Product & Planning

majinabhinav-gif Skill

Orchestrate the advisor workflow for assembling and delivering a comprehensive financial plan — data gathering, cash flow analysis, retirement modeling, Monte Carlo analysis, Roth conversion and withdrawal sequencing, Social Security claiming strategy, education and estate goals, scenario modeling, and prioritized recommendations. Use when the user asks about building a financial plan, structuring a planning engagement, retirement or Social Security modeling, Roth conversion strategy, scenario analysis, prioritizing competing recommendations, preparing a plan presentation, or deciding when a plan needs updating. Also trigger on 'comprehensive financial plan', 'discovery meeting', 'retirement modeling', 'Monte Carlo', 'Roth conversion', 'Social Security claiming', 'savings rate', or 'is my client on track'. For planning-tool data flows, capital market assumption governance, or connecting planning software to CRM/PMS, use financial-planning-integration instead.

edge-city Bundle

Edge Esmeralda 2026 — a month-long popup village (May 30 – Jun 27, Healdsburg, CA). Carries popup constants (popup id, week dates, themes), attendee directory field semantics, and the curated wiki / website / newsletter knowledge base. Pair with the `edgeos` skill for live API access, the `index-network` skill for discovery, and the `geo-esmeralda` skill for community-authored content and main-chat history.

valtterimelkko Bundle

Production-quality Reddit scraping skill for discovering SaaS opportunities. Navigate Reddit programmatically to identify unaddressed user frustrations, high-intent signals, and emerging market trends. Uses Reddit's legacy .json endpoints with OAuth2 support, circuit breaker patterns, and comprehensive error handling. Provides tactical navigation (subreddit discovery, wiki scanning, contributor analysis), advanced filtering (intent patterns, sentiment scoring, velocity tracking), and idea synthesis (trend persistence, cross-pollination detection). Use when: (1) Researching SaaS opportunities on Reddit, (2) Analyzing competitor mentions and gaps, (3) Finding high-intent user pain points, (4) Tracking trend persistence across communities, (5) Discovering cross-niche opportunities.

valtterimelkko Bundle

Uses rotating lenses (7 different daily perspectives) to discover trending topics from HackerNews, HN Algolia, DEV.to, GitHub, arXiv, Stack Exchange, GDELT, SerpAPI, YouTube, Reddit, Twitter/X, and Instagram. Generates actionable Micro-SaaS ideas using deep research with viability scoring (0-100), enhanced templates, and JTBD framework. Daily automated discovery with deduplication. Use when: (1) User asks for SaaS/startup ideas, (2) User wants to discover trending topics in tech/business, (3) Daily automated idea generation is needed.

valtterimelkko Bundle

Production-quality Twitter/X scraping skill for discovering SaaS opportunities. Navigate Twitter programmatically to identify unaddressed user frustrations, high-intent signals, and emerging market trends. Uses TwitterAPI.io for fast, cost-effective data extraction with simple API key authentication. Provides tactical navigation (user discovery, hashtag analysis), advanced filtering (intent patterns, sentiment scoring, velocity tracking), and idea synthesis (trend persistence, cross-pollination detection). Use when: (1) Researching SaaS opportunities on Twitter/X, (2) Analyzing competitor mentions and gaps, (3) Finding high-intent user pain points, (4) Tracking hashtag trends, (5) Discovering cross-niche opportunities.

code-shock Bundle

Create a Product Requirements Document through an interactive interview, then file it as a GitHub issue. Use to write a PRD or spec or when the user runs /write-prd.

code-shock Bundle

Turn a PRD into a phased implementation plan using tracer-bullet vertical slices, saved as a Markdown file in ./plans/. Use to plan implementation from a PRD or when the user runs /prd-to-plan.

code-shock Bundle

Break a PRD into independently-grabbable GitHub issues using vertical slices (tracer bullets). Use to convert a PRD or spec into actionable issues or when the user runs /prd-to-issues.

valtterimelkko Skill

Route web scraping, crawling, site-ingestion, URL discovery, structured extraction, and public-site capture tasks to the right local stack. Make sure to use this whenever the user wants to scrape a site, crawl docs, export markdown from many pages, map a website, capture a public website for later analysis, understand a website thoroughly, gather comprehensive information from a site, extract structured data from pages, or recover blocked public web content.

mukundmurali-mm Bundle

Build roadmap.sh-style learning roadmaps as editable Excalidraw scenes. Use when the user wants to create, visualize, or design a roadmap, learning path, skill tree, or curriculum (e.g. "make a roadmap for X", "build a frontend roadmap", "visualize a learning path in Excalidraw"). Produces a .excalidraw file with a central dashed spine, yellow topic boxes, and purple subtopics.

