Minimal crystallization strategy for users who already have a specific research topic or problem (e.g., "I want to improve CoT faithfulness in LLMs") and need structuring into a formal North Star. Heavily simplifies or skips exploration tactics, focusing on obstacle analysis, goal decomposition, and synthesis. Use…
An AI assistant workflow for choosing university applications in China's Gaokao system, the national college entrance examination. It compares scores and rankings with school and major choices while accounting for regional admission rules.
Adversarial specification writer. Takes a brief (from grill-me or user) and produces a structured spec.md with YAML frontmatter, requirements, acceptance criteria, and target files. Git-aware pipeline: each run on its own branch, squash-merge on approval.
Lead free-form implementation work through bounded delegation: define the exact outcome, launch the smallest useful executor team, integrate the result, and prove completion. Use when the user asks Work to build, fix, implement, refactor, or change something without selecting a focused Work skill.
Reveal consequential blind spots after answering. Use proactively for exploration, research, product thinking, architecture, planning, creative work, and decisions, or when the user asks what they missed, what to ask next, or to challenge an idea. Skip routine execution unless a hidden issue could materially change…
Structured thinking skill implementing Bloom's AI Collaboration Framework v3. Auto-scales depth from stakes (reversibility + reliance): quick 3-question framing for reversible exploration, standard 6-question protocol for real decisions, deep mode with epistemics + teach-back + independent audit for binding one-way…
Activates ground-truth mode -- a critical thinking partner with hard anti-sycophancy rules. Use whenever someone shares a plan, idea, decision, interpretation, or work product and might be seeking reassurance instead of honest assessment. Trigger on any of: "what do you think," "does this make sense," "is this a good…
Generates a Toyota-style A3 problem-solving report from a problem statement. Use this skill when the user mentions A3 reports, root cause analysis, 5-Whys, fishbone diagrams, Ishikawa, lean problem solving, DMAIC, manufacturing issues, quality escapes, production downtime, scrap reduction, yield problems, or asks to…
Check whether the user's request has enough information to do the task well before producing output, instead of silently inventing missing details or asking generic clarifying questions. Use this whenever a task is underspecified in ways that would change the actual output — building a website, writing a contract…
Master orchestrator skill that coordinates a full multi-agent startup pipeline. Triggers on: build SaaS, launch startup, startup accelerator, build product, create MVP, SaaS builder, million dollar startup, build me a business, or using the Startup Factory. Coordinates 8 specialized sub-skills in a gated…
Cross-domain bridge thinking for stuck founders, creators, and builders. Finds pattern bridges from unrelated fields — biology, game design, physics, jazz, architecture, logistics — and maps them to your situation with explicit reasoning, pros/cons, and a first experiment. Use when stuck, plateaued, can't get…
Multi-perspective business strategy debate using three AI advisors (Creative Strategist, Market Skeptic, Financial Realist). Use this skill when the user asks for business strategy analysis, wants to evaluate a business plan, needs to stress-test a business idea, asks for multi-angle feedback on a proposal, mentions…
Triggers when: user mentions "PRD", "requirements", "break down requirements", "split PRD", or provides a long feature document. Use this skill to first clarify ambiguous requirements, confirm business logic and boundaries, and then decompose the finalized PRD into atomic frontend tasks focusing purely on BUSINESS…
Apply a vendor-neutral post-build completion standard to an existing product repository. Use when explicitly asked to finish, harden, package, validate, prepare, or launch a substantially completed product. Covers functional closure, engineering, security, branding, legal drafts, UI, website, SEO, payments, email…
A shortened version of the Sptler Council, a multi-perspective method for reaching a quick verdict on one topic with a small number of selected viewpoints.
Research, compare, and shortlist lodging from current evidence using normalized stay totals, independent reviews, room-only/meal-plan comparisons, cancellation, availability confidence, and booking-site options. Analyze a supplied hotel shortlist or JSON dataset and produce an evidence-backed HTML hotel report.…
Turn a vague software idea—or motivation without a clear idea yet—into a verified, explainable first release, or grow an existing project through scoped, testable slices. Use for substantial builds across web apps, backends/APIs, CLI/automation, data/AI, libraries, mobile, desktop, and mixed systems; especially when a…
Navigate the Odyseus reference project (parent directory) to study a specific feature, compare it with Proteus, and adapt the implementation. Use when the user asks to check/learn/compare/reference Odyseus for any feature.
Practical toolkit for small-team managers. Use when the user wants help planning weekly team work, running meetings, diagnosing blockers, giving feedback, coaching employees, making SWOT/5W2H/root-cause/PDCA decisions, reviewing performance, running one-on-ones, breaking work into SMART goals and WBS tasks, balancing…
Audits any substantial deliverable — documents, grant sections, strategies, protocols, skills, configs, roadmaps, plans — against domain-specific quality criteria before delivery. Searches the web for best practices, runs dual-pass thematic and structural audit with severity classification, fixes all issues, and…
Run an Advocate/Critic/Judge debate over any decision with real tradeoffs. Use when the user asks whether to merge a PR, pick an architecture, hire a candidate, ship a feature, or make any judgment where both sides have valid points and a single-model answer would be too confident.
Multi-agent research war room. Personas debate in sequential turns through two phases — ideation and proposal writing. Persona persistence and drift detection are enforced every turn via the persistent-persona skill.
Use for any non-trivial coding, engineering, or deliverable-producing task — building a feature, fixing a bug, refactoring, designing an architecture, writing a script someone will run, or drafting a document someone will use. Enforces upfront planning before acting, rejects placeholder/stub/TODO code and unhandled…
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originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: