judge

Blind evaluation pattern. Agent spawns an independent judge to evaluate an idea, plan, strategy, statement, or implementation. The judge sees the repo but not the conversation. Verdict goes to a shared markdown file.

idea-check

Pre-build reality check. Scans GitHub, HN, npm, PyPI, and Product Hunt for existing competitors before you build. Use when starting a new project, evaluating a side project idea, or doing a build-vs-buy decision.

Portfolio Ideas

Analyze your portfolio and generate ideas for improvements

Creative Toolkit

Generate professional AI images through a unified interface that routes across multiple providers. Search curated prompts, enhance ideas into production-ready descriptions, and manage local ComfyUI workflows — all from a single MCP server.

Io.Github.Startvest LLC/Idealift

Manage product ideas, decisions, and customer signals from AI assistants with NLQ

auto-propose-backlog-specs

sr:auto-propose-backlog-specs — Generate new feature ideas through product discovery, create GitHub Issues.

Autopilot — Idea to Merged PR Pipeline

Drives the full flow from raw user idea (or an existing spec) through merged PR. The ONLY pause is explicit user approval of the spec after Step 0; everything after that runs unattended unless blocked by an unrecoverable failure, missing credentials, or an unresolved CRITICAL Codex finding.

Io.Github.Startvest LLC/Idealift Mcp

Pre-backlog idea management with decision tracking, signals, and RICE scoring.

ai-tutor

Use when user asks to explain, break down, or help understand technical concepts (AI, ML, or other technical topics). Makes complex ideas accessible through plain English and narrative structure. Use the provided scripts to transcribe videos

agent-ideas

Harvest agent-tooling ideas from prominent developers.

cw-brainstorming

Creative writing skill for capturing story brainstorming. Use when the user is exploring narrative ideas, discussing characters, planning episodes, or thinking through story possibilities. Creates minimal working notes that preserve creative freedom by recording only what was stated and marking sources.

ab-test-generator

Generate A/B test variants for affiliate content. Triggers on: "create A/B test", "test my headline", "optimize my CTA", "generate variants", "split test ideas", "improve click-through rate", "test my landing page copy", "headline alternatives", "CTA variations", "which version is better", "optimize conversions", "test my email subject line", "compare approaches".

ql-brainstorm

Part of the quantum-loop autonomous development pipeline (brainstorm → spec → plan → execute → review → verify). Deep Socratic exploration of a feature idea before implementation. Asks questions one at a time, proposes 2-3 alternative approaches with trade-offs, presents design section-by-section for approval, and saves an approved design document. Use when starting a new feature, exploring an idea, or before writing a spec. Triggers on: brainstorm, explore idea, design this, think through, ql-brainstorm.

collab

Gemini and Codex collaboratively brainstorm solutions, building on each other's ideas across rounds. Agent synthesizes the best ideas into a plan.

generate-creative-ideas

Creative problem-solving and ideation using SCAMPER, First Principles, Random Word, and AI-optimized techniques. Use when generating ideas, breaking creative blocks, brainstorming alternatives, or innovating.

autoresearch-hooks

Author pre/post-iteration hooks for an autoresearch session. Use when the user asks to add research fetching, Slack/webhook notifications, persistent learnings, auto-tagging, anti-thrash intervention, idea rotation, or any side effect around iterations.

analysis-process

Turn the idea for a feature into a fully-formed PRD/design/specification and implementation-plan. Use when you have a spec or requirements that needs implementation. Use in pre-implementation (idea-to-design) stages to make sure you understand the spec/requirements and ensure you have a correct implementation plan before writing actual code.

pad

Talk to your project. Natural-language project management — create items, check status, plan work, brainstorm ideas, and more.

wasup - Task Management Skill

A structured development workflow that takes an idea from concept to released feature using MoSCoW prioritization, git branching, and atomic commits.

ape-cut-fluff

A surgical editor that strips fluff and redundant information out of a piece of writing and drives the word count down to the bare minimum needed to convey the concept. Flags and removes hedging, empty disclaimers, throat-clearing intros, cliché openers, empty subject openers, filler transitions, self-reference and meta-structure, summarising conclusions, rhetorical-question tails, intro-body-conclusion symmetry, padded constructions, nominalisations, filler qualifiers, adjective and intensifier stacks, redundant pairs, restatement and cross-paragraph repetition, redundant examples and analogies, redundant background and context, redundant elaboration, dead sentences, AI-slop framing, code-narration, ceremonial closers, and non-load-bearing filler words (articles, auxiliaries, connective tissue) whose removal does not change meaning. Use this skill whenever the user says "ape cut fluff", "cut the fluff", "trim this", "tighten this", "strip the fluff", "make this crisp", "remove filler", "remove redundancy", "deduplicate this", "edit this down", "bare minimum words", or shares a text file, raw content, blog post, research paper, or URL and asks to cut the fluff. The skill accepts input as a file path, pasted content, or a URL (which it downloads first). Output is the tightened version of the same content, reduced to the fewest words and the fewest ideas that still carry the essence.

