Product & Planning

potpie-ai Skill

Use when the user explicitly asks to ingest, refresh, or deeply understand a repository, PR, issue, ticket, runbook, incident report, document, or web link into Potpie. The harness performs todo-driven discovery, uses local/GitHub/integration tools and read-only subagents when available, builds evidence-backed semantic mutations, and writes through graph propose/verified commit.

anysiteio Skill

Build a positioning map for 3–5 competitors and identify the empty quadrant the founder could own. Use when a founder asks "where's the positioning gap?", "how do I position against X?", "what's the competitive landscape look like on hero / pricing / hiring / customers?", or needs a structured comparison before a launch, repositioning, or fundraise. Combines Anysite MCP (LinkedIn company entity + post search + jobs search; SEC for late-stage) with Exa MCP (fetch JS-heavy SaaS marketing pages, find case studies and changelogs). Returns a comparison table across 5 axes (hero / pricing / specialities / recent shipping / hiring), 3 candidate positioning moves with explicit choice criteria, and a one-sentence positioning statement. Requires customer pain themes as input — positioning without pain context is just rearranging marketing copy. Run competitor-discovery and customer-pain-mining first if you don't have a curated competitor list + pain themes.

anysiteio Skill

Connect and configure the user's CRM (HubSpot or Pipedrive) for safe AI-driven enrichment through anysite MCP crm_* tools. Runs a short discovery - reads the CRM schema including custom properties, agrees a deterministic field mapping with the user in 3-5 questions, and saves a local CRM profile that all future enrichment sessions follow. Use when the user wants to connect their CRM, set up CRM enrichment, configure field mapping, re-run CRM discovery after schema changes, or asks why CRM writes are skipped. Also defines the mandatory rules every agent must follow when writing to CRM with crm_upsert_contacts / crm_upsert_companies.

anysiteio Skill

Universal VC investor analysis and outreach agent. Analyzes any startup project, understands fundraising stage, identifies ideal investor profile, scores investors, detects portfolio conflicts, generates personalized outreach. Starts with discovery questions to understand the project. Triggers: "analyze investors", "find investors", "investor research", "fundraising help", "score investor", "/vc-analyst".

anysiteio Skill

Extract verbatim customer complaints about competitors — the exact wording the founder's product copy should steal, in customers' own words. Use when a founder asks "what do users hate about X?", "what's broken about [category]?", "what's the white space?", or needs raw customer language for landing-page copy, custdev prep, ad copy, or product strategy. Combines Anysite MCP (Reddit broad sweeps, LinkedIn issue-level pain search, YouTube comments under review videos, Twitter for viral pain quotes) with Exa MCP (semantic search for review blog posts, comparison articles, "why I left X" Medium posts). Returns 3–5 pain clusters with 2–3 verbatim quotes each plus a white-space section listing features customers ask for that no competitor ships. Run competitor-discovery first if there's no validated competitor list.

anysiteio Bundle

Lead generation and prospecting using anysite MCP server for LinkedIn prospect discovery, email finding, company research, and contact enrichment. Extract contacts from websites, find decision-makers at target companies, and build qualified prospect lists for sales, recruiting, and business development. Supports LinkedIn (primary), web scraping for contact extraction, and Instagram business discovery. Research and list-building only - this skill does NOT write to a CRM. For finding leads AND pushing them into a connected CRM use anysite-crm-prospect; for filling gaps in existing CRM records use anysite-crm-enrich. Use when users need to build prospect lists, find decision-makers, extract contact information, or research potential customers outside a CRM context.

anysiteio Bundle

Conduct comprehensive market research using Y Combinator data, SEC filings, social media insights, and web scraping via anysite MCP server. Analyze tech markets, research startup ecosystems, study public companies, identify market opportunities, and understand competitive dynamics. Supports startup discovery, industry analysis, public company research, and social sentiment analysis. Use when users need to analyze market opportunities, research industries, evaluate startups, study public companies, or gather market intelligence for strategic planning and investment decisions.

