Product & Planning

mindfold-ai Skill

Guides collaborative requirements discovery before implementation. Creates task directory, seeds PRD, asks high-value questions one at a time, researches technical choices, and converges on MVP scope. Use when requirements are unclear, there are multiple valid approaches, or the user describes a new feature or complex task.

openhands Bundle

Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD.

openhands Bundle

Work effectively inside a local Agent Canvas environment, including local agent-server auth, frontend/backend port discovery, safe workspace hygiene, and delegating work to a new local conversation through POST /api/conversations.

sammcj Skill

Capture single backlog items, or list and triage an existing project backlog. Use this skill whenever the user wants to file a bug, feature request, or backlog item without writing a full PRD, including casual requests mid-conversation like "create an issue for that", "add this to the backlog", or "file a quick bug for X". Also use when the user wants to see what's open, triage stale items, or pick something to work on ("what's open?", "show me the issues", "review the backlog"). Auto-detects destination (GitHub via `gh` CLI, or local `docs/BACKLOG.md` / `docs/issues/`). For multi-bug conversational QA sessions, use qa-to-issues. For full specs with user stories, use to-spec. For breaking an existing plan into vertical-slice implementation tickets, use to-tickets.

sammcj Skill

Turn the current conversation context into a spec and submit it as a GitHub issue. Use when user wants to create a spec or PRD from the current context.

hairyf-skills Bundle

Standard flow from any task source (link or description) to creating a PR: resolve task, create branch and TODO.md, delegate fix to SubAgent (TODO.md), then commit and create PR against origin only. Use find-skills to discover data-source query methods; after confirmation save to global config so the discovery step can be skipped next time. Use when the user provides a task link/description, asks to 'follow GitHub workflow', or 'create PR from task'.

101-skills Skill

Discover and install related skills from inference.sh skill registry. Helps find complementary skills for your AI workflow. Use for: skill discovery, workflow expansion, capability exploration. Triggers: related skills, find skills, skill discovery, complementary skills, expand workflow, more capabilities, similar skills, skill suggestions

joellewis 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.

joelhooks-joelclaw Bundle

Manage feed subscriptions that track blogs, repos, and living pages for changes. Use when adding, listing, removing, or checking monitored resources. Also use when the discovery skill flags a resource as monitorable. Triggers on: 'monitor this', 'subscribe to', 'track this repo', 'watch this blog', 'what are we monitoring', 'check feeds', 'unsubscribe', 'stop monitoring', or any task involving feed subscriptions.

joelhooks-joelclaw Bundle

Capture interesting finds to the Vault via Inngest. Triggers when the user shares a URL, repo, or idea with signal words like "interesting", "cool", "neat", "check this out", "look at this", "came across", or when sharing content with minimal context that implies it should be remembered. Also triggers on bare URL drops with no explicit ask. Fires a discovery/noted event and continues the conversation — the pipeline handles everything else.

joelhooks-joelclaw Skill

Start, monitor, and cancel durable multi-agent coding loops via Inngest. Use when the user wants to run autonomous coding workloads, execute a PRD with multiple stories, kick off an AFK coding session, have agents implement features from a plan, or manage running loops. Triggers on "start a coding loop", "run this PRD", "implement these stories", "go AFK and code this", "check loop status", "cancel the loop", "joelclaw loop", or any request for autonomous multi-story code execution.

joelhooks-joelclaw Skill

Optimize websites, docs, and product surfaces for agent discoverability and operator UX. Use when working on agent SEO/AEO/GEO, crawl policy, markdown or JSON projections, llms.txt, sitemap.md, AGENTS.md guidance, content negotiation, accessibility for browser agents, or any request to make a site easier for pi, OpenCode, Claude Code, ChatGPT, Perplexity, or other agent harnesses to find and use.

eachlabs Bundle

Generate Google Ads creatives using each::sense AI. Create display ads, YouTube thumbnails, Discovery ads, Performance Max assets, and responsive display ads optimized for Google's ad formats and best practices.

glebis Bundle

Manage Linear issues, projects, and workflows via CLI. This skill should be used when the user wants to create, list, update, or search Linear issues, manage projects or milestones, or interact with their Linear workspace. Triggers on "create a task", "add a Linear issue", "list my issues", "update GLE-123", "what's in my backlog", or any Linear-related request.