Launch Engine

Business Execution OS — Full pipeline from idea to revenue for solo founders.

thinking-partner

A deterministic thinking partner that challenges assumptions and applies mental models to sharpen decisions, solve problems, and think more clearly. Use this skill whenever a user says "help me think through X", "challenge my thinking", "what am I missing", "apply mental models to this", "play devil's advocate", "stress test this idea", "poke holes in my plan", "help me decide between X and Y", "what are the second-order effects", "I'm stuck on a decision", names any specific model (SWOT, first principles, inversion, pre-mortem, etc.), or asks for structured reasoning on any ambiguous, high-stakes, or complex problem. Also trigger when the user seems uncertain, is rationalizing, or is asking "am I thinking about this right?" Even casual phrases like "what do you think about..." on non-trivial topics should trigger this skill.

second-thought

Use when an idea, decision, design, plan, response, tool call, or action is about to be accepted or executed, especially during brainstorming, convergence, and pre-execution where shallow agreement or goal drift may occur.

Pinterest Content Generator

Generate standard pins, idea pin script, and board suggestions from content atoms.

value-realization

Analyze whether end users will discover clear value in product ideas. Use when: discussing product concepts, evaluating features, planning marketing strategies, analyzing user adoption problems, or when the user expresses uncertainty about product direction (e.g., 'evaluate this product idea', 'will users adopt this', 'why aren't users retaining', 'analyze the value proposition', 'product-market fit', 'user adoption analysis').

0-to-1-launch

Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why adoption stalls, or learning that press coverage does not equal growth. Includes the three-layer diagnosis, the 2-week experiment cycle, and the launch that got 50K impressions and 12 signups.

Contribute to HyperFrames Registry

Guide the user from idea to merged PR for a new registry block or component.

Ideate — Loom thought-partner / sparring doctrine

You are a **thought partner**, not an assistant that agrees. The owner comes to you to think *better* — to brainstorm, to spar, to have ideas pressure-tested, to have new ones generated, and to turn the ideas that survive into well-scoped board cards. Your value is the friction and the rigor you a

visualize

Create beautiful, self-contained HTML visualizations from any content or idea. Use for: slide decks, presentations, infographics, dashboards, flowcharts, diagrams, timelines, comparison tables, data visualizations, landing pages, one-pagers, org charts, mind maps, process flows, kanban boards, report summaries, or any visual that helps humans digest information faster. Trigger on requests like "visualize this," "make a deck," "create a slide," "build an infographic," "show me a dashboard," "make this visual," or any request to present information in a visual HTML format.

maestro-design

Use when the work is design or brainstorming rather than implementation - turning a rough idea into decided design-of-record before any task is built. Covers mapping the problem from the real code, walking open questions one decision at a time, and locking each fork as a Decision record with running reasoning in the feature's notes.md. Reach for it on design, architecture, brainstorm, or spec-authoring requests in a Maestro repo.

debate

Structured AI debate templates and synthesis. Use when orchestrating multi-round debates between AI tools, 'debate topic', 'argue about', 'stress test idea', 'devil advocate'.

pros-cons

Gives a balanced pros and cons analysis of any idea, decision, or topic. Type a subject and get both sides.

analyze-and-plan

MUST USE when investigating a bug, CI failure, test failure, regression, incident, broken behavior, root cause, RCA, or debug-why problem before deciding whether to create an optim-plans solution plan; do not use for ordinary feature ideas, vague product planning, direct implementation-only requests, factual/explanation questions, trivial operations, or explicit no-plan requests.

pitch-generator

Generate concise, targeted pitch drafts for products, projects, or ideas tailored to a target audience. Use when the user asks for a pitch, elevator pitch, tagline, or marketing summary.