anysiteio Bundle

Discover and analyze influencers across Instagram, Twitter/X, LinkedIn, YouTube, and Reddit using anysite MCP server. Find content creators by niche, analyze engagement metrics, evaluate audience quality, track influencer activity, and identify partnership opportunities. Supports multi-platform influencer search, profile enrichment, follower analysis, and engagement tracking. Use when users need to find brand ambassadors, research content creators, identify thought leaders, build influencer lists, or evaluate influencer partnerships for marketing campaigns.

pandazki Bundle

Author a new Pneuma mode end-to-end — manifest + viewer + skill + seed + showcase. Use this skill whenever the user says they want to create a new mode, fork an existing one for a different domain, scaffold mode files, design a new viewer, or asks "how should I build a mode for X". Walks the user through a discovery interview, produces a design brief that names every key choice (Source kind, ViewerAddress vocabulary, action space, seed strategy, external integrations, cloud surfaces, evolution directive), and only then generates the directory skeleton. Encodes the practice rules pulled from webcraft / slide / diagram / illustrate / remotion / kami. Pneuma Skills project only; Claude Code only.

ssdeanx-agentstack Bundle

This skill should be used when generating comprehensive test cases from PRD documents or user requirements. Triggers when users request test case generation, QA planning, test scenario creation, or need structured test documentation. Produces detailed test cases covering functional, edge case, error handling, and state transition scenarios.

ssdeanx-agentstack Bundle

This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.

ssdeanx-agentstack Skill

Interactive Product Owner skill for requirements gathering, analysis, and PRD generation. Triggers when users request product requirements, feature specification, PRD creation, or need help understanding and documenting project requirements. Uses quality scoring and iterative dialogue to ensure comprehensive requirements before generating professional PRD documents.

otrebu Skill

Interactive vision planning using Socratic method. Use when user asks to "ralph plan vision", "plan a vision", "ralph plan roadmap", "ralph plan stories", "ralph plan tasks", or needs to define product vision/roadmap/stories/tasks through guided dialogue.

superamped Skill

Use this skill to identify and score acquisition channels by audience fit, speed, cost, effort, and learning value, then recommend the top three. Trigger it when choosing where to reach a defined audience, planning go-to-market, or replacing an underperforming channel.

superamped Skill

Use this skill to discover and score online communities across Reddit, Slack, Discord, Facebook, LinkedIn, and independent forums. Trigger it when finding where a target audience gathers, planning organic participation, partnerships, or community-led go-to-market.

superamped Skill

Use this skill to find, verify, classify, and rank direct, adjacent, and tangential competitors from public web evidence. Trigger it when entering a market, building a competitor set, validating perceived alternatives, or refreshing research after a pivot.

superamped Skill

Use this skill to discover and score relevant influencers across YouTube, X, blogs, newsletters, podcasts, and Instagram. Trigger it when building a sponsorship, affiliate, co-marketing, outreach, PR, or audience-research list for a defined market.

xi-kari Bundle

经由 crossframe-suite 调度或用户显式命令使用，不隐式响应。历史、文明连续史、王朝制度、史料闭合、archive-access/FOIA backlog 与历史领域接口边界的中文专项 skill。

msaad00 Bundle

Open security scanner for agentic infrastructure — agents, MCP, packages, blast radius, runtime, and trust across MCP discovery, CVEs, SBOMs, CIS benchmarks (AWS, Azure, GCP, Snowflake), OWASP/NIST/MITRE compliance, AISVS v1.0, MAESTRO layer tagging, and vector database security checks. Use when the user mentions vulnerability scanning, MCP server trust, compliance, SBOM generation, CIS benchmarks, blast radius, or AI supply chain risk.

ericosiu Bundle

Build and maintain a visual short-form format library, evaluate supplied content spikes, and match source-grounded ideas to recording outlines and editing briefs. Use for format discovery, refreshing a swipe page, ranking a content table, or preparing a format-library lead magnet.

ericosiu Bundle

Use when an agent must extract moments, quotes, objections, hooks, or evidence from long video or audio cheaper than full-frame ingest — sales calls, podcasts, YouTube episodes, Loom trials, discovery recordings. Goal-directed watch via Gemini agentic video understanding (frames, audio, or transcript). Not for cutting, overlays, rendering, scheduling, or publishing.

