ckw-skills
ckw-skills — Conner K. Ward's Claude Code marketplace of skills + MCP servers: human-in-the-loop studios, deterministic design tooling, and personal-data search.
Install / Use
claude mcp add connerkward -- npx -y github:connerkward/ckw-skillsIf the server publishes to npm under a different name, use that package instead — check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of ckw-skills
ckw-skills scores 73/100 on our quality scale, 3756th of 4,650 Development & Engineering skills we index.
Its MCP Server is 8.2 KB long, well organised into 13 sections with 1 code example: a thorough specification that gives an agent plenty to work with.
It has 3 GitHub stars, so there is little community track record yet; judge it on its content.
Maintenance, license and trust
- The repository was last updated about 4 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
- Our last check on 2026-09-12 found the source still online.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 78/100, with 2 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-10-03. Automated pattern scan on 2026-10-03. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
ckw-skills compared with similar skills
All 4 of these similar skills score higher than ckw-skills; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| ckw-skills (this skill)by connerkward | 73 | 3 | 4mo ago | MCP Server |
| Agent-Reachby Panniantong | 100 | 106.0k | 4d ago | CLAUDE.md |
| taste-skillby Leonxlnx | 100 | 105.1k | today | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 78.2k | today | CLAUDE.md |
| ai-job-searchby ai-job-search-dev | 100 | 67.4k | 2d ago | CLAUDE.md |
Frequently asked questions
- How do I install ckw-skills?
- Run
claude mcp add connerkward -- npx -y github:connerkward/ckw-skills. The install tabs above show the steps for each supported agent. - Which AI agents does ckw-skills work with?
- It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
- Is ckw-skills safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 78/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is ckw-skills still maintained?
- The repository was last updated about 4 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
Skill content
View source on GitHub
ckw-skills
A Claude Code plugin marketplace of skills and MCP servers by Conner K. Ward, built around three ideas: human-in-the-loop generative studios, determinism over AI randomness, and traversing your own mass of data.
This repo is an index, not the skills themselves — it ships a single
.claude-plugin/marketplace.json manifest that
the /plugin marketplace add command reads to resolve and install each one from
its own repo (linked below).
Install
/plugin marketplace add connerkward/ckw-skills
/plugin install lookdev@connerkward
The marketplace name stays connerkward, so installs are <name>@connerkward.
Skills & servers
| Name | What it is | Repo | |---|---|---| | lookdev | Human-in-the-loop web studio to tune AI output by eye | lookdev-studio-skill | | deterministic-design | Render + measure your UI (layout audit + vision-judged usability) | deterministic-design-skill | | screenstudio-alternative | Open-source headless Screen Studio alternative | screenstudio-alternative-skill | | ckw-design | Frontend design: direction, system, philosophy | ckw-design-skill | | web-media-getter | One query across free image/video/GIF APIs | web-media-getter-skill | | macos-screen-recorder | macOS screen recording with system audio (CLI) | macos-screen-recorder-system-audio | | lookdev-auto | Automated vision-judged tuning loop | lookdev-auto-skill | | apple-notes | MCP server: semantic search + connection-discovery across your own Apple Notes | mcp-apple-notes | | muser | Local-first semantic image search by description — on-device CLIP/SigLIP + LanceDB; CLI + MCP gallery | Muser | | skeuo | MCP server: turn a sentence into a real, working skeuomorphic music-player skin — switches flip, knobs turn, faders slide. Bundles the skill + an inline Create/preview ext-app | skeuo-mcp |
Previews
Each image lives in its own skill repo's docs/ and is linked here.
lookdev — tune AI output by eye in a live studio
A real studio instance: a depth map extruded into a machinable XPS bas-relief, with live controls for plaque size, board thickness, depth remap, material, lighting, and a sheet-layout visualizer. You drag, it re-renders — you never guess a number. repo

deterministic-design — render the UI and measure it
The thesis, animated: balance is a measurable quantity. A layout's ink-weighted centroid must land on
the optical center — so the model measures the moment and self-balances (grow the heading, settle the
image) instead of asking an LLM to eyeball it. The demo itself is audited by the skill's own layout-audit.js. repo

screenstudio-alternative — headless Screen Studio pipeline
Auto speed-up of idle, auto-zoom on click clusters, keystroke overlays, a smoothed synthetic cursor, and 9:16 vertical export — all from the CLI, no GUI, no subscription. repo

lookdev-auto — a vision model rates rendered variants in a loop
N labeled variants render into one contact sheet (params burned on each cell), a vision model scores them and suggests new values, and the best is applied — the eye is automated, you run the loop. repo

macos-screen-recorder — CLI capture with system audio, no driver
Records the main display plus system audio via ScreenCaptureKit — the one gap QuickTime and
screencapture -v can't fill without a loopback driver. No BlackHole, no sudo, one Swift binary. repo

web-media-getter — one query, fanned out across free media sources
Searches free images, videos, and GIFs in one query — openverse, wikimedia, internet archive, the Library of Congress, NASA (and, with free keys, Pexels / Pixabay / GIF engines) in parallel — returning a normalized, license-tagged result list with attribution. The retrieval peer to local search and generation. repo

apple-notes — search and connect your own corpus of notes
An MCP server that turns your Apple Notes into a searchable, traversable corpus: hybrid semantic + keyword search, Swanson-ABC bridges (non-obvious A↔C links via a shared note), entity threads, related-notes, and cited synthesis over everything you've written. Search, embeddings, and bridges run on-device; only synthesis calls an LLM (local or cloud). Installs as a plugin and registers the MCP server in one step. repo

muser — find images by describing them
Local-first semantic image search: index folders of images, then query them in natural language ("sunset over water", "a login screen with a blue button"). On-device SigLIP/CLIP embeddings + LanceDB — fully offline, no API keys. Ships as a CLI, an MCP server with an interactive results gallery, and a skill. repo

skeuo — a sentence becomes a real, working skeuomorphic skin
Say "a fanged anglerfish jaw" and get back a finished music-player: a body shaped like that jaw,
with genuinely working hardware — switches that flip, knobs that turn, faders that slide — composited
live over a WebAudio engine. The prompt is the device's silhouette; the controls come from a chosen
variant, aligned true by construction (drawn inside the painted mask, never detected or repaired).
Installs as a plugin and registers the MCP server, bundling the skeuo-skin-generator skill and an
inline Create/preview ext-app. repo · live demo

MIT © Conner K Ward
Related Skills
Agent-Reach
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taste-skill
105.1kAgent skills that give coding agents taste: art direction, reference images and a browser check instead of generic AI pages
headroom
78.2kCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
ai-job-search
67.4kThe job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