AppDeploy

AppDeploy turns app ideas described in AI chat into live full-stack web applications

Forge of Thought is an AI cognitive extension: a workshop where your idea is forged into a decision you can stand behind. You and the AI elicit the idea together until it is whole, reviewers that never saw the conversation attack it, and who decided what and why is recorded. Runs in Claude Code.

precoil-emt

Use this skill when the user wants to test a business idea, strategy, or initiative against real-world risk. Triggers include: 'test my idea', 'what are the riskiest assumptions', 'help me validate this', 'run EMT on this', 'extract assumptions', 'assumption mapping', 'what could go wrong with this plan', 'pressure test this', 'validate this plan', 'what could go wrong with this strategy', 'identify hidden risk in this idea', or any request to pressure-test a business decision before committing resources. Runs a guided Extract → Map → Test system based on David J. Bland's Precoil methodology.

Idea Validator

instagram-research

Research high-performing Instagram content (posts and reels) from tracked accounts using Apify's Instagram Scraper. Identifies outlier content, analyzes top 5 videos with AI, and generates reports with actionable hook formulas. Use when asked to: - Find trending Instagram content in a niche - Research what's performing on Instagram - Identify high-performing reel patterns - Analyze competitors' Instagram content - Generate content ideas from Instagram trends - Run Instagram research - Find viral reels - Analyze hooks and content structure Triggers: "instagram research", "ig research", "find trending reels", "analyze instagram accounts", "what's working on instagram", "content research instagram", "reel analysis", "instagram trends"

product-playbook

World-class product planning framework with 22 PM frameworks (JTBD, PR-FAQ, North Star, OST, Working Backwards, DHM, etc.) from Teresa Torres, Shreyas Doshi, Marty Cagan, Gibson Biddle, April Dunford. MUST trigger this skill when the user wants to think about WHAT to build or WHY, not HOW to code it: - Any vague idea or early-stage thinking, even without the word "product" - Side project with product intent: understanding pain points, validating demand, or planning before coding - Product strategy questions: PMF, retention, onboarding optimization, positioning, competitive analysis, target audience, user churn, North Star Metric, Sean Ellis Score - Framework requests: JTBD, OST, Working Backwards, PR-FAQ, Persona, User Journey Map - Product revision, redesign, or revamp of product direction - Planning a new product line, roadmap rethink, or go-to-market strategy - Supports any language: Chinese, English, Japanese, Korean, Spanish, and more DO NOT trigger for: writing code, debugging, SQL/API/CSS optimization, sprint planning, DB schema design, CI/CD, or technical implementation tasks.

feature-analyzer

Turn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, designing architecture, or making significant changes to the codebase.

Bestseller Orchestrator — From Pitch to Finished Book

You are the executive producer of the book. Your job is not to "come up with ideas": it is to transform an idea into an editorial product with **completion rate**, **reread value**, and **recommendation potential**.

manim-composer

Trigger when: (1) User wants to create an educational/explainer video, (2) User has a vague concept they want visualized, (3) User mentions "3b1b style" or "explain like 3Blue1Brown", (4) User wants to plan a Manim video or animation sequence, (5) User asks to "compose" or "plan" a math/science visualization. Transforms vague video ideas into detailed scene-by-scene plans (scenes.md). Conducts research, asks clarifying questions about audience/scope/focus, and outputs comprehensive scene specifications ready for implementation with ManimCE or ManimGL. Use this BEFORE writing any Manim code. This skill plans the video; use manimce-best-practices or manimgl-best-practices for implementation.

DevPlan MCP Server

Transform project ideas into paint-by-numbers development plans with phases, tasks, and subtasks.

kata-add-issue

Capture an idea, task, or issue that surfaces during a Kata session as a structured issue for later work. This skill creates markdown issue files in the .planning/issues/open directory with relevant metadata and content extracted from the conversation. Triggers include "add issue", "capture issue", "new issue", "create issue", "log issue", "file issue", "add todo" (deprecated), "capture todo" (deprecated), "new todo" (deprecated).

chatgpt-app-builder

Guide developers through creating and updating ChatGPT apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/widgets, debugging, running dev servers, deploying and connecting apps to ChatGPT. Use when a user wants to create or update a ChatGPT app / MCP server for ChatGPT, or use the Skybridge framework.

ai-3d-to-dayz

AI-assisted generation front-end to produce a 3D asset **game-ready for DayZ** from an idea. Workflow scaffold: structure and handoffs are verified; specific tool-picks are claims from @stefan_3d_ai channel marked `❓ validate` until confirmed with own tests.