AI Ml AI Skills

Orchestration handoff bridge: emits and maintains sprint-status.yaml as the project's sequencing system-of-record. Orders stories by epic then dependency, assigns parallel-set (wave) membership, and…

Design safe X/Twitter automation workflows for tweet search, reply reads, monitoring, posting, and agent-operated social media actions

基于大情节点，深入分析并生成详细情节点描述及情节发展说明。适用于细化故事大纲、指导剧本写作、分析情节内在逻辑

Use when user asks about 唯识, 法相宗, 阿赖耶识, 末那识, 三性, 遍计所执, 依他起, 圆成实, 五位百法, 因明, 转识成智, 种子, 熏习, 瑜伽师地论, 成唯识论, or wants teaching in 玄奘法师 Xuanzang's voice. Triggers include phrases like…

Self-hosted enterprise deployments with assisted setup and dedicated support

Generate a detailed, professional video content summary from timestamped subtitles/transcripts (e.g., lines starting with 00:00 / 1:23:45). Enforce strict per-segment structure (timestamp range + bold…

Authors Apache Airflow DAGs declaratively from dag-factory YAML configs. Use when building DAGs declaratively from YAML via dag-factory; creating/editing dag-factory templates/YAML…

Generate platform-specific social post variants (Twitter/X, LinkedIn, Reddit) from one source input. Works with or without Node.js script. Includes platform reasoning, quality review, and guardrails…

Design a CLI interface: args, flags, help, output, errors, exit codes, config.

Crafts product positioning using April Dunford's positioning framework. Use when defining target customers, choosing categories, identifying alternatives, or articulating differentiated value. Based…

Building AI agents with the Convex Agent component including thread management, tool integration, streaming responses, RAG patterns, and workflow orchestration

Verify implementation against QA Contract (G#N, AC#N), auto-invoke debug on RED

LLM / AI application attack hunting - prompt injection (direct + indirect), excessive agency, insecure output handling, system-prompt + data leakage. OWASP LLM Top 10. Wiki-first, FIND schema output.

Before showing the user any substantive GTM deliverable (positioning, value prop, homepage, launch post, pricing, sales script, the brief, the market research, or the roadmap), stress-test it against…

Compact the current conversation into a handoff document for another agent to pick up.

Analyze and optimize user prompts for clarity, specificity, and completeness using interactive questionnaires or direct analysis. Use this skill when user requests are vague, ambiguous, incomplete, or…

API contract design for REST and GraphQL, covering resource shape, URL and header versioning with deprecation windows, RFC 9457 Problem Details error handling, and OpenAPI specs. Use when specifying…

Build a 13-week rolling cash flow forecast from bank exports, AR aging, AP bills, payroll, and recurring commitments -- the report that tells a small business whether it survives the quarter. Flags…

This skill should be used when the user asks to "分析错题", "错因分析", "整理错题本", "我这道题做错了", "帮我分析错因", "归类薄弱知识点", "错误模式", "巩固练习", "这道题怎么错了", "为什么做错了", "帮我看看这道题", "我的答案和标准答案不一样", "老师说我这题错了", "这几道题都错了帮我看看",…

Route AI coding queries to local LLMs in air-gapped networks. Integrates Serena MCP for semantic code understanding. Use when working offline, with local models (Ollama, LM Studio, Jan, OpenWebUI), or…

Use this skill when you need evidence-bounded checkpoints, heartbeats, resume, cancellation, duplicate submission, timeouts, and resource lifecycle; triggers include 长运行 Agent and long-running Agent.

Decompile Java applications (JAR/WAR/APK/class) — extract archives, detect obfuscators, decompile bytecode to source, analyse license logic and secrets.

TRIGGER THIS when conducting performance reviews, writing manager feedback, creating self-assessments, building peer feedback, developing PIPs, creating development plans, or handling difficult…

把当前对话整理成一份规格说明并发布到项目的议题跟踪器：不做访谈，只把你已经讨论过的内容综合出来。

Deep fundamental analysis of US stocks using financial statements

Create a ai meeting notes with structured process, quality checks, and system integration

Investigate or fix a GitHub issue by number or URL. Keep investigation-only requests read-only.

用于【AI科幻】题材下的微空间或受限空间场景施工。作为题材包装层、兼容入口与路由层，负责保留AI科幻标准入口名、补充受限数字空间、技术针脚、规则代价与数据痕迹回收口径，并明确要求优先强制加载并使用 `通用-执行微空间受限场景`。关键词：AI科幻微空间、系统机房、电梯井、系统监控室、数据存储区、贴脸技术惊悚。

Use when designing or auditing a backup-and-restore program that must survive a real disaster: setting defensible RPO/RTO targets, laying out 3-2-1-1-0 copies that are offsite and immutable, wiring…

Router skill for LLMQuant hedge-fund and PM strategy workflows. Use when the user needs equity long/short, long-biased, event-driven, macro, quant, or multi-strategy playbooks.

Interactive onboarding for Navigator - learn by doing. Auto-invoke when user says "onboard me", "teach me Navigator", "how do I use Navigator", "Navigator tutorial", "learn Navigator", "new to…

ECharts 高级可视化报表。依赖宜搭原生报表 getDataAsync.json 接口获取聚合数据，禁止前端聚合。触发词：「更美观」「ECharts」「大屏」「定制化」。普通「报表」「统计」需求默认由 yida-report 处理。

Execute iterative task loop until completion criteria are met - iteration beats perfection

Send and receive SMS/MMS, handle opt-outs and delivery webhooks. Use for notifications, 2FA, or messaging apps.

Use when backtesting, deploying, checking funding readiness, or debugging a Hyperliquid strategy through Superior Trade Unified API — writing Freqtrade configs and strategy code, running sweeps,…

Creator collabs and cross-promotion — organic creator-to-creator partnerships that swap audiences. Use when someone wants to set up a collab, audience swap, cross-promotion, shoutout swap, joint…

Create test data with Zenstruck Foundry v2 factories (PersistentObjectFactory, real objects); define states, sequences, and relationships

Test real system boundaries, not mocks of mocks. Integration tests verify that components work together, not that they work in isolation.

Keep web applications, APIs and services readable as they grow: choose feature or domain seams, assign state ownership, enforce dependency direction, keep adapters thin, and verify file shape. Use…

When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing…

Discover and invoke 1,676 deduplicated biomedical AI agent skills from the Awesome Bio Agent Skills repository (20 source repos, 15 categories). Use this skill as a router whenever a user needs a…

Read-only: extracts gift messages, gift recipients, and gift flags from order custom attributes and notes for fulfillment teams to print on packing slips.

Builds and audits design systems for agentic workflows: three-tier design tokens (primitive → semantic → component), W3C DTCG token format, spacing and type scales, color ramps, component anatomy,…

Use when analyzing server logs to understand how AI crawlers (GPTBot, ClaudeBot, PerplexityBot) interact with your site. Use when optimizing content placement for LLM retrieval, diagnosing why AI…

Wibi Style 官方视觉风格。把照片做成儿童纯大头卡贴，只保留头部、干净悬浮在纯色底上。进门先读图分两条路：儿童老照片走「钻牙萌娃」，重建成明亮可爱的现代儿童棚拍并在露齿时做满钻牙；当代自拍走「童年酷照」，把本人反推成 5–8 岁并加潮童装饰。当用户要求童年大头、萌娃大头贴、钻牙大头、把自拍变成小时候的样子，或明确调用 $kid-head-card 时使用。

Implement comprehensive observability for LLM applications including tracing (Langfuse/Helicone), cost tracking, token optimization, RAG evaluation metrics (RAGAS), hallucination detection, and…

Branch protection and PR creation workflow

Unofficial read-only Iranian tax: goods IDs and VAT, activity codes, property values, tax laws. Use when the user asks about Iran Tax (tax.gov.ir) or wants e-invoice goods IDs, VAT rates, activity…

Analyze SharePoint project content to identify, classify, consolidate, and prepare evidence-based project decision register entries. Use when the user asks to build, update, review, extract, or…

Add or change what an agent can do — a new tool the model can call, a new capability (knowledge, web search, charts, a guardrail, a compaction strategy), a tool rename, or a per-tool approval gate.…

判断回购计划的规模、动机、执行约束与真实利好程度。适用于公司宣布回购、估值争议期、资本配置分析等场景。