `npx skills add https://github.com/vercel-labs/skills --skill find-skills`.
-> - Shipped 90,846 Skills.sh entries as first-class remote-cataloged `skill` nodes inside `graph/wiki-graph.tar.gz` and as `graph/skills-sh-catalog.json.gz`.
-> - Added 13 cataloged harnesses, including LangGraph, CrewAI, AutoGen, Google ADK, Semantic Kernel, Mastra, Pydantic AI, Haystack, OpenAI Agents SDK, LiteLLM, Langfuse, AgentOps, and text-to-cad.
-> - Added security/cyber review warnings to entity update reviews and documented the graph/wiki update procedure.
+Current shipped snapshot:
 
-> **2026-05-04 cleanup.**
-> - Pruned 1,383 Skills.sh records with no packaged `SKILL.md` body and no parseable Skills.sh prose body. The shipped catalog now contains only the 89,463 body-backed Skills.sh entries.
-
-> **2026-04-27 updates.**
-> - Imported [mattpocock/skills](https://github.com/mattpocock/skills) — 21 opinionated skills (TDD, domain-model, ubiquitous-language, github-triage, caveman compression mode, write-a-skill, plus 15 more) deployed under the `mattpocock-` prefix. See [`imported-skills/mattpocock/ATTRIBUTION.md`](imported-skills/mattpocock/ATTRIBUTION.md).
-> - Imported [designdotmd.directory](https://designdotmd.directory) — 156 DESIGN.md files (visual identities: color tokens, typography, spacing, components + rationale) deployed under the `designdotmd-` prefix. These are reference designs an agent can read when asked to build a UI. See [`imported-skills/designdotmd/ATTRIBUTION.md`](imported-skills/designdotmd/ATTRIBUTION.md).
-> - Skill total: 1,791 → **1,968** (+177).
+- **91,432 skills**: 1,969 curated/imported skills plus **89,463 body-backed Skills.sh skills**.
+- **464 agents**, **10,787 MCP servers**, and **13 cataloged harnesses**.
+- **2.9M graph edges** across semantic similarity, tags, slug tokens, source overlap, direct links, quality, usage, type affinity, and graph structure.
+- **89,463 hydrated `SKILL.md` bodies** in the shipped LLM-wiki; long entries are converted through the micro-skill gate instead of loading raw long prompts.
+- Entity updates for skills, agents, MCPs, and harnesses print benefits/risks and skip replacement unless you explicitly approve the update.
 
 ## Why it exists