Product & Planning

mrciphersmith Bundle

Use when a vague or unstructured request needs to be converted into a formal, testable Product Requirements Document.

wenerme Bundle

LLM evaluation & inference performance testing via the evalscope CLI. Translates natural language requests into evalscope commands for: (1) Model accuracy evaluation — runs registered benchmarks against local checkpoints or API endpoints (OpenAI-compatible, Anthropic, LiteLLM); (2) Performance stress testing — TTFT, TPOT, throughput, latency under configurable concurrency; (3) RAG evaluation — RAGAS quality metrics, MTEB embedding benchmarks, CLIP retrieval; (4) Benchmark discovery — list/filter/inspect benchmarks by tag. Trigger on: evaluate / benchmark / score a model, throughput / latency / QPS / stress test, find benchmarks, view results, 评测模型, 压测, 跑 benchmark, 性能测试, 查看评测结果, 有哪些评测集, RAG 评测, embedding 评测. Do NOT trigger for: model training / finetuning / deployment / serving requests.

gongyijie85 Skill

Orchestrate bootstrapping a working MVP from a design or spec document — ingest the doc, plan thin vertical slices, scaffold the first end-to-end slice, then TDD-implement, review, and gated commit. Use to turn an SDD/PRD into a running starting point. Use when a design or spec document must become a running MVP through planned vertical slices.

gongyijie85 Skill

Discover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP compatibility.

yknothing Bundle

The mandatory gateway for all new engineering work. Triage and route new products, apps, features, migrations, tech-debt, or any 'not sure where to start' request to the correct lifecycle path. Use before starting design or implementation. Do not use for ongoing tasks, specific debugging, or PR reviews.

yknothing Bundle

Use when discovery needs evidence about target users, behaviors, and pain points, especially after intake or problem-framing surfaces open questions that must be validated before requirements are written

spike-faye-lei Skill

Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.

spike-faye-lei Skill

Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.

spike-faye-lei Skill

Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.

masih-0x3 Bundle

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro.

masih-0x3 Bundle

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social.

masih-0x3 Bundle

When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions "directory submissions," "submit to directories," "backlinks from directories," "list my product," "submit to Product Hunt," "BetaList," "TAAFT," "Futurepedia," "G2 listing," "Capterra listing," "AlternativeTo," "SaaSHub," "AI directories," "MCP registry," "agent directory," "dofollow backlinks," "launch directories," or "directory tracker." Use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. For the broader launch moment, see launch. For programmatic SEO pages that should live behind these backlinks, see programmatic-seo. For AI citation optimization, see ai-seo.

lihongwei-cn Skill

Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.

lihongwei-cn Skill

Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server.

yknothing Bundle

Use when intake has identified the likely lifecycle path but the problem statement, solution direction, or key trade-offs are still too fuzzy for requirements, research, or architecture work to start cleanly

yknothing Bundle

Use when a live production issue needs coordinated containment, severity triage, stakeholder communication, and evidence capture, especially when a recent release, brownfield coexistence rules, rollback decisions, or unresolved contract boundaries must be handled before root-cause work.

yknothing Bundle

Use when the work is still at the “what should we build” stage and approved discovery inputs or entry-stack outputs must become prioritized requirements and scope boundaries before specification, architecture, planning, or coding. Not for acceptance criteria, spec review, or implementation.

yknothing Skill

Use when the work is still at the “what should we build” stage rather than design or implementation. Apply before spec-writing, architecture, API design, planning, or coding when interviews, personas, stakeholder notes, or discovery artifacts must be turned into prioritized functional requirements, non-functional requirements, scope boundaries, traceable sources, and explicit “the system shall” statements; not for acceptance criteria, PRD drafting from an approved requirements doc, spec review, or implementation.

zjunlp Skill

Comprehensive analysis of public companies using SEC EDGAR 10-K financial data stored in a SQLite database. Use this skill whenever the task involves analyzing a company by CIK (Central Index Key), querying SEC financial data, exploring a financial database with tables like companies, filings, financial_facts, or producing a structured financial analysis report. Covers schema navigation, metric discovery, industry-specific exploration, and producing a complete financial summary.

