code-health-scanner diagnoses spring boot projects for security vulnerabilities, performance anti-patterns, and code quality issues, outputting severity-classified markdown reports with fix suggestions.

gmail-litiao wraps the gmail api behind maton's oauth gateway, exposing read, send, label, thread, and draft operations via http endpoints. managed authentication but lacks procedural intent mapping and error recovery guidance.

cherry-mcp spawns and keeps mcp servers alive as child processes, exposing their tools via http rest endpoints for openclaw agents that lack native mcp support.

wechat-publish-pro converts markdown to styled html and publishes articles to wechat official account drafts. supports multiple themes, code highlighting, and cover image handling with pure python implementation.

ai-ugc-video-editor-job converts raw phone footage into polished 1080p social media clips via cloud rendering. users describe edits in natural language, the skill handles upload, processing, and export through a nemo video api backend.

kirk-competitor-analysis provides a structured framework for analyzing competitor seo and geo strategies across keywords, content, backlinks, and technical metrics. identifies ranking opportunities and content gaps but lacks concrete implementation details and edge case handling.

investment-decision-system codifies a six-dimensional (intent, numbers, value, edge, safety, timing) framework for personal investment decisions. it chains portfolio management, scoring, position sizing, risk checks, and html reports into a closed loop. framework is structured, but procedural depth and failure handling need work.

work-productivity-ontology-typed-workflow-helper guides design of typed schemas and lightweight knowledge graphs for agent workflows, covering entity modeling, cardinality rules, provenance tracking, and migration from unstructured sources.

anomaly-detection applies chronos-2 zero-shot forecasting with 4-method fusion (z-score, mad, iqr, moving average) to classify time-series anomalies by type and severity across csv/excel/json/api inputs, outputting interactive html dashboards and csv exports.

extracts speech transcripts and timestamped srt subtitles from local video files with cross-platform support and offline operation. outputs plain text, srt, and wav formats suitable for editing software like premiere and davinci resolve.

changshu-dev-assistant covers sql server to dameng database migration, code security scanning, and knowledge base search. core modules are real and functional after v3.0 refactor, but procedure clarity and error handling remain uneven.

deer-flow-manager covers installation, configuration, updates, and uninstallation of deerflow 2.0 with model selection workflows, system dependency detection, and basic troubleshooting for common startup failures.

douyin-download-china automates fetching and saving douyin short videos via mobile endpoints without login, resolving short urls, extracting internal video ids, and downloading 720p watermarked versions to local disk.

cap cut routes video editing requests to a cloud rendering backend, handling upload, ai-driven edits via sse streaming, and mp4 export. supports trim, captions, audio sync for short-form content.

markdown-to-html-converter documents conversion patterns across marked.js, pandoc, and gomarkdown libraries with practical examples and cli workflows. covers multiple markdown flavors and includes security warnings for sanitization.

browser-automation-zero-token provides a snapshot-driven loop for turning repetitive web tasks into reusable cli sequences using agent-browser, targeting login flows, form fills, and fixed click patterns without token overhead.

explore-nepal wraps the flyai flight search cli to book flights to nepal destinations. it enforces live cli execution over training data, supports multiple sort strategies (recommended, cheapest, fastest, direct), and includes bilingual trigger phrases for english and chinese queries.

the-bully-pulpit provides context on theodore roosevelt, william howard taft, muckraking journalism, and the progressive era. it maps book themes (friendship-rupture, trust-busting, the presidency as platform for reform) to user queries via intent routing and key principles.

context-window-tracker reports openclaw session token consumption in compact or detailed modes, with per-component breakdown, trend estimation, and auto-check opt-in. covers observation only, not remediation.

yihui-healthcheck audits host security posture for openclaw deployments, recommends hardening aligned to user risk tolerance, and schedules periodic checks. covers os context inference, firewall/ssh/update assessment, and staged remediation with rollback planning.

nm-pensive-bug-review systematically identifies bugs via language detection, reproduction planning, defect documentation with static analysis, and minimal fix preparation. covers five required workflow steps with evidence trails but lacks concrete decision logic and failure recovery patterns.

pension-calculation is a chinese retirement income calculator supporting web forms and llm conversation modes. it computes basic pensions, enterprise annuities, personal pensions and savings projections across all regions using unified national formulas.

zeelin-report-to-x-autopost fetches the latest unposted report from a website or json feed, generates an english x post summarizing it, publishes via web session, and tracks posted ids to prevent duplicates. schedulable via openclaw cron.

editor-adversarial-reviewer applies hostile-stance script critique across five narrative dimensions (hook, motivation, cliche, emotional manipulation, irreplaceability), assigning reject/conditional/pass verdicts based on dimension-level scoring thresholds.

openclaw-audit-log provides audit logging, two-stage confirmation for high-risk ops, rate monitoring, operation chain analysis, and content scanning. covers logging, querying, reporting, and skill integrity checks via python scripts and cron tasks.

ibkr-cli covers interactive brokers terminal operations including account setup, stock trading, order management, market data retrieval, and portfolio monitoring, with routing guidance across setup, trading, and account workflows.

yuanbao-send pushes messages and files to yuanbao group and direct chats via websocket, bypassing the openclaw plugin channel. supports text, images, and documents for scheduled tasks and cross-session notifications.

github-to-clawhub automates conversion of github repositories into openclaw skills via readme analysis, deduplication, skill.md generation, and clawhub publishing. handles slug naming, token validation, and some api error cases.

weixin-task-workbench multiplexes multiple parallel tasks into a single wechat conversation, routing each task to an isolated backend session while maintaining a unified chat interface. integrates task lifecycle (create, list, switch, summarize, close, archive) with persistent registry and natural language commands.

fanli converts product links and tao password codes into promotional urls with coupons, runs cross-platform price comparison across major chinese retailers, and surfaces historical price trends with purchase recommendations.

deep-research-openclaw-agent provides installation and wiring for an openclaw sub-agent that orchestrates hybrid search, source verification, and report validation into a structured research pipeline with explicit success/partial/failure outcomes.

doc-template generates gb/t 9704-2012 compliant chinese official documents in docx format. supports 15 document types with automated font, margin, and heading hierarchy enforcement. requires json body input and command-line invocation.

mp-tdd enforces vertical-slice test-driven development via tracer bullets rather than bulk test writing, with planning, incremental loops, and refactor phases.

dblp provides academic publication search across computer science literature via mcp, supporting boolean queries, fuzzy matching, author lookup, and bibtex export with required api key authentication.

poyo-sora-2-official-api covers text-to-video and image-guided video generation via poyo.ai, handling async job submission, parameter validation for duration and aspect ratio, and polling or webhook follow-up patterns.

text-to-video-explanation converts written content into short mp4 explainer videos via cloud gpu rendering. accepts txt, docx, pdf up to 500mb and returns 1080p output in 1-2 minutes with voiceover and visuals auto-generated.

weather-cn-fixed queries china weather net via bash script without api keys or llm dependency, supporting 50+ cities with parsed html output in <1 second.

photo-generator accepts text prompts or image uploads to produce ai-generated 1080p video exports via remote gpu rendering. requires nemo token authentication and covers session management, credit tracking, and export workflows with server-side composition.

astock-analyst provides a quantitative trading framework for chinese a-stock analysis with five-gate decision logic, automated cron monitoring, and structured post-trade reviews. covers data collection, indicator calculation, position management, and error recovery across multiple execution contexts.

the-heat-will-kill-you-first extracts goodell's climate heat thesis into seven use cases spanning physiology, inequality, migration, and survival tactics. strong on trigger phrases and reference routing, weak on step-by-step execution and failure recovery.

openclaw-memory-stack provides parallel 5-engine local search with structured fact extraction, 3-tier token control, and cross-agent memory sharing. runs entirely offline with optional cloud llm fallback for fact extraction.

kevros provides cryptographic governance for autonomous agents through policy verification, provenance attestation, and intent binding with independent downstream verification. pre-execution policy checks, post-execution audit trails, and compliance export are core primitives.

gitea-workflow defines a two-role async collaboration pattern (implementer + coordinator) driven by gitea issues and cron loops, with explicit communication templates and state transitions across game/doc/product contexts.

understanding-womens-words-skill interprets indirect relationship phrases and emotional subtext in communication, offering likely meanings and respectful response templates without claiming certainty about another person's thoughts.

redbook-skills automates xiaohongshu publishing and content interaction via headless chrome, covering image/video posts, login handling, search, comments, and engagement tracking through clearly ordered procedural flows.

payment-voucher-ocr wraps a scnet api service to extract structured fields from payment vouchers via ocr, including payer, method, purpose, amount, and authorized signatures. requires api key provisioning and respects 10 qps rate limits.

aisa-twitter-command-center wraps x/twitter search and posting via oauth relay, covering profiles, tweets, trends, lists, communities and spaces without password exposure. posting requires explicit approval.