glebis Bundle

A Theory-of-Constraints diagnostic for deciding what to automate with AI agents. Before building any automation, skill, Goal, loop, or schedule, it walks Goldratt's Five Focusing Steps over the user's work system to find the real bottleneck, then recommends the single highest-leverage automation aimed at the constraint plus a what-NOT-to-automate list. Use when the user asks "what should I automate", "where do I point my agents", "prioritize my automation backlog", "which workflow should I agentify", "is this worth building", "find my bottleneck", "what's the highest-leverage thing", when they are about to build a Claude Code skill/Goal/loop/schedule and aren't sure it matters, or during a review of their automations. Guards against the common failure of automating busywork (a local optimum) instead of the constraint.

eyadsibai Skill

Use when "product strategy", "OKR planning", "product vision", "market positioning", or asking about "competitive analysis", "product-market fit", "go-to-market strategy", "product roadmap"

eyadsibai Skill

Use when "RICE prioritization", "feature prioritization", "PRD writing", "user stories", or asking about "product roadmap", "customer interviews", "sprint planning", "backlog grooming"

julianobarbosa Bundle

Azure FinOps reservation analysis, cost validation, waste discovery, and executive reporting. USE WHEN user says 'validate costs', 'check reservations', 'find waste', 'orphaned resources', 'reservation coverage', 'savings analysis', 'draft response for', 'cost analysis', 'are these reservations', 'reservation gaps', OR any Azure cost optimization request.

nickcrew Bundle

Task tracking system for agents via Backlog.md CLI. Use when creating deferred issues during implementation, filing audit findings, working assigned tasks, or managing project work. Optimized for agent workflows: structured issue filing, priority/labeling system, and task completion tracking.

nickcrew Skill

Use this skill when writing product requirements documents, prioritizing features, creating user stories, defining acceptance criteria, or setting product metrics. Trigger phrases: 'write a PRD for', 'prioritize this feature backlog', 'write user stories for', 'help me define acceptance criteria', 'what metrics should we track for'. Not for writing code, designing UI mockups, or conducting user research interviews.

nickcrew Skill

Use when filing, updating, sequencing, or querying tasks in any atlas-crew repo (Facet + the Atlas Crew Security repos: Apparatus, Chimera, Crucible, Synapse, Bridge). These repos track work in GitHub Issues on Projects v2 boards, NOT backlog.md. Covers the two boards, the Type/Area/Status field model, cross-repo Initiative grouping, gh seq execution ordering, and the non-obvious gh/GraphQL mechanics for setting issue types and project fields. Trigger on: file an issue, create a task, set priority/type/area/status, add to board, what should I work on next, execution order, sequencing, blocked-by, milestone, where does this task go.

nickcrew Skill

Use this skill when gathering and documenting business requirements, mapping processes, performing gap analysis, writing business requirements documents (BRDs), or modeling stakeholder impact. Trigger phrases: 'write a business requirements document', 'map this process', 'gather requirements for', 'gap analysis for', 'AS-IS TO-BE process'. Not for writing user stories (use product-manager skill), conducting user research (use ux-researcher), or financial modeling.

nickcrew Bundle

Automate code review remediation loops with the codex CLI. Requests reviews from codex, classifies findings by severity (P0-P4), fixes critical issues (P0/P1) through iterative cycles, defers quality improvements to backlog, and escalates after 3 review cycles. Use when working with code that needs structured remediation: 'codex review' in a request triggers this workflow.

nickcrew Bundle

Guide discovery through questioning techniques and pattern recognition for Clean Code, GoF design patterns, and architectural decisions. Use when coaching developers, facilitating design discussions, or helping teams discover solutions.

nickcrew Bundle

Stakeholder interviews, PRD structure, and scope definition for software requirements elicitation. Use when gathering requirements, defining project scope, or structuring product requirement documents.

podo Bundle

Senior Product Manager agent with 30+ PM frameworks and SaaS metrics. Covers discovery, prioritization, roadmapping, stakeholder communication, and product analytics for B2B and consumer products.

podo Bundle

Production-grade skills for product thinking, discovery, prioritization, and launch decisions. Covers the full PM lifecycle with a different author and focus than other PM skill packages in the catalogue.

podo Bundle

PM Skills Marketplace — 65 product-management skills and 36 chained workflows across 8 plugins: product discovery, product strategy, execution (PRDs, OKRs, roadmaps, sprints, retros, release notes), market research, data analytics (SQL, cohort analysis, A/B testing), go-to-market, marketing & growth, and a PM toolkit. Encodes proven frameworks for discovery → strategy → execution → launch → growth.

podo Bundle

9 product management skills using canonical frameworks: NNGroup customer journey maps, Lean UX Canvas, Teresa Torres opportunity-solution trees, proto-personas, 6-frame storyboards, user stories with acceptance criteria, user story mapping, full discovery cycle, and structured PRD process.

podo Bundle

16 focused product-management skills spanning the full lifecycle: discovery (user interviews, problem validation, JTBD, research synthesis), strategy (competitor analysis, positioning, strategy docs), prioritization (RICE, Shape Up scope-cutting and bet-sizing), evidence-first PRDs, plus launch plans, North Star metrics frameworks, A/B experiment design, and Now/Next/Later roadmaps.

podo Bundle

Maps 15 AI tools to design scenarios — Midjourney for ideation, Stable Diffusion for production, ControlNet for composition control, vectorization pipelines, and mockup generation. Includes a 2025-2026 AI Creative Director competency roadmap.

podo Bundle

Communicate design’s contribution to user and business outcomes in stakeholder terms. Metrics framework, scorecard / before-after / A-B / portfolio report formats.

aws Bundle

Amazon Redshift is NOT PostgreSQL — corrects PostgreSQL-derived LLM mistakes; covers Redshift-specific SQL, DDL, COPY/UNLOAD, system views, metadata discovery, and operational patterns. Applies ONLY when the task is about Redshift itself (cluster, Serverless workgroup, or Redshift SQL). Pushes back on: CREATE INDEX, string_agg, pg_catalog, text type, SERIAL, stl_query, LATERAL, RETURNING. Triggers on: Redshift SQL, Redshift CREATE TABLE, Redshift COPY/UNLOAD, slow Redshift query, Redshift permission denied, Redshift disk full, Redshift system views, QUALIFY, PIVOT, MERGE, Redshift Data API, Redshift WLM, concurrency scaling, Redshift resize, Redshift Spectrum external tables. Does NOT apply to (defer to that service's own skill): Amazon S3 storage/bucket policies, Athena or Glue queries/catalogs, data-lake or Iceberg work outside Redshift, Aurora, RDS, or DynamoDB — but S3/Glue ARE in scope for Redshift COPY, UNLOAD, or data-lake queries (external schemas/tables on S3).

aws Skill

Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping, knowledge / runbook discovery, security audits, dependency questions, and quick diagnostics — anything that needs a 5-30 second answer rather than a 5-8 minute deep investigation. Trigger words include cost, optimize, review, architecture, topology, what runbooks, show me, compare, audit, what if.

aws Bundle

Guides an end-to-end data-warehouse migration to Amazon Redshift — discovery, schema/SQL/stored-procedure/macro/script conversion, data migration, validation, performance comparison, and reporting. Source-routed via `references/<source>/`; Teradata (Vantage) is the supported source; additional sources are added as their own `references/<source>/` sets. Text-only knowledge (no executable code) — the AI generates all execution at runtime. Applies when a user wants to migrate Teradata to Amazon Redshift, convert Teradata DDL/SQL/stored procedures/macros/BTEQ to Redshift/RSQL, or assess Teradata-to-Redshift migration complexity. Applies only to migrations targeting Amazon Redshift; migrations to other platforms (Snowflake, BigQuery, Databricks, etc.) are out of scope regardless of source. Does not cover general Redshift administration, performance tuning, or troubleshooting of existing Redshift clusters (no migration involved), or sources not listed under references/.

nexscope-ai-ecommerce-skills Skill

Cross-border e-commerce expansion advisor. Scores target markets on 8 weighted dimensions (market size, ecommerce penetration, competition, regulatory complexity, logistics infrastructure, payment ecosystem, cultural distance, IP protection), compares 5 fulfillment models with cost and transit data, provides country-by-country tax/duty compliance guides (EU VAT/IOSS, UK VAT, US sales tax, CA GST, AU GST, JP consumption tax), maps local payment preferences by market, and builds a phased expansion roadmap. No API key required.