Decompose validated idea-brief.md into 4–8 per-feature PRDs with screens nested. Use after kta-idea-pipeline.
LaborAny 设计大师——用 HTML 做高保真原型、交互 Demo、幻灯片、动画、设计变体探索 + 设计方向顾问 + 专家评审的一体化设计能力。HTML 是工具不是媒介，根据任务 embody 不同专家（UX 设计师 / 动画师 / 幻灯片设计师 / 原型师），避免 web design tropes。 触发场景：做原型、设计…
Migrate to LangChain from raw OpenAI SDK, LlamaIndex, or custom LLM code. Covers codebase assessment, side-by-side validation, RAG migration, agent migration, and feature-flagged…
Identify high-potential consumer product opportunities by observing "distortive" user behaviors where people use manual workarounds or non-native tools to satisfy a specific…
Use when creating internal product launch announcements - gathers information from PRDs and user input to write customer-centric feature launch communications for internal teams
Launch coordination skill for managing launch checklists, stakeholder alignment, and day-of execution for product and feature launches.
Research competitors, analyze their messaging, and generate a positioning document with category definition, differentiation claims, value propositions, and proof points.
Vollständige rechtliche Freigabeprüfung eines Produkt-Launches gegen das konfigurierte Prüfrahmenwerk und die betriebliche Risikokalibrierung.
Vollständige rechtliche Freigabeprüfung eines Produkt-Launches gegen das konfigurierte Prüfrahmenwerk und die betriebliche Risikokalibrierung.
Orchestrates the full process of launching a SaaS product from system architecture through production monitoring, chaining seven software-development skills into a cohesive…
Interactive Flexbox and Grid layout generator with real-time code output. Creates production-ready layouts based on your requirements with proper fallbacks and responsive…
Use for any frontend layout or form arrangement work in PierceDesk. Covers Box/Container/Grid/Stack/Paper usage, responsive sizing, spacing rules, and how to align pages with the…
Master responsive layout design using modern CSS (Flexbox, Grid), mobile-first approach, and breakpoint strategies.
Use BMad (Breakthrough Method of Agile AI Driven Development) framework for AI-driven development. Use for: architecture analysis, sprint planning, story generation, PRD creation,…
Executive leadership expertise for decision-making, change management, crisis management, stakeholder management, team building, and organizational leadership.
Curated collection of 25+ battle-tested prompts for engineering leaders — 1-on-1 prep, team health, incident retros, technical strategy, hiring, career development, and…
USE FOR: Formal verification of AI systems — agentic AI safety, alignment, high-stakes AI, evolving agents, neural network properties, and AI governance constraints.
Choose and audit startup metrics using Alistair Croll and Benjamin Yoskovitz''s "Lean Analytics: Use Data to Build a Better Startup Faster".
USE FOR: Applied reasoning for intelligence analysis, strategy creation and analysis, brainstorming methodologies, investigative reasoning, and domain-specific decision-making.
USE FOR: bisecting Lean 4 toolchain versions or commits to find which one introduced a regression, using `script/lean-bisect` with `#guard_msgs` / exit-code signatures, ignoring…
USE FOR: generating Lean blueprint, annotating theorems with @[blueprint], scaffolding blueprint directory, building blueprint LaTeX, rendering blueprint web.
Build, test, and debug Lean 4 projects using Lake. Use when building the ComputationalPaths project, checking for errors, running tests, cleaning artifacts, or debugging Lean 4…
Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue.
USE FOR: Formalize causal DAGs, knowledge graph quality gates, counterfactual reasoning, and provenance bridges in Lean 4.
Collaborative theorem proving orchestrator. Uses lc CLI for state, spawns parallel agents.
Restructure agent-facing docs so the always-loaded context stays small and the rest is loaded on demand.
Context Runtime for AI Agents — 48 MCP tools, 10 read modes, 90+ shell patterns, tree-sitter AST for 18 languages. Compresses LLM context by up to 99%.
USE FOR: reviewing a Lean documentation draft, flagging undefined terms, suggesting cross-links, scoring readability against a rubric.
USE FOR: Update academic papers, technical reports, and documentation based on results from Lean 4 formalization.
USE FOR: Extract formal requirements from academic papers, technical reports, and design documents. Use when converting informal mathematical claims into Lean 4 theorem…
USE FOR: running programmatic CI / pre-review / post-review gates for a Lean 4 project — axiom audit, council precheck, review coverage, metric sync, zettelkasten lint, bridge…
Lean 4 fundamentals including syntax, structures, inductive types, and polymorphism. Use when writing basic Lean code, defining custom data types, pattern matching, or learning…
Combining multiple effects with monad transformers including StateT, ExceptT, ReaderT, and OptionT. Use when you need error handling AND state, or multiple effects together.