zjunlp Skill

Comprehensive analysis of public companies using SEC EDGAR 10-K financial data stored in a SQLite database. Use this skill whenever the task involves analyzing a company by CIK (Central Index Key), querying SEC financial data, exploring a financial database with tables like companies, filings, financial_facts, or producing a structured financial analysis report. Covers schema navigation, metric discovery, industry-specific exploration, multi-year trend analysis, capital returns analysis, long-term obligations, and producing an insightful financial summary that connects metrics across dimensions.

zjunlp Skill

Comprehensive analysis of public companies using SEC EDGAR 10-K financial data stored in a SQLite database. Use this skill whenever the task involves analyzing a company by CIK (Central Index Key), querying SEC financial data, exploring a financial database with tables like companies, filings, financial_facts, or producing a structured financial analysis report. Covers schema navigation, metric discovery, industry-specific exploration, multi-year trend analysis, income statement structure, capital returns analysis, long-term obligations, and producing an insightful financial summary that connects metrics across dimensions.

oleg-koval Bundle

Draft policy-compliant Ukrainian Wikipedia edits: translate an English article into uk, expand or source an existing uk article, or fix a maintenance backlog item, and return ready-to-paste wikitext plus an edit summary. Use when given a uk.wikipedia.org or en.wikipedia.org URL or article title to edit, translate, source, or improve, or when planning what to contribute to ukwiki next.

wsxwj123 Skill

A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.

hamza-ali-shahjahan Skill

One-shot a new product — folders, Next.js starter, product.config.json, CLAUDE.md, scope.md, PRD skeleton, SETUP.md checklist. The Lovable-like ignition.

hamza-ali-shahjahan Skill

Run a full validation pass on an idea — sharpening, devil's advocate, market sizing, competitor mapping, customer discovery plan.

hamza-ali-shahjahan Skill

Plan customer discovery — define target profile, build prospect list, draft interview script, set up outreach + scheduling logistics.

navikt Bundle

Formulate and review measurable product outcomes with objectives, key results, baselines and evidence. Use for goal setting or turning delivery lists into outcome measures; use `team-status` to report progress against existing goals.

sky-cube Skill

产品路线图与里程碑规划方法。当需要制定中长期产品方向、版本节奏与关键里程碑时使用。

sky-cube Skill

页面线框图的设计规范与表达方法。当 PRD 明确后需要输出页面布局线框(ASCII/HTML/Figma 均可),表达信息优先级与区域功能时使用。

sky-cube Skill

设计稿与 PRD 一致性走查的方法与检查清单。当设计稿(线框/Figma)产出后,需要核对与 PRD、交互方案的一致性时使用。

sky-cube Skill

基于 PRD 与验收标准生成全量功能测试用例的方法(覆盖矩阵、四类场景)。当需要为新功能/变更生成测试用例集时使用。

sky-cube Skill

核心交互流程的设计方法(主流程+异常分支)。当需要把 PRD 中的业务规则转成用户操作流程、覆盖异常与边界分支时使用。

photonics-dhl Bundle

Passive domain reconnaissance using Python stdlib. Subdomain discovery, SSL certificate inspection, WHOIS lookups, DNS records, domain availability checks, and bulk multi-domain analysis. No API keys required.

photonics-dhl Bundle

Pharmaceutical research assistant for drug discovery workflows. Search bioactive compounds on ChEMBL, calculate drug-likeness (Lipinski Ro5, QED, TPSA, synthetic accessibility), look up drug-drug interactions via OpenFDA, interpret ADMET profiles, and assist with lead optimization. Use for medicinal chemistry questions, molecule property analysis, clinical pharmacology, and open-science drug research.

seasonedcc Skill

Parse meeting recordings into precise feature-request documents under ./requests-from-meetings. Use when the user invokes /requests-from-meetings, asks to parse a meeting or meeting backlog, asks what was requested or shown in a meeting, or mentions meeting recordings, transcripts, or feature requests from meetings.

seasonedcc Skill

Parse meeting recordings into precise feature-request documents under ./requests-from-meetings. Use when the user invokes /requests-from-meetings, asks to parse a meeting or meeting backlog, asks what was requested or shown in a meeting, or mentions meeting recordings, transcripts, or feature requests from meetings.