Run a project as an orchestrated campaign: Claude as conductor (Fable 5.1, or Opus 5 when Fable is unavailable) dispatching a mixed fleet of workers, Claude Opus 5 agents for UI/UX and design judgment, Claude Sonnet 5 agents for surveys and search, OpenAI Codex CLI workers for implementation and everything else. Use…
A framework for creating and managing AI-native workflows tailored to specific fields. It includes concepts such as intent refinement, quality agreements, phases, decisions, batches, and teams of AI agents.
Maintain a semantic feature flow graph (.codesee/features.json) of this project. Activate when the user asks to scan / sync / refresh the feature map, when code changes are completed and the project has an AGENTS.md or .codesee/ directory, or when the user mentions CodeSee. Produces a JSON file describing Epics…
A Chinese-language product-management adviser built around named product thinkers and decision frameworks. It guides discussions about requirements, roadmaps, competitor analysis, MVPs, and product decisions.
Create or update reusable workflow DAGs. Use when authoring or revising saved workflows. Must be mandatorily used before calling the createworkflow tool.
First-principles, team-of-experts assessment of a software project that surfaces latent potential; underexploited assets, a sharper north star, missing high-leverage capabilities, better framing and messaging. Produces a prioritized, evidence-grounded report with cheap probes, a reframe candidate, a stop-doing list…
Use when brainstorming a product or feature where multiple valid technology choices exist and the wrong one is costly, when the user asks for 'objectively best' or 'highest quality', or when the domain has tools/frameworks where marketing or popularity biases could mislead research agents. Also use when starting…
The six-cut kernel (read first, write second, verify third) and its runnable loop. Use before a non-trivial multi-file diff or multi-slice agent run, when auditing a major change, or to run the best-practices loop on a goal (a fixed ten-checkpoint pass you point at one objective and walk to done).
Plan a new objective end-to-end in this repo's docs/mbo Management-By-Objective system — turn a GitHub issue or a gss draft-PR worktree into consistent design/spec/plan artifacts and track it in docs/mbo/index.md. Use this whenever the user wants to START planning or designing a new feature, skill, CLI, or service…
Run a document-driven Vibe Coding workflow for complex AI-assisted software projects. Use when the user wants to build or refactor a non-trivial project with Codex, Claude Code, Cursor, or another coding agent; asks for vibe coding; wants requirements, design docs, task decomposition, multi-agent implementation…
A meeting-plan template for small software teams preparing their next sprint, a short period of planned development work. It covers goals, available capacity, ready work, risks, and the work the team agrees to take on.
A practical method for auditing an AI product or system before release. It examines design evidence, evaluation evidence, and shadow evidence, then defines release limits and a go/no-go decision.
Discover and model the architecture of an unfamiliar codebase, emit a canonical architecture model plus derived structured view files for multiple audiences, then automatically hand off to architect-diagram for the interactive HTML diagram. Use this skill when asked to explore a repository, identify runtime…
Orchestrates a live agent team that pressure-tests a strategic question with McKinsey-style frameworks. A team lead runs intake, classifies the problem, then runs the team in waves: diagnose + map the market in parallel, generate competing strategic options from opposing mandates and filter them to a shortlist…
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when the user wants to be questioned, challenged, interviewed, grilled, or stress-tested about a plan or design, or mentions "grill me".
Uma habilidade que transforma decisões de produto, atas ou conversas em uma história de usuário com critérios de aceitação e uma especificação técnica. Ela pode analisar o repositório existente para indicar onde a mudança deve ser feita.
One-page business model framework for rapid validation and strategic clarity. Use when user needs to validate a business idea, map out a product strategy, or evaluate product-market fit. Works for new products, pivots, and feature-level business cases. Trigger phrases include "lean canvas", "business model", "one-page…
A detailed product-requirements-document writer for regulated, financial, risk-management, and cross-functional projects. A PRD is a shared plan that explains what a product must do, who it serves, how it will be accepted, and what happens during release.
Forces replay-safe rollout plans, reconciliation gates, and rollback paths before executing any data backfill or historical reprocessing. Use when running /backfill, rerunning pipelines, repairing publish windows, or any work that risks double-counting or downstream corruption.
Use when the user invokes /goal, asks for goal mode, designs an agent loop, or starts long-horizon autonomous work that should be clarified into a concrete, verifiable objective before execution.
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: