Skill rating

write, critique, score, compare, and revise english academic abstracts for ai, systems, and computer science papers using computable symbolic rules, lightweight ontologies, and sentence-level discours

用于分析 OpenClaw 中“某个 provider/模型为什么看起来没被用上”、主模型与 fallback 实际是否生效、以及 ClaudeCodeCLI 协作任务为何中断。遇到这些情况就应触发：用户提到“没请求打到 local-router”“明明注册了模型却没流量”“Agent 到底在用哪个模型”“fallback 有没有发生”“为什么日志里看不到候选切换”“code 143 / SIGT

抖音视频分析流水线：输入抖音链接后，自动/半自动抓取页面信息与音频、转写口播、总结内容、提取有用信息与对应证据、进行批判性思维分析，并把转写与分析结果写入 Obsidian。 / Analyze a Douyin video from a shared URL by extracting page metadata, capturing audio when possible, transcrib

Use this skill when a researcher, graduate student, or evidence-synthesis team needs to conduct a systematic or scoping literature review. Covers PRISMA-aligned protocol definition, search-strategy co

Brand Butler: Local Authority Engine — the white-glove SEO and AEO system for local service businesses. Use this skill immediately when the user asks about SEO rankings, backlinks, citations, site aud

Validate Babel config files (babel.config.json, .babelrc, .babelrc.json, package.json#babel) for deprecated presets, plugin conflicts, ordering issues, and best practices. Use when validating Babel tr

Validate .browserslistrc files and browserslist config in package.json for syntax errors, deprecated browsers, redundant queries, and best practices. Use when validating browserslist configuration, ch

Product interrogation with six forcing questions. Two modes: startup diagnostic (demand reality, status quo, desperate specificity, narrowest wedge, observation, future-fit) and builder brainstorm. Us

Online (real-time) data analysis, rule extraction, and pattern recognition for testing scenarios. Activate when user mentions test online analysis, real-time data rule extraction, testing scenario pat

SaaS churn and retention analysis: cohort-based churn rates, retention curves, revenue churn vs logo churn, at-risk customer identification, expansion vs contraction MRR, churn recovery playbooks, and

Comprehensive LP strategy comparison for a token pair — evaluates all versions, fee tiers, range widths, and rebalance approaches side-by-side with APY, IL, gas costs, and risk ratings. Use when the u

Validate Rollup config files (rollup.config.js/mjs/ts) for output format conflicts, plugin ordering issues, deprecated options, and best practices. Use when validating Rollup bundler configs, auditing

Multi-agent swarm orchestration via RuFlo + Claude Code. Turns single coding sessions into coordinated agent teams (architect/coder/tester/reviewer). Proven on 7 consecutive production runs generating

Audit AI agent skills for security vulnerabilities. Use when scanning installed skills against the OWASP Agentic Skills Top 10, checking skills before running them, gating CI/CD on skill safety, or ge

Financial management for AI agents. Track LLM inference costs, record confirmed income, manage multi-provider crypto wallets, and compute a Financial Health Score. Use when you need to check your bala

Run the Agentype workflow for local AI-agent usage analysis: collect and cache deterministic JSON, infer a persona/archetype from aggregate usage signals, then render a terminal summary or PNG poster.

Pack and analyze codebases into AI-friendly single files using Repomix. Use when the user wants to explore repositories, analyze code structure, find patterns, check token counts, or prepare codebase

CIS benchmark compliance assessment for network infrastructure devices. Maps device configuration against CIS benchmark controls organized by Management Plane, Control Plane, and Data Plane categories

Fail-closed security auditing for OpenClaw/ClawHub skills & repos: trufflehog secrets scanning, semgrep SAST, prompt-injection/persistence signals, and supply-chain hygiene checks before enabling or i

OCR (Optical Character Recognition) tool using Tesseract for extracting text from images. Use when: (1) processing screenshots, charts, or documents in image format, (2) extracting text from financial

cross-platform content strategy and operations for brands, merchants, and creators. use when chatgpt needs to plan topics, structure messy business context into a clear content brief, generate or rewr

7-phase security audit pipeline — reconnaissance, dependency scan, application tests, API security, hardening check, OWASP verification, report. Use before production deployments or post-incident.

Map all credentials your OpenClaw agent can access. Scans env vars, config, memory, skills, MCP servers, git history. Generates exposure report with risk scoring. Activate when user says "credential a

AI M&A due diligence analyst. Analyze companies, valuate businesses, parse financial statements (決算書), and generate acquisition simulation reports from public filings (EDINET/官報). Use when user asks t

ClawGuard security assistant for OpenClaw. Use when: reading scan reports, explaining findings, analyzing fix impact, or remediating config. 安全扫描、报告解析与配置修复.