aipmandy Bundle

CEO decision-making advisor and strategic thinking partner. Use when users need help with executive-level decisions including strategy, resource allocation, risk assessment, competitive positioning, organizational design, M&A evaluation, crisis response, OKR/KPI setting, fundraising, stakeholder management, cognitive debiasing, war gaming, or any high-stakes business decision. Also triggers for 'CEO', 'strategic decision', 'executive decision', 'business strategy', 'should we', 'trade-off analysis', 'decision framework', 'stakeholder', 'board meeting', 'investor', 'war game', 'red team', 'blind spot', 'bias check'.

maxfabian25 Bundle

Turn the current conversation into a PRD and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.

maxfabian25 Bundle

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices.

raja21068 Bundle

High-quality literature discovery assistant. Finds peer-reviewed papers from a user-curated list of journals and conferences for a given research topic, using OpenAlex source IDs (not fuzzy venue strings) plus LLM-driven query expansion and relevance re-ranking. Use this skill whenever the user wants to: search for related work, build a literature review pool, find citations on a topic, discover recent papers in specific venues, expand a seed set of papers via citations, or assemble a BibTeX file for a paper draft. Trigger even when the user says vague things like "find me good papers on X", "I need related work for my draft", or "search NeurIPS/CVPR/Nature for Y". Excludes arXiv-only preprints by default. Pairs naturally with the paper-writing-agent skill — outputs feed directly into its LITREVIEW_VERIFY phase.

samuelcastro Bundle

Guide founders through product documentation, planning, and execution. Use when a founder says "help me write a PRD", "create a product roadmap", "write user stories", "prioritize features", "scope this feature", "product requirements", "acceptance criteria", "what should we build next", or needs to articulate product vision for teams or investors.

samuelcastro Bundle

Guide founders through validating startup ideas before building. Use when a founder says "I have an idea", "help me validate", "is this a good idea", "should I build this", "customer discovery", or asks about product-market fit, market sizing, or customer interviews. Covers problem discovery, customer interviews, market validation, and go/no-go decisions.

avizmarlon Bundle

Use when planning a new project or feature, turning an idea or specification into an executable plan, designing architecture, establishing a roadmap or phase, or coordinating multi-session or multi-agent builds. Activate on "plan this build", "turn this into tasks", "make it a plan", or when tasking/swarm coordination is mentioned. Skip routine bugfixes, urgent ops/incidents, or executing pre-approved plans unless re-planning is requested.

chengchenox-debug Bundle

模拟多角色 PRD/原型评审会，从产品、研发、测试、设计、运营、法务六大视角给出评审结论。当用户说"帮我评审一下这个 PRD"、"看看这个需求有没有问题"、"模拟评审会"、"review 一下这个文档"、"这个需求能不能过评审"、"帮我查漏补缺"时触发。 也适用于：用户上传了 PRD、需求文档、原型截图、功能说明并要求检查；用户提到"评审"、"review"、"过会"、"需求评审"、"方案评审"等关键词；用户要求从研发或测试视角看需求是否可行。 不适用于：写 PRD（用 SPACE-prd-writer）、纯代码审查（用 code-review）、纯设计走查（用 design-critique）。

chanakarn7 Skill

A general-purpose Business Analyst skill used to analyze raw ideas, identify edge cases, and write comprehensive, developer-ready Product Requirements Documents (PRD) for ANY project.

chanakarn7 Skill

Transforms Business Requirements (PRD) into technical blueprints, including Database Schemas, ER-Diagrams, and API Contracts.

avizmarlon Bundle

Use for continuing, resuming, or closing substantial multi-session work; chained AI sessions; blind-AI handoff; living docs; roadmap/spec/progress/session-handoff/CHANGELOG updates; next slash goal or next-session prompt; Git/PR/worktree closeout. NOT for trivial one-off edits or urgent one-command ops.

chengchenox-debug Bundle

设计高质量调研问卷。当用户说"设计问卷"、"做个调研"、"帮我出份问卷"、"用户调研"、"满意度调查"、"NPS问卷"、"市场调研"、"需求调研"、"问卷设计"、"survey design"， 或者用户描述了一个调研目标但还没有结构化的问卷时，使用这个 Skill。 也适用于：用户上传了已有问卷要求优化/查偏差/补充题目；用户说"帮我检查这份问卷有没有问题"；用户需要设计 A/B 测试问卷、焦点小组访谈提纲、NPS/CSAT/CES 调查； 用户提到"诱导题"、"双重问题"、"问卷偏差"等专业术语。 不适用于：纯数据分析（用 data-analysis）、纯用户访谈记录整理（用 content-digest）、纯产品需求文档（用 prd-writer）。

