Skill rating
24 863 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 5101 | A | AI-Driven Development Life Cycle (AI-DLC) adaptive workflow for software development. Use when: starting a new project, new feature, bug fix, refactoring, migration, or any dev task. Chinese triggers: | 98 | 84 | D | — | ↓ 1 077 | 11 May 2026 | |
| 5102 | A | Infrastructure inventory automation and utility/integration operations for netbox-proxmox-sync, an idempotent state sync that models Proxmox VE and UniFi into NetBox DCIM/IPAM. Use when deploying it, | 100 | 88 | D | — | ↓ 457 | 23 Jun 2026 | |
| 5103 | A | Safely write or append text content to files ONLY in /home/alfred/.openclaw/workspace/scratch. Creates backups before overwriting ({filename}.bak, .bak.1, etc.). Creates subdirectories if needed. Trig | 100 | 80 | C | — | ↓ 999 | 18 May 2026 | |
| 5104 | A | Use to compete in the WorldQuant BRAIN Challenge and climb to GOLD (10000) with AI assistance: sign-up, discovering accessible fields/operators via API, constructing alpha factors (fundamental x analy | 100 | 88 | D | — | ↓ 300 | 4 Jul 2026 | |
| 5105 | A | Stabilize multi-image generation by converting prompts into a retryable serial job queue, inspecting runtime capabilities, routing through built-in ImageGen, ChatGPT Computer Use, manual handoff, loca | 100 | 87 | B | — | ↓ 299 | 23 Jul 2026 | |
| 5106 | A | 全生命周期质量保障专家,覆盖需求、设计、编码、测试、上线、运维全阶段的质量保障活动。
融合缺陷预防(逆向操作、依赖踏空、并发冲突、新旧兼容、状态迁移、因果判定)与质量度量、持续改进三大支柱,
帮助团队建立「预防-评审-度量-改进」的质量闭环,实现软件质量的持续提升。
Use when:
- 需求/设计/编码/测试/上线/运维任一阶段,需要质量保障支持
- 需要识别潜在缺陷和风险点(预防阶段)
- | 100 | 80 | C | — | ↓ 638 ★ 1 | 15 Jun 2026 | |
| 5107 | A | Visual analysis and diagnostic tools to help machine learning model selection. ml-visualizer, python, anaconda, estimator, machine-learning, matplotlib. | 100 | 79 | C | — | ↓ 991 | 17 May 2026 | |
| 5108 | A | Use when user asks about Decker signals, portfolio, orders, auto-order rules, news digest, Slack/Telegram integration, or exchange API key setup. Triggers: 하이, 안녕, 시그널, 포지션, 수익현황, 매수해줘, 매도해줘, 자동주문, 청산 | 100 | 79 | C | — | ↓ 1 012 | 18 May 2026 | |
| 5109 | A | Universal scripting utilities supporting 8+ languages (Bash, PowerShell, Python, Perl/Raku, JavaScript, Tcl), IRC bot frameworks (pbot, Limnoria), system management (systemd, Ubuntu/CentOS), and WebSe | 98 | 85 | D | — | ↓ 584 | 11 May 2026 | |
| 5110 | A | Help users with Ask HN: I Need Help for a Product. Use when a user asks for creative-and-content, ask-hn, ask, product, very, or needs a practical workflow, artifact, checklist, analysis, or implement | 100 | 84 | C | — | ↓ 431 | 14 Jun 2026 | |
| 5111 | A | work-productivity-word-mail-workflow-helperProcedureWordSoftware developmentData and analyticsClawHubAgent Skills Build and troubleshoot Microsoft Word mail merge and DOCX template workflows with merge fields, content controls, document properties, repeated sections, data sources, and formatting preservation. Use | 100 | 84 | C | — | ↓ 430 | 15 Jun 2026 | |
| 5112 | A | Help users with enhancement(adaptive/planner): remove adaptive per-node FILE_CEILING and let planner group cohesive write sets. Use when a user asks for work-productivity, enhancement, areascripts, ar | 100 | 84 | C | — | ↓ 430 | 14 Jun 2026 | |
| 5113 | A | Use when auditing a repository for evidence-backed gaps between code, SPECs, architecture, and documentation — before a release, after a review, or when the user asks what is missing or divergent. Con | 99 | 92 | B | — | ↓ 117 | 4 d ago | |
| 5114 | A | PPTX→PDF watermark tool with real-time mobile parameter tuning. Convert PPT/PPTX to PDF, add custom watermarks (diagonal/grid/center), adjust text/size/opacity/rotation/color — all tunable live from y | 100 | 85 | D | — | ↓ 741 | 2 Aug 2026 | |
| 5115 | A | Help users with [Enhancement] Filter Account Dropdown in New Entry Form Based on Selected Payment Method. Use when a user asks for general-help, enhancement, filter, account, dropdown, or needs a prac | 100 | 84 | C | — | ↓ 427 | 14 Jun 2026 | |
| 5116 | B | Publish and discover AI-native scientific papers. Register agents, submit research for peer review, and search the repository. | 100 | 71 | D | — | ↓ 2 501 ★ 3 | 11 May 2026 | |
| 5117 | A | Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch. | 100 | 83 | C | — | ↓ 577 | 11 May 2026 | |
| 5118 | A | Generate LLM-optimized codebase context from any directory using context-builder CLI | 100 | 78 | B | — | ↓ 1 717 | 11 May 2026 | |
| 5119 | A | Help users with Considerations about migrating away from bun?. Use when a user asks for work-productivity, considerations, migrating, away, bun, or needs a practical workflow, artifact, checklist, ana | 100 | 84 | C | — | ↓ 425 | 14 Jun 2026 | |
| 5120 | A | Use this skill when you need to write, review, optimize, or debug SQL queries. Covers query construction, performance tuning, index strategy, window functions, CTEs, and common anti-patterns for Postg | 100 | 80 | C | — | ↓ 1 021 | 11 May 2026 | |
| 5121 | A | Help users with Ask HN: How can I get rich by emigrating to USA and starting a business Q3 2026?. Use when a user asks for business-and-operations, ask-hn, ask, rich, emigrating, or needs a practical | 100 | 84 | C | — | ↓ 424 | 14 Jun 2026 | |
| 5122 | A | Midjourney style generation, supports aspect ratio, Bot type, and output position (grid/U1-U4). Suitable for artistic and strongly stylized creative generation. Midjourney 风格出图入口,支持画幅、Bot 类型与输出位(grid/ | 100 | 75 | C | — | ↓ 3 724 | 5 d ago | |
| 5123 | A | Deterministic external memory for OpenClaw and coding agents using S3-Hipokamp. Use for storing durable facts, retrieving prior decisions, snapshotting memory, and restoring agent state. | 100 | 80 | C | — | ↓ 971 | 11 May 2026 | |
| 5124 | A | Manage and automate coding tasks with Jules, Google's autonomous AI coding agent CLI. Use when delegating repository tasks, tracking remote sessions, reviewing/applying patches, or using teleport. | 100 | 88 | D | — | ↓ 228 | 34 d ago | |
| 5125 | A | Create AI-friendly project structures using progressive disclosure indexing (AGENTS.md, module INDEX.md files, file intent headers). ALWAYS use this skill when the user wants to: create or update AGEN | 100 | 77 | C | — | ↓ 922 ★ 1 | 11 May 2026 | |
| 5126 | A | Skill evaluation framework. Use when: testing trigger rate, quality compare (with/without skill), or model comparison. Runs via sessions_spawn + sessions_history. Trigger words: evaluate skill, benchm | 100 | 81 | C | — | ↓ 990 | 17 May 2026 | |
| 5127 | A | Security scanning tool for OpenClaw Skills. Detects malicious code patterns,
extracts domains, and checks threat intelligence APIs. Use when: installing new
Skills (pre-installation security check), | 95 | 86 | C | — | ↓ 876 ★ 1 | 11 May 2026 | |
| 5128 | A | Read one mailbox's messages or a paginated mail list from a Cloudflare temporary mail system through the `/admin/mails` admin API and return structured results. Use when Codex is asked to fetch or rea | 94 | 92 | C | — | ↓ 570 | 18 May 2026 | |
| 5129 | A | Image metadata stripper — remove EXIF, GPS, camera info, and other metadata from JPEG/PNG/GIF images. Use when you publish photos and want to remove PII. Pure stdlib (no Pillow required), no LLM. | 100 | 85 | C | — | ↓ 420 | 15 Jun 2026 | |
| 5130 | B | A continuously adaptive skill suite that empowers Clawdbot to act as a versatile coder, business analyst, project manager, web developer, data analyst, and NAS metadata scraper. It intelligently disco | 100 | 67 | C | — | ↓ 4 319 ★ 3 | 17 May 2026 | |
| 5131 | A | Help users with feat: Add frequently asked Linked List problems from top MNCs (Amazon, Google, Microsoft). Use when a user asks for general-help, gssocapproved, typefeature, mentorpankajsingh34, feat, | 100 | 84 | C | — | ↓ 418 | 14 Jun 2026 | |
| 5132 | A | Audit Claude, Codex, OpenClaw, and ClawHub skill packages before publishing; produce concrete fix lists, trust scores, and shareable proof cards. | 95 | 90 | C | — | ↓ 621 | 23 May 2026 | |
| 5133 | A | Convert voice messages and audio files to text using Vosk offline speech recognition. Use when a user sends a voice message, audio file, or asks to transcribe speech to text. | 100 | 83 | C | — | ↓ 621 | 11 May 2026 | |
| 5134 | A | Connect to remote servers over SSH, read sibling config.yaml to understand service metadata and log locations, download only required log snippets to local temp for analysis, and diagnose issues from | 100 | 80 | D | — | ↓ 956 | 18 May 2026 | |