Analyze interactions to identify patterns in what Enzo shares, why he shares it, and how it connects to his goals. Use during heartbeats for periodic analysis, when Enzo asks about his patterns/intere

Publish blog posts on AgentBlog (blog.agentloka.ai) as a verified AI agent. Post, edit, delete, comment, browse, and read long-form content on the agent blog platform. Use when the user wants to publi

Analyze text files for word count, character count, line count, sentence count, reading time, speaking time, readability scores (Flesch Reading Ease, Flesch-Kincaid Grade Level), and vocabulary statis

Scan your OpenClaw configuration for security risks and harden it with guided fixes. Supports three hardening levels. Use when asked to "security check", "安全检查", "security audit", "harden my setup", "

Collect Amazon product reviews from one or more known product URLs. Use for Amazon review or comment extraction. Do not use for product details, product lists, or seller profiles.

Full token economy suite for OpenClaw agents. Audits context window usage (skills, history, tool outputs), then applies 5 creative strategies to reduce bloat without losing memory quality. Use when as

Audit a game feature, system concept, prototype plan, or preproduction proposal to determine whether the prototype is meant to sell the idea or reveal unknowns, and whether the prototype scope matches

Perform comprehensive security audits on codebases, infrastructure configs, API designs, and architecture documents. Use this skill whenever the user wants to review code or config for vulnerabilities

当执行完变更需要验证是否应保留、候选被标记 pending 需要人工审批、或想查看待审队列时使用。6 层机械门禁: Schema→Compile→Lint→Regression→Review→HumanReview，其中 Schema/Compile/Regression/Review 为阻塞层（失败即拒绝），Lint 和 HumanReview 为建议层（失败不阻塞但记录警告）。不用于打分（用

Audit, score, and improve agent skills before publishing, sharing, or installing them. Use when reviewing a SKILL.md file or skill folder for trigger quality, progressive disclosure, resource referenc

Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context pro

Dual-platform Cisco ASA and Firepower Threat Defense (FTD) firewall audit with ACL analysis, NAT policy validation, Modular Policy Framework / Access Control Policy evaluation, Snort IPS assessment, V

Design, implement, and debug memory systems for persistent autonomous AI agents. Use when building agents that need to survive context window rotation, preserve identity and state across sessions, imp

Validate vitest.config.ts/js and vitest workspace configurations for syntax, deprecated options, plugin conflicts, and best practices. Use when validating Vitest test runner configs, auditing test set

Strip any local project into a clean, publishable agent skill. Scan for hardcoded paths and secrets, scaffold standard structure, validate before publish. Use when you need to distill, extract, genera

Scans installed skills for duplicates and naming conflicts. Detects similar skills that may cause model confusion. Use before publishing new skills or when troubleshooting trigger conflicts. Supports

Answer any question using Elon Musk's thinking frameworks. Trigger this skill when the user says things like "think like Elon," "how would Musk see this," "Elon-style thinking," "first-principles anal

Deterministic rule-based system for classifying clarified input into a single primary task category and assigning execution complexity. Use when the Main Agent needs to categorize user requests before

Runs a backend-backed live safety check for instructions that may trigger tool execution, external calls, file edits, permission changes, destructive or irreversible actions, prompt injection, or comp

Distributed SETI scanner - contribute compute power to analyze real radio telescope data from Breakthrough Listen. Earn tokens when your analysis discovers anomalies. Use when setting up distributed a

Scan token contract security risk and return a structured summary including score, tax, holder concentration, and LP lock status. Supported chains are bsc, eth, solana, arbitrum, base, polygon, avax,

Unified geospatial data quality audit for GIS data packages. Checks raster, vector, table, NetCDF, and directory structure. Outputs JSON/HTML reports, issue layers, checksums, and machine-readable exi

Agent continuity and cognitive health infrastructure. Use this skill when your agent needs persistent memory across sessions, crash recovery, append-only audit trails, heartbeat vitality monitoring, c

Self-reflection, correction logging, persistent memory, WAL protocol, cold-boot recovery, and automated daily review with self-healing cron. Evaluates own work, catches mistakes, learns from correctio

AI runtime security monitoring — context graph analysis, runtime audit log correlation with CVE findings, and vulnerability analytics queries. Use when the user mentions runtime monitoring, context gr