Product & Planning

tanstack Skill

Isomorphic tool system: toolDefinition() with Zod schemas, .server() and .client() implementations, passing tools to both chat() on server and useChat/clientTools on client, tool approval flows with needsApproval and bound interrupts (resolveInterrupt), generic middleware interrupts with defineInterrupt(), lazy tool discovery with lazy:true, rendering ToolCallPart and ToolResultPart in UI.

nomarj Skill

Bridges insight statements to opportunity questions. Use when generating How Might We variants from insight statements, problem descriptions, or during brainstorming prep. Triggered by '/hmw', 'how might we', 'reframe as opportunities', 'generate HMW', 'opportunity framing'. Produces scoped variants for both human and AI agent consumers.

nomarj Skill

Bias detection — identifies who is missing from the evidence base and what that absence means. Auto-triggered during /discover after persona panel construction. Also triggered by 'who is missing', 'silence audit', 'blind spots', 'bias check', 'who aren't we hearing from', 'who did we miss'. Cannot be skipped during full DISCOVER.

nomarj Skill

Full Empathy Engine — evidence-grounded persona panel construction, synthetic interviews, and insight extraction. Use when the owner runs /discover, asks 'who is this for', 'build personas', 'create the panel', 'who should we interview', 'run discovery', 'empathy engine', or when a new product/Epic needs evidence-grounded understanding of human and AI agent consumers. NOT for bug fixes, tech debt, or incremental features within validated Epics. This is the heavyweight DISCOVER tool — for quick checks use /empathy instead.

nomarj Skill

Mandatory adversarial persona that breaks sycophancy bias in synthetic interviews. Auto-activated during empathy-engine persona panel construction — cannot be omitted. Also triggered by 'hostile critic', 'stress test the concept', 'devil's advocate persona', 'what would the hater say', 'attack this idea'. Sources exclusively from negative evidence: 1-star reviews, complaint threads, churn reasons, rejection explanations.

phuhao00 Bundle

Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving discovery and messaging.

phuhao00 Bundle

Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing. Use when turning strategy into a release plan that teams can execute.

phuhao00 Bundle

Run a full discovery cycle from problem hypothesis to validated solution. Use when a team needs a structured path through framing, interviews, synthesis, and experiments.

phuhao00 Skill

Choose a prioritization framework based on stage, team context, and stakeholder needs. Use when deciding between RICE, ICE, value/effort, or another scoring approach.

phuhao00 Bundle

Run an end-to-end product strategy session across positioning, discovery, and roadmap planning. Use when a team needs validated direction before committing to execution.

microck Skill

Capture requirements from user perspective with structured user stories. Use when writing backlog items, defining acceptance criteria, prioritizing features, or communicating requirements between product and development.

pharmolix Bundle

Analyze protein-ligand interactions in PDB structures using PLIP (Protein-Ligand Interaction Profiler). Use this skill when: (1) Analyzing binding interactions from a PDB structure file, (2) Identifying hydrogen bonds, hydrophobic contacts, π-stacking, salt bridges, and water bridges, (3) Generating 3D visualizations of protein-ligand complexes, (4) Creating interaction summary reports for drug discovery.

quick-brown-foxxx Skill

ALWAYS LOAD THIS SKILL WHEN ACTING AS A TEAMLEAD AGENT SESSION. Do not run a Teamlead-led multi-epic session directly — use this skill first. Backlog-driven multi-epic operating model, slice contract, teammate archetypes, verify-triage-fix chains, epic reject protocol, periodic analysis teammate, and the user-picks-teamlead boundary. Use when a user explicitly starts a Teamlead session, when coordinating teammates across multiple epics or features, when maintaining a project backlog across long autonomous work, when building a sequence of verify-fix teammate passes, or when running a comparison/merge flow for very big epics.

buildingwithai Bundle

When the user asks for feedback, critique, review, coaching, pressure testing, roleplay, walkthrough help, 30-60-90 planning, stakeholder prep, or improvement of a PMM, launch, GTM, messaging, positioning, campaign, competitive, or sales enablement artifact. Also use after generating important PMM deliverables to run a final senior-PMM review and revise the output.

buildingwithai Bundle

When the user needs a campaign brief, marketing campaign plan, launch campaign, creative brief, channel plan, content deliverables, SMART objective, RACI, KPIs, or a .docx-ready stakeholder brief. Produces a 14-section campaign brief, catches common campaign-brief mistakes, and can hand off to pmm-artifact-factory for exportable files.

buildingwithai Bundle

Create account research briefs for target accounts, sales preparation, signal-triggered outreach, ABM campaigns, and pipeline intelligence. Use for why-now, stakeholder map, fit, signals, and recommended outreach angle.

buildingwithai Bundle

Use when the user needs a PRD, requirements document, product spec, user stories, acceptance criteria, success metrics, UI flow, wireframe, mockup, HTML prototype, or prototype brief. Supports iteration, new feature, and 0-1 product scenarios, then hands off to GTM and artifact generation.

buildingwithai Bundle

When the user wants to test, score, audit, or improve messaging, website copy, ad copy, outbound copy, message-market fit, persona resonance, positioning specificity, or stakeholder messaging debates. Produces a scored messaging specificity report and test plan.

fortunto2 Bundle

Use when "reddit comment", "engage reddit", "build karma", "post to reddit", or need to participate in Reddit threads. NOT for thread discovery (/community-outreach) or social copy (/content-gen).