jochenyang Bundle

Product requirements analysis and planning for structured PRD outputs. Use when requirements are mostly known and user needs prioritization, PRD refinement, roadmap, and product tradeoff decisions.

menkesu Skill

Drafts executive memos and stakeholder communications using Amazon's 6-pager structure, Stripe's memo format, and SCQA framework. Use when writing board updates, executive summaries, or strategic documents.

menkesu Skill

Writes effective OKRs using Christina Wodtke's best practices and Google's OKR methodology. Use when setting goals, aligning teams, creating measurement frameworks, or tracking quarterly progress.

menkesu Skill

Manages stakeholder relationships using Kim Scott's Radical Candor and Carole Robin's interpersonal dynamics. Use when giving/receiving feedback, navigating difficult conversations, or building trust across teams.

menkesu Skill

Implements Teresa Torres' continuous discovery habits for weekly customer contact, opportunity solution trees, and assumption testing. Use when building discovery processes, conducting user research, validating assumptions, or establishing product trio workflows.

menkesu Skill

Applies prioritization frameworks including RICE, ICE, Value vs Effort, and Kano model. Use when prioritizing features, managing backlog, making tradeoffs, or saying no gracefully. Based on Shreyas Doshi and Intercom frameworks.

microsoft Bundle

WorkIQ - Microsoft 365 tool surface for agents. Use for any workplace question or write action where data lives in M365. Supports semantic `ask` plus tools (`fetch`, create/update/delete, actions, functions, fetch_blob, path/schema discovery) for mail, meetings/calendar, documents/files, Teams chats/channels, OneDrive/SharePoint, and people. Read triggers, "what did [person] say", priorities/top of mind, meeting decisions/action items, summarize thread/chat, find emails/docs, list meetings/messages/files/channels, project status/updates, "what changed since", download file content. Write triggers, send/reply/forward email, create/update/accept/decline meetings, mark read, delete drafts/items, send/post/reply/react in Teams, set presence. Discovery triggers, available endpoints/paths, fields, request body, schema/data model. Prefer `ask` for synthesis; use entity tools for exact reads/writes.

leoyeai 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-content.

musserlab Bundle

Generate single-cell gene expression report scripts (.qmd) with barplots, heatmaps, and cross-analysis. Use when creating expression reports for gene sets across cell types, visualizing gene expression patterns in single-cell data, or when the user says "expression report", "gene expression barplots", "expression heatmap", or wants to visualize how a gene list is expressed across cell types. Covers both categorical gene groupings (pathway components, functional categories) and data-driven groupings (taxonomy, coexpression modules). Currently Python/scanpy/matplotlib only. Do NOT load for differential expression testing, marker gene discovery, or clustering — those are upstream analyses that produce gene lists this skill consumes.

spielewoy Bundle

Explicit-only useful-first orchestration. Invoke /skill:autoprompt to turn a mission into one executable roadmap, build dependency-safe lanes, and verify the result with independent reviewers. Never infer invocation from ordinary requests. Never resume from leftover artifacts without an explicit resume instruction.

spielewoy Skill

L3 legacy-resume compatibility reader - reconstructs old intake artifacts when explicitly resuming them; new runs use the useful-first roadmap author instead.

spielewoy Skill

L3 useful-first roadmap author or complementary scout - proves capability when needed, inspects the real repository, and contributes to one executable ROADMAP.md without spawning.

spielewoy Skill

L4 terminal scribe - records new-run governance in PROMPTS.txt, ROADMAP.md, and append-only GATELOG.md; preserves legacy ledgers read-only.

spielewoy Skill

L3 conditional G1 planner - adds detail only when a roadmap item explicitly requires it, including debug depth-lock and unresolved design forks.

spielewoy Skill

L3 independent G2/G5 or roadmap reviewer - checks mission coverage, reality, tests, boundaries, and claim-vs-diff; returns binary SMASH or PASS.