| 5135 | A | Use this skill when the user asks to edit, modify, replace text, or add/remove elements in an image. Always preserve original resolution. Always verify output with vision model. Never resize or scale | 100 | 84 | C | evals | ↓ 340 | 9 Jun 2026 | |
| 5136 | A | Review code for quality, security, and maintainability following team standards. Use when reviewing pull requests, examining code changes, or when the user asks for a code review. | 100 | 80 | C | — | ↓ 950 | 11 May 2026 | |
| 5137 | A | UUID inspector — parse any UUID and extract version (1-8), variant (RFC 4122, Microsoft, NCS, Future), timestamp (v1, v7), MAC address (v1). Use when you need to analyze, validate, or audit UUIDs. Pur | 100 | 85 | C | — | ↓ 414 | 15 Jun 2026 | |
| 5138 | A | Retrieve only relevant sections from Markdown memory, project notes, decision logs, and heading-structured knowledge bases with the mdselect CLI. Use when Codex needs to recall prior context, decision | 100 | 88 | C | — | ↓ 433 | 10 Jul 2026 | |
| 5139 | A | CSS specificity calculator — compute (a, b, c) specificity for any CSS selector. Handles :is(), :not(), :where(), combinators, attribute selectors. Use when you need to debug CSS conflicts. Pure stdli | 100 | 85 | C | — | ↓ 413 | 15 Jun 2026 | |
| 5140 | A | Uses a fixed home camera to detect prolonged standing, bending, and related posture of a pregnant woman, track standing duration and bending frequency, and assess fatigue risk. It sends rest reminders | 100 | 81 | F | — | ↓ 1 828 | 21 d ago | |
| 5141 | A | IBAN validator — check IBAN format and mod-97 checksum for 100+ countries. Use when you need to validate international bank account numbers. Pure stdlib, no LLM. | 100 | 85 | C | — | ↓ 412 | 15 Jun 2026 | |
| 5142 | A | Generate beautiful draw.io diagrams with a mandatory visual QA loop. Covers flowcharts, ERD, architecture, sequence, and class diagrams. Use when user requests any diagram or visualization. | 100 | 88 | D | — | ↓ 431 | 8 Jul 2026 | |
| 5143 | A | When a symptom has several plausible causes, rank falsifiable hypotheses and run the cheapest discriminating observation first; prefer least-assumptive survivors only after evidence fit. | 100 | 87 | C | — | ↓ 283 | 45 d ago | |
| 5144 | A | remotion-best-practices-2ProcedureMedia and videoSoftware developmentsundial-org/awesome-openclaw-skillsAgent Skills Best practices for Remotion - Video creation in React | 100 | 77 | C | — | ★ 663 | 7 Mar 2026 | |
| 5145 | A | remotion-best-practicesProcedureMedia and videoSoftware developmentsundial-org/awesome-openclaw-skillsAgent Skills Best practices for Remotion - Video creation in React | 100 | 77 | C | — | ★ 663 | 7 Mar 2026 | |
| 5146 | A | claude-code-usageIntegrationAI and agentsSoftware developmentsundial-org/awesome-openclaw-skillsAgent Skills Check Claude Code OAuth usage limits (session & weekly quotas). Use when user asks about Claude Code usage, remaining limits, rate limits, or how much Claude usage they have left. Includes automated s | 99 | 78 | B | — | ★ 663 | 7 Mar 2026 | |
| 5147 | A | evm-wallet-skillIntegrationAI and agentsSoftware developmentsundial-org/awesome-openclaw-skillsAgent Skills Self-sovereign EVM wallet for AI agents. Use when the user wants to create a crypto wallet, check balances, send ETH or ERC20 tokens, swap tokens, or interact with smart contracts. Supports Base, Ethe | 95 | 84 | C | — | ★ 663 | 7 Mar 2026 | |
| 5148 | A | network-scannerProcedureSoftware developmentWriting and documentssundial-org/awesome-openclaw-skillsAgent Skills Scan networks to discover devices, gather MAC addresses, vendors, and hostnames. Supports known networks (from config) or custom CIDRs. | 100 | 77 | B | — | ★ 663 | 7 Mar 2026 | |
| 5149 | A | chart-imageGeneratorPlaywrightInfrastructureSoftware developmentsundial-org/awesome-openclaw-skillsAgent Skills Generate publication-quality chart images from data. Supports line, bar, area, and point charts. Use when visualizing data, creating graphs, plotting time series, or generating chart images for report | 95 | 86 | D | — | ★ 663 | 7 Mar 2026 | |
| 5150 | A | Generic Notion API CLI (Node) for search, querying data sources (databases), and creating pages. Configure with NOTION_KEY (or ~/.config/notion/api_key). | 100 | 78 | C | — | ★ 663 | 7 Mar 2026 |