chengchenox-debug Bundle

生成结构化的上线复盘报告，包含目标达成、偏差原因、经验沉淀和后续行动项（含责任归因和改进 owner）。当用户说"写复盘""上线复盘""项目复盘""复盘报告""postmortem""版本回顾""迭代总结""上线总结"， 或者用户提供了上线数据/过程记录/问题清单并要求结构化总结时，使用这个 Skill。 也适用于：事故复盘（P0/P1 事故后的 RCA 报告）、OKR 复盘、季度复盘、A/B 实验复盘。 不适用于：纯需求撰写（用 prd-writer）、纯优先级排序（用 prioritization-engine）、周报日报（用 status-report）。

chengchenox-debug Bundle

A/B 实验设计 Skill。从实验目标出发，输出完整的实验方案（假设、分组、指标体系、样本量估算、止损规则、判定规则）。 触发条件：用户提到"A/B 测试"、"AB 实验"、"实验设计"、"对照实验"、"分流实验"、"灰度方案"、"实验方案"、"样本量计算"、"显著性检验"、"实验评估"、"p值"、"置信区间"、"MDE"、"统计功效"、"实验周期"、"止损规则"等关键词。 也适用于：用户提供了实验目标/可改动点/数据量级/周期限制要求产出实验方案；用户要求评估现有实验设计是否合理；用户要求制定实验判定标准和决策规则。 典型输入：实验目标 + 可改动点 + 当前数据量级 + 可接受实验周期。 不适用于：纯数据分析（用 SPACE-analytics）、纯埋点设计（用 tracking-spec-writer）、纯PRD写作（用 SPACE-prd-writer）。

chengchenox-debug Bundle

埋点与指标设计方案生成器。从产品需求/核心链路出发，输出完整的埋点方案文档（事件、字段、触发时机、口径说明、QA 校验清单）。 触发条件：用户提到"埋点"、"tracking"、"事件设计"、"数据采集"、"上报方案"、"埋点方案"、"事件规范"、"字段设计"、"指标口径"、"数据验收"、"QA校验"等关键词。 也适用于：用户提供产品PRD/需求文档要求产出埋点方案；用户提供核心用户链路要求拆解事件；用户要求规范化事件命名或字段定义；用户要求设计数据验收方案。 典型输入：事件命名规范 + 字段字典 + 核心链路描述/流程图。 不适用于：纯数据分析（用 SPACE-analytics）、纯BI看板搭建、纯SQL查询编写。

chengchenox-debug Bundle

对需求/功能/项目进行多维度优先级排序，输出版本排期建议。当用户说"帮我排优先级"、"这些需求怎么排"、"用 RICE 打分"、"ICE 评分"、"Kano 分析"、"成本收益分析"、"功能排期"、"路线图规划"、"哪些先做哪些后做"、"版本规划"， 或者用户列出了一批需求/功能/项目并需要决策顺序时，使用这个 Skill。 也适用于：用户想比较多个优先级模型的结果；用户对当前路线图有疑问想重新评估；资源有限需要砍需求；用户提到"RICE"、"ICE"、"Kano"、"优先级矩阵"等专业术语。 不适用于：纯项目管理（排期甘特图）、纯需求文档撰写（用 prd-writer）、纯用户调研设计（用 survey-designer）。

chengchenox-debug Bundle

按策略/功能/体验/增长四个维度结构化拆解竞品，输出可借鉴点、不可抄点与差异化建议。当用户说"竞品分析"、"竞品拆解"、"帮我分析竞品"、"看看这几个竞品"、"competitor analysis"、"和竞品比一下"、"对标分析"、"差异化怎么做"， 或者用户给出了一份竞品名单并要求系统化分析时，使用这个 Skill。 也适用于：用户上传了竞品截图/链接/体验报告并要求结构化拆解；用户要求对比自己产品与竞品的差距；用户想找差异化切入点。 不适用于：纯需求文档撰写（用 prd-writer）、纯优先级排序（用 prioritization-engine）、纯用户调研设计（用 survey-designer）。

chanakarn7 Skill

Turns existing PRD, SA blueprint, and UX/UI design docs into a single-file, clickable HTML prototype that runs in any browser with no build step and no backend.