Ad-hoc polymorphism and operator overloading in Lean. Use when defining type classes, creating instances, implementing interfaces, deriving, or working with coercions.
Use when Lean 4 proofs involve fuel-based recursion, proving fuel independence, loop invariants, copyLoop-style patterns, suffix/append extension lemmas, or…
USE FOR: routing the top-level entry-point for a complex Lean 4 task; selecting which downstream skill(s) own each phase; preventing context collapse across long sessions;…
Guides adding new Higher Inductive Types to the ComputationalPaths library. Use when creating new HITs, defining fundamental group (pi1) calculations, implementing encode-decode…
USE FOR: Cross-skill integration protocol defining how all 39 skills work together. Covers the complete lifecycle from document to proof to document, inter-cluster communication,…
USE FOR: Knowledge representation, ontology engineering, symbolic AI, commonsense reasoning, causal reasoning, legal reasoning, and abductive inference in Lean 4.
When the user wants to implement lean principles, eliminate waste, improve flow, or adopt continuous improvement.
Compress routine agent responses to reduce token usage while preserving commands, file paths, assumptions, risks, verification details, and next actions.
USE FOR: creating minimal working examples (MWEs) from Lean 4 errors for upstream bug reports, capturing diagnostics with `#guard_msgs`, capturing panics with `#guard_panic`,…
USE FOR: Formalize and extend nested learning theory in Lean 4. Covers LaSalle invariance, hierarchical learners, multi-scale Lyapunov functions, timescale separation, and bridges…
Use when choosing implementation patterns for observability, runtime configuration, API typing, CI, auth, or infrastructure.
Reduce output tokens while preserving technical accuracy. Trigger: When asked to be concise, terse, or minimize token usage.
USE FOR: opening, titling, or labelling a PR against any Lean ecosystem repo (`leanprover/lean4`, `leanprover-community/mathlib4`, Cslib, or downstream projects), picking the…
Viết PRD rút gọn tập trung Business Rules và Workflow cho AI-first engineering + BDD. Use when user wants to write a lean PRD, viết PRD, tạo spec, feature spec, business rules,…
USE FOR: writing Lean 4 proofs one tactic at a time, fixing tactic errors by priority, planning sorry placeholders, cleaning a working proof, resolving dependent-type rewriting…
USE FOR: reviewing one Lean 4 proof / file for correctness, soundness, statement faithfulness, non-triviality, and proof quality; running the 4-layer verification checklist…
GF(3)-balanced random walk through Lean proof states. Use when generating formal proof chains with parallel triad verification.
A skill for using Lean 4, a modern interactive theorem prover with powerful type theory, dependent types, and mathematical structures.
USE FOR: assessing overall Lean 4 project quality across seven dimensions (soundness, faithfulness, completeness, novelty, elegance, integration, documentation); preparing for…
Consolidated cheatsheets for Lean 4 syntax, tactics, type classes, monads, and common patterns. Use for quick lookup or when you need a reminder.
USE FOR: converting a Lean 4 project blueprint into a publication-grade LaTeX report — blueprint artifact ingestion (extracted LaTeX nodes, dependency DAG, JSON metadata),…
USE FOR: running a Lean 4 corpus retrospective — RETRO protocol (Refactor-Extract-Test-Refine-Optimize), adapting to project scale (Solo / Small / Medium / Large), per-phase…
USE FOR: Apply the review council system retroactively to an existing large Lean 4 project. Use when onboarding an existing codebase to the council review framework.
USE FOR: orchestrating a 5-member Lean 4 proof review council (Σ Kernel Guardian, Φ Statement Oracle, Ν Novelty Scout, Λ Quality Architect, Ω Integration Sentinel); running RALPH…
Use when proving encode/decode roundtrip theorems, suffix invariance (_append lemmas), goR (decode-with-remaining) patterns, padding extraction, or composing per-level roundtrip…
USE FOR: bootstrapping a fresh leanprover/lean4 clone, repairing elan toolchains, linking stage0/stage1 builds, verifying that `lean` and `lake env lean` agree, cleaning up linked…
USE FOR: Design theorem specifications for Lean 4 proofs. Use when planning new theorems, lemmas, definitions, or tactics.