AI Ml AI Skills

PDF and document utilities for generating, merging, validating, and exporting repository documentation from Markdown sources. Useful for creating printable guides, skill documentation, and…

Use when self-hosting an LLM app platform with visual orchestration — docker compose up in dify/docker, knowledge bases with hybrid retrieval + rerank, Chatflow/Workflow nodes (Knowledge Retrieval,…

4-phase root cause process before any fix. Use whenever you encounter an error.

Determines whether graph-structured requirements are ready for architecture, development, and verification, then derives the smallest coherent build-preparation package without inventing requirement…

Guides the agent through upgrading a Capacitor app from v7 to v8. Use when the project is on Capacitor 7 and needs the v8 migration path. Do not use for other major versions, plugin-only upgrades, or…

Set up and troubleshoot Datadog — Agent deployment on Kubernetes, APM instrumentation, Log Management, Monitors, Dashboards, SLOs, Synthetic tests, and live incident investigation using the Datadog…

Catalyst QuickML — no/low-code ML, Generative AI, and ready-to-use AI platform. Covers (1) Prediction: ML pipelines, classification/regression, text analytics, recommendation, forecasting, clustering,…

Bump the version, generate release notes, and publish a new skillsaw release to PyPI. Use when cutting a new release.

Discovers internal contacts (1st/2nd degree connections, university alumni, ex-colleagues) and recruiters at target companies, stages personalized referral requests or outreach DMs in DB, and applies…

State machines, ISRs, RTOS, hardware abstraction, and timing analysis — domain expertise for electrical and embedded systems engineers

Front door for cap-evolve: routes an optimization request to the right pipeline phase. Use when someone wants an agent, skill, system prompt, tool surface, or MCP toolset to score higher on an eval,…

Enforces a typed-error spine — a hand-rolled sealed Result<T,F> plus one per-boundary sealed Failure carrying a stable code and typed params (never a localized string), returned instead of thrown;…

Applies Sun Tzu's strategic principles to competitive business situations, covering self-knowledge and competitor intelligence, winning without direct confrontation, speed and timing, terrain…

pypi should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 2 operation/source entries against https://pypi.org.

Incident-response playbook (PB-001) for brute-force, password-spraying and credential-stuffing attacks against SSH, PAM, Windows logon and web logins; use when Wazuh raises authentication-failure…

Apply explicitly accepted, evidence-backed defect fixes in the eligible existing session that produced the review or diagnosis, preserving secured evidence.

End-to-end OCA module migration workflow for porting addons between Odoo major versions and preparing [MIG] pull requests. Use when migrating OCA modules, porting addons between Odoo versions,…

Govern flaky tests and suite reliability: rerun-pass verdicts, root-cause classes, quarantine, retry semantics, health metrics. Not for: in-run failures (e2e/api), triage, confirmed bugs. 治理 flaky…

Use when the user wants to build a Python Kafka producer or consumer, add Schema Registry to existing Python code, migrate from raw JSON to schema-backed serialization, or scaffold a…

Load this skill whenever writing, editing, or reviewing any web content, copy, headings, labels, error messages, or instructions. Under no circumstances write inaccessible content — every piece of…

Analyzes any cloud identity for overprivileged access, actual usage patterns, lateral movement risk, and least-privilege recommendations. Use when user asks about identity permissions, overprivileged…

List files and directories in the workspace

A second local-directory skill used to prove the allowlist filter.

Guides the agent through adding Swift Package Manager (SPM) support to an existing Capacitor plugin. Covers creating a Package.swift manifest, replacing Objective-C bridge files with the…

Show the final stored result of a completed Codex job.

从宋·刘温舒《素问入式运气论奥》（元符己卯 / 1099，已入《正统道藏》太玄部，公有领域）蒸馏出的运气学「专论·机制纵深层」框架——卷上象数纵深（纳音／六化／五行本义／日刻／标本）+ 卷下机制纵深（胜复·五郁·六病·六脉·治法·五行胜复论＝亢害承制机制化），逐字照明本底本。用于「专论机制回溯」与「亢害承制／胜复／五郁／六病桥梁」补足，非临床指南。

Create, read, transition, and comment on Jira issues via the Jira REST API v3.

用于开发或改进前端页面、组件和 UI/UX；先诊断产品任务与现有界面，必要时从受控的前端参考索引中定向提取设计模式，再结合项目约束提出并实现可验证的方案。

Use when the user asks to validate a GitHub issue with Fable 5.1, always plan it with Fable 5.1, and autonomously drive it to a reviewed PR in one shot — "fable-validate-fableplan-loop", "fable…

Set up or refresh UX Skills for a new or existing project by capturing product intent, learning users and evidence, the design system, engineering environment, accessibility expectations, terminology,…

Use when designing or building AI-powered application systems — choosing architecture style, selecting components, structuring the AI stack, making build-vs-buy decisions, and planning multi-tenant AI…

Multilingual-resilient web UI, English/Spanish first-class. Use for localization, translation, text expansion, lang attributes, logical properties, RTL readiness, locale formats, bilingual copy tells,…

Use when designing or reviewing search or filtering — placing a search box, building typeahead/autocomplete, faceted filters with chips, a results page, or scoped/command-palette search. Also applies…

High-performance, complex animation choreography using GSAP (GreenSock Animation Platform) for web interfaces, including ScrollTrigger and Flip.

Moves floating text and objects into the layout's real title, body, and content placeholders so the deck inherits template styling automatically.

Light-Leak Cinematic Frame (Open Design) — use only when explicitly invoked, not for general design requests

Design or review purposeful UI motion. Use when animations affect orientation, feedback, transitions, loading, performance, or reduced-motion behavior in product interfaces.

Compare implemented UI against Figma and report only meaningful deviations

Post an approved message as the logged-in Discord user through the Discord desktop app. Use for release announcements or other direct user-authored Discord posts; not for OpenClaw channel sends, bots,…

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence…

Use when scoping a competitive landscape — identifying, categorising, and score-filtering a competitor set before any benchmarking begins. Decides who counts as a competitor, which tier they belong…

Make a verified AI presenter video from script + image.

Inspect Caveman Cloud's experiment lifecycle and block unsafe execution. Use when asked to start, approve, cancel, promote or roll back a Caveman experiment.

Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.

Propose a new OpenSpec change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks…

Builds a self-contained HTML page (chart, table, diagram, dashboard) to show inline in a thread. Use before calling show_html_page, html_preview or html_render, or whenever an answer reads better as a…

Create videos from a text prompt using HeyGen's Video Agent. Use when: (1) Creating a video from a description or idea, (2) Generating explainer, demo, or marketing videos from a prompt, (3) Making a…

Evaluate an Agent Skill bundle for structural integrity, trigger quality, artifact improvement, script correctness, safety, installed-tree integrity, and target-host portability before release.

One iteration of an unattended development loop. Use when invoked by name

Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration.…

Correlate Windows registry keys (USBSTOR, MountedDevices), Event Logs, and setupapi.dev.log to reconstruct USB device connection history, first/last-plugged timestamps, and drive letter mappings. Use…