chanakarn7 Skill

Plans and drives LARGE, multi-module, multi-sprint software builds — ERP, hospital/HIS, marketplace, super-app, school/logistics systems, internal company platforms — that are too big for one PRD or one run of /kickoff. Use this whenever a build spans several distinct modules or domains (e.g. HR + inventory + accounting + reporting), must be phased across sprints/milestones/releases, or when continuing or resuming such a program ("what module do we build next", "add the procurement module to our ERP", "we finished auth and master data, plan the next sprint"). It decomposes the system into modules, sizes a rough sprint plan up front (roughly how many sprints, what lands where), locks the shared architecture, data model, and design system every module must obey, then drives /kickoff module-by-module just-in-time and tracks progress in a roadmap so the whole thing stays resumable across many sessions. Do NOT use it for a single feature, screen, schema, or small standalone app — reach for /kickoff (a whole small

avatars-ai Bundle

Trigger on: deal strategy, deal review, deal rescue, pricing, negotiation, MEDDPICC, discovery, stakeholder mapping, pipeline health, forecast, coverage, account strategy, expansion, renewal risk, churn save, competitive threat, whitespace, call debrief, call-type classification, transcript coaching, discovery call review, executive call review, renewal call coaching, churn save coaching, rep development, territory design, book triage, comp design, GTM operations, RevOps, NRR, lead routing, data quality, pipeline forensics, marketing strategy, ABM, positioning, budget defence, channel selection, marketing-sales alignment, executive communication, business cases, M&A evaluation, QBR prep, CRO briefing, win-loss analysis, multi-threading, buying committee, champion development, deal economics. Augments call tools or direct transcript upload.

frankatvan Skill

Use after implemented-closed-loop-audit has produced an implemented closed-loop audit baseline, when reviewing a specific new requirement, PRD, feature proposal, workflow change, or product design for whether it will pollute, preserve, or repair the existing "就源输入、多次应用、环环相扣、相互稽核" design.

ooshka Bundle

End-to-end roadmap slice execution for personal repos. Use when the user explicitly asks for `$slice-runner`, asks to run a slice from planner through implementor/reviewer/CI/merge, asks to take the next roadmap or backlog item end-to-end with minimal human interaction, or asks for autonomous Case execution including branch creation, implementation, verification, CI, review hygiene, merge, and push.

rloisell Skill

Security architecture and analysis for BC Gov .NET / React / OpenShift projects — OWASP Top 10 mitigations, SAST/DAST toolchain, secrets management with Vault, container security baseline, input validation, audit logging, OIDC session management, STRA/PIA process, and security hardening roadmap. Use when designing security controls, reviewing code for vulnerabilities, setting up scanning workflows, or completing the AI/securityNextSteps.md hardening plan.

the-notorious-avengers Bundle

Designs, reviews, and migrates PostgreSQL data layers — schema, indexing, zero-downtime migrations, performance, ORM choice, and serverless DB platform selection. Use when the user says "design this schema", "review this migration", "is this index right?", "should this be jsonb or columns?", "we need a NOT NULL on a 100M-row table", "Drizzle or Prisma?", "Supabase or Neon?", "production query is slow", or when `db-guardian` is invoked. Do NOT use for PRD authoring (library-guardian), data-layer consumption in components (react-guardian), security audits of RLS / PII / encryption-at-rest (security-guardian), or RAG / embedding retrieval pipelines (ai-platform-guardian).

the-notorious-avengers Bundle

Implements end-to-end authentication — provider selection (Clerk / Better Auth / Auth.js / Supabase Auth / WorkOS / Stack Auth / Kinde / Stytch), Google OAuth flows including the October 2025 unused-client-deletion policy and GIS migration, MFA / passkeys, RBAC, session storage, and B2B SSO. Use when the user says "set up auth", "pick an auth provider", "wire up Google sign-in", "Google OAuth verification", "set up MFA / passkeys", "RBAC for multi-tenant", "migrate from NextAuth to Better Auth / Clerk", or when `auth-guardian` is invoked. Do NOT use for security audits of the resulting implementation (security-guardian), the React `<SignIn />` UI (react-guardian), the user / session schema (db-guardian), or the auth PRD (library-guardian).

the-notorious-avengers Bundle

Reviews, refactors, audits, and extends the cognitive layer of the deploying product — coach/agent routing, prompt cascade, RAG / GraphRAG, three-tier memory, observability, evaluation, multimodal pipeline, agent orchestration, matching, and onboarding. Encodes the recommended canonical stack (Qdrant + Cohere rerank-v3.5 + Valkey + OpenRouter + Llama 3.3 70B / 3.1 8B / 3.2 11B vision + Deepgram) as the default. The host product can override via `library/knowledge-base/ai/`. Use when the user says "review this AI code", "audit RAG", "investigate AiTrace", "add a coach", "change the prompt cascade", "tune retrieval", "trace a sycophancy spike", "enable GraphRAG", or when `mind-guardian` is invoked. Do NOT use for chat UI components (react-guardian), AI table indexing/partitioning (db-guardian), prompt-injection / provider-key / PII audits (security-guardian), AI PRD authoring (library-guardian).