Skill reviews

Train sparse autoencoders to interpret model features.

• 13 top-level sections: this looks like several domains in one skill
• Does not say what the result is
• No condition that starts the skill

Vector search engine for production RAG systems.

• 13 top-level sections: this looks like several domains in one skill
• Does not say what the result is
• No condition that starts the skill

Fast vector similarity search at billion scale.

• 10 top-level sections: this looks like several domains in one skill
• Does not say what the result is
• No condition that starts the skill

Serverless GPU cloud for ML jobs and model APIs.

• 17 top-level sections: this looks like several domains in one skill
• Does not say what the result is
• No condition that starts the skill

Reference-free preference alignment, simpler than DPO.

• Does not say what the result is
• No condition that starts the skill

RL post-training for LLMs with Megatron and SGLang.

• References files that are not bundled: examples/search-r1/, scripts/models/
• 14 top-level sections: this looks like several domains in one skill
• 2 referenced file(s) missing: examples/search-r1/, scripts/models/

Notion API + ntn CLI: pages, databases, markdown, Workers.

• 10 top-level sections: this looks like several domains in one skill
• The response is described with custom markup (4 tags): a typed call is more reliable
• Does not say what the result is

Search/download GIFs from Tenor via curl + jq.

• References files that are not bundled: url
• 1 referenced file(s) missing: url
• Does not say what the result is

Search arXiv papers by keyword, author, category, or ID.

• 15 top-level sections: this looks like several domains in one skill
• Does not say what the result is
• No condition that starts the skill

Validated interactive HTML diagrams, upstream-maintained.

• References files that are not bundled: scripts/check-update.mjs
• 1 referenced file(s) missing: scripts/check-update.mjs
• Does not say what the result is

Draw code changes as animated architecture/data-flow SVGs.

• References files that are not bundled: .pr-lens/<view>.svg
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• The response is described with custom markup (6 tags): a typed call is more reliable

Meta-cognitive self-learning system - Automated skill evolution based on predictive coding and value-driven mechanisms.

• References files that are not bundled: MCP_CONFIG.md, ../MEMORY.md
• 2 referenced file(s) missing: MCP_CONFIG.md, ../MEMORY.md
• Does not say what the result is

Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks Clawdbot to add a ta

• The response is described with custom markup (17 tags): a typed call is more reliable
• Does not say what the result is
• No condition that starts the skill

The first security skill to install after setting up OpenClaw — powered by Tencent Zhuque Lab. Works like an antivirus for your AI environment: audits installed skills, scans skill

• References files that are not bundled: 参考reference链接
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 25 top-level sections: this looks like several domains in one skill

Google Workspace Admin SDK integration with managed OAuth. This is a write-capable administrative integration for users, groups, organizational units, roles, and domain settings. O

• References files that are not bundled: references/<source>/triggers.md, references/{source}/triggers.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 14 top-level sections: this looks like several domains in one skill

Postiz is a tool to schedule social media and chat posts to 28+ channels X, LinkedIn, LinkedIn Page, Reddit, Instagram, Facebook Page, Threads, YouTube, Google My Business, TikTok,

• References files that are not bundled: COMMAND_LINE_GUIDE.md, examples/EXAMPLES.md, examples/basic-usage.sh
• 11 top-level sections: this looks like several domains in one skill
• 8 referenced file(s) missing: COMMAND_LINE_GUIDE.md, examples/EXAMPLES.md, examples/basic-usage.sh

OpenClaw Token Optimizer v3.2.0 — practical cost-control toolkit for OpenClaw agents. Lazy context loading, Sonnet/Opus-aware routing, heartbeat scheduling, local token budgets, ca

• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 10 top-level sections: this looks like several domains in one skill
• Does not say what the result is

• References files that are not bundled: references/routing-guide.md
• 1 referenced file(s) missing: references/routing-guide.md
• Does not say what the result is

Evaluate skill quality, find the weakest dimension, and apply directed improvements. Also tracks usage to spot idle or risky skills. Use when: first session after install, or user

• References files that are not bundled: scripts/hud-extra.js
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 10 top-level sections: this looks like several domains in one skill

Fast file-name and content search using `fd` and `rg` (ripgrep).

• Prose only: no discrete steps
• Does not say what the result is

Query and manage Linear issues, projects, and team workflows.

• Does not say what the result is
• No condition that starts the skill

一键发布 Markdown 到微信公众号草稿箱。基于 wenyan-cli，支持多主题、代码高亮、图片自动上传。

• References files that are not bundled: images/photo.jpg, /Users/bruce/photo.jpg
• 10 top-level sections: this looks like several domains in one skill
• 2 referenced file(s) missing: images/photo.jpg, /Users/bruce/photo.jpg

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, a

• Does not say what the result is
• No condition that starts the skill

Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claud

• References files that are not bundled: URL
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 1 referenced file(s) missing: URL

Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsi

• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• The skill tells the model to perform an irreversible action with no human approval
• Does not say what the result is