fortunto2 Skill

Use when "help me decide", "should I do this", "evaluate decision", "STREAM analysis", "run decision framework", "pros and cons", or facing a high-stakes founder choice. Do NOT use for idea validation with PRD (/validate).

fortunto2 Skill

Use when "run pipeline", "automate research to PRD", "full pipeline", "research and validate", "scaffold to build", "loop until done", "chain skills", or need multi-skill automation. Do NOT use for single skills (use the skill directly).

fortunto2 Bundle

Use when "scaffold project", "create new project", "start new app", "bootstrap project", "set up from PRD", or need project from PRD + stack template. Do NOT use for planning features (/plan) or PRD generation (/validate).

fortunto2 Bundle

Use when "validate idea", "score this idea", "should I build this", "go or kill", "generate PRD", "evaluate opportunity", or need idea scoring with PRD output. Do NOT use for deep research (/research first) or decision-only framework (/stream).

fortunto2 Skill

Use when "create content", "write LinkedIn post", "social media pack", "marketing copy", "promotion content", or need social posts from PRD. Do NOT use for community thread responses (/community-outreach) or video scripts (/video-promo).

fortunto2 Skill

Use when "create landing page", "write landing copy", "hero section", "A/B headlines", "landing content", or need marketing page from PRD. Do NOT use for SEO auditing (/seo-audit).

fabricioctelles Bundle

Audit and improve website readiness for AI agents using the Cloudflare "Is It Agent Ready?" scanner (isitagentready.com). Covers scanning via API, interpreting results, generating implementation prompts, and fixing every check. Use when the user mentions "agent ready", "isitagentready", "AI agent scan", "agent readiness", "agent-ready score", "MCP server card", "agent skills index", "markdown for agents", "content signals", "web bot auth", "agent discovery", "RFC 9727", "RFC 8288", "RFC 9728", "SEP-1649", "WebMCP", "x402", "UCP", "ACP", or wants to make a website discoverable and usable by AI agents.

fabricioctelles Skill

Sub-skill de agent-ready-cloudflare: Implement ACP Discovery Document

fabricioctelles Skill

Sub-skill: Implement MPP Payment Discovery. Publish OpenAPI with x-payment-info extensions so AI agents discover payable endpoints via Machine Payment Protocol (mpp.dev).

fabricioctelles Skill

Sub-skill: Implement Auth.md for agent registration discovery. Serve /auth.md with OAuth metadata at /.well-known/oauth-protected-resource and authorization server endpoints.

fabricioctelles Skill

Sub-skill de agent-ready-cloudflare: Implement Agent Skills Discovery Index

fabricioctelles Skill

Sub-skill de agent-ready-cloudflare: Implement OAuth/OIDC Discovery

blakehastings Bundle

Recursive Learning Models (RLM) for deep exploration of context space. Analyzes PRefLexOR, Mixture-of-Recursions, Vertical LoRA, Graph-PReFLexOR, and related frameworks to enable iterative reasoning refinement, multi-agent self-correction, preference-based optimization with thinking tokens, adaptive token-level computation, graph-based symbolic reasoning, and recursive state updates for exploratory optimization in materials science, scientific discovery, complex problem solving, agentic AI thinking, knowledge expansion through dynamic graph construction, transfer learning across domains, stability-certified control systems, time series forecasting refinement, medical image segmentation improvement, and multi-step ahead prediction with iterative feedback loops.

blakehastings Bundle

Hard-won gotchas building a .NET Aspire app with gRPC, a message bus, and an in-process agent, the kind that each cost a debugging session. Use when an Aspire service cannot reach another (service discovery, "No such host"), wiring gRPC between Aspire projects (HTTP/2, HTTPS, ALPN), adding RabbitMQ via Aspire (guest login fails, generated password, Not_Authorized), using MassTransit (v8 vs v9 licensing, IBus vs IPublishEndpoint, captive dependency), passing AppHost configuration or parameters (the `__` env-var separator, AddParameter from appsettings/user-secrets, where each setting should live, clone-and-run defaults, Worker SDK appsettings copy), building an agent with the Microsoft Agent Framework (Microsoft.Agents.AI, ChatClientAgent, function tools, an OpenAI-compatible/LiteLLM endpoint, CodeAct/Agent Harness providers, compacting a long-lived AgentSession), a Web SDK project hitting an ambiguous type like SessionOptions, the AppHost not seeing app types, exporting OpenTelemetry GenAI telemetry or fannin

blakehastings Bundle

Run a project as an orchestrator driving implementation subagents against a GitHub issue backlog: break work into issues, brief agents that work in isolated worktrees, review what comes back, and merge through a path that mechanically refuses red checks. Use when asked to "orchestrate", "act as an orchestrator", "manage agents", "keep working while I'm away", "break this down into GitHub issues", or when taking over a repo that already has docs/process/orchestrating.md. Also use when setting this workflow up in a new repo, when a subagent's PR needs reviewing before merge, when several agents must run in parallel without colliding, or when deciding what to escalate to the human owner instead of guessing. Covers brief anatomy, verification that proves rather than accepts, merge discipline without branch protection, and how the loop revises itself.

akillness Bundle

Build professional PPTX presentations with brand-aligned layouts using structured deck briefs and validation steps for pitch, roadmap, and product decks.

n-n-code Skill

Inspect a repository for story-specific implementation evidence, applicable decisions, validation prior art, and bounded planning-critical external primary sources, then produce compact Repo Context. Use for pre-implementation file discovery and greenfield path grounding; use tester-mindset for test strategy and avoid requirements clarification, implementation planning, broad context management, security review, or code changes.