Product & Planning

marcioaltoe Skill

Turns exploration into decision-ready analysis: scores feature ideas on six viability criteria with KPI targets, converts open questions into A/B/C options with a recommended default, and produces executive-grade deliverables (KPI frameworks, forecasts, cohort/LTV-CAC models, A/B readouts, market sizing). Use during idea/PRD discovery to score or structure a decision, and whenever the task is quantitative decision support. Don't use for software implementation, UI work, or database migration.

marcioaltoe Bundle

Write or rewrite anything technical people write — READMEs, documentation pages, quickstarts, PRDs, tech specs, RFCs, ADRs, design docs, task breakdowns and task files, GitHub issues, bug reports, QA test plans, test cases, exploratory charters, verification reports, PR descriptions, code review comments, and async team updates — so it reads clearly, scans fast, stays faithful to source facts, and sounds human. Use when the user says "write a README", "improve these docs", "write a PRD", "write a tech spec", "draft an ADR", "break this into tasks", "write the task files", "open an issue", "write a test plan", "write test cases", "file a bug report", "write the QA report", "write the PR description", "draft a status update", or wants technical writing that persuades without marketing fluff. Do NOT use for marketing landing pages, sales copy, or ad copywriting.

marcioaltoe Bundle

Transforms technical work into persuasive business-language documents for non-technical stakeholders, including internal announcements, approval proposals, incident explainers, technical-debt cases, product explainers, and investor or partner memos. Use when the user asks to present technical work to the company, explain software to business teams, write a business case, make an approval document, or convert a technical artifact into stakeholder communication in the requested language. Do not use for READMEs, specs, ADRs, external marketing pages, or customer-facing sales copy.

marcioaltoe Bundle

Decompose a spec's PRD/TechSpec into a dependency-ordered task graph — vertical-slice task files plus a machine-parseable _tasks.md DAG manifest under docs/specs/<slug>/, including the authored QA gate decision, decided autonomously from the Spec and escalated only when authority, architecture, or blast radius is at stake.

marcioaltoe Bundle

Write the technical spec at docs/specs/<slug>/_techspec.md — explore the architecture, settle technical decisions one question at a time, record them as ADRs, and produce a build order that write-tasks can decompose. Entry point for feature work with an approved PRD, and also for refactors and bug fixes, where it mints the spec folder with a minimal _prd.md instead of requiring a product interview.

marcioaltoe Skill

Execute one task file from docs/specs/<slug>/ end-to-end — ground in the PRD/TechSpec, implement only the slice, and hand back evidence under the execution mode's settlement contract. Starts immediately when assigned, with no confirmation prompt. Use when the user says "run task_03", "execute the next task", "pick up a task", or when an implementation loop or daemon assigns a task file from a spec folder.

tserentserenov Skill

Create a new Pack — guided flow through SPF: choose domain, name Pack, scaffold structure, fill roadmap.

tserentserenov Skill

Разговор-распаковка неудовлетворённостей (discovery-стратегирование). Сократический разбор сырой рефлексии и заметок на триаду Проблема/Неудовлетворённость/Эмоция → состояние пилота → приоритеты месяца (WHAT/WHY). Роль R1 Стратег, метод DP.METHOD.053. Триггеры — «разбери неудовлетворённости», «помоги со стратегией месяца», «что для меня сейчас важно», «/discovery-session».

sanjeevrg89 Bundle

World-class graph machine learning and Graph Neural Network (GNN) judgment for production — node classification, link prediction, graph classification/regression, community detection, and heterogeneous/knowledge-graph learning. Use when working with graph-structured data, relational data modeled as nodes/edges, or any GNN task; when choosing or implementing GCN, GraphSAGE, GAT, GIN, R-GCN, or graph transformers; when scaling GNNs (neighbor sampling, Cluster-GCN, GraphSAINT, distributed/ partitioned training, serving); when using PyTorch Geometric (PyG) or DGL; or for graph-based recommendation, fraud/anomaly detection on transaction graphs, molecular property prediction/drug discovery, knowledge-graph completion, and GNNs for time series (GNN4TS). Covers message passing, over-smoothing/over-squashing, expressivity (1-WL), transductive vs inductive splits, edge leakage, and OGB benchmarks.

npow Bundle

Use when coordinating multiple agents on a staged pipeline — plan → PRD → exec → verify → fix — via a durable Temporal-backed workflow that survives session crashes. Trigger phrases include "team temporal", "sagaflow team", "durable team", "temporal-backed agent team". File-based state, independent critic/verifier gates, two-stage review on every source modification, honest termination labels. Fire-and-forget while you do other work.

npow Bundle

Renders interactive diagrams in the browser using Cytoscape.js. Use when the user asks to visualize, diagram, draw, render, or show a graph, flowchart, dependency tree, roadmap, architecture diagram, or any node-and-edge structure. Always renders live in browser — never as a static image.

npow Bundle

Renders interactive Gantt-style project timelines and roadmaps in the browser using vis-timeline. Use when the user mentions timeline, gantt, roadmap, project plan, phases, milestones, schedule, sprints, quarters, or asks when things happen or to show a schedule. Writes /tmp/timeline.html and opens it via Chrome DevTools MCP.

npow Bundle

Logs capability gaps as they arise during a session — what Claude couldn't do and exactly what tool, access, or data would have made it possible. Use when the user wants to capture integration needs, track where Claude hits walls, build a roadmap from blocked requests, log capability gaps, or says "remember what you couldn't do". Auto-activates when Claude is about to say it cannot access, fetch, or perform something.

npow Bundle

The single loop skill for ALL recurring and drive-to-completion work. Subsumes the built-in loop (periodic polling), ralph (iterative completion with verification), and loop-until-done (PRD-driven execution). Durable Temporal-backed — survives session crashes. Trigger phrases include "loop", "loop until done", "keep trying", "fix until", "until X passes", "check every N minutes", "keep checking", "poll for", "don't stop until", "ralph", "persist until done", "sagaflow loop", "durable loop".

hebertzhu Skill

Use when the user wants to turn a Notion PRD or feature spec into an implementation plan, tasks, and progress tracking; read the spec first, capture assumptions, then create linked plan and task artifacts.

matthewharwood Skill

OpenAI Symphony reference-runner integration for dean-stack — local ignored install under `tmp/symphony`, workflow/spec package `@dean-stack/symphony-first-five`, Linear env wiring, `bun run symphony`, and generated-app-safe `bun run dev:symphony`. Triggers on: symphony, OpenAI Symphony, Linear orchestrator, dev:symphony, WORKFLOW.md, first-five backlog.

nesnilnehc Bundle

Derive a strategic roadmap from goals using milestone checkpoints, strategic bets, success metrics, and promotion criteria. Produces a decision-grade roadmap document.

nesnilnehc Bundle

Review an existing roadmap document against roadmap-quality criteria: core model completeness, capacity baseline and allocation, metric triplets, outcome framing, dependency mapping, and change frequency. Evaluative atomic skill; output is a findings list.

nesnilnehc Bundle

Day-to-day roadmap maintenance — change item status, shift dates with downstream impact analysis, and produce a what-changed summary. Does not move items between Now/Next/Later tiers.

nesnilnehc Bundle

Archive a completed milestone by generating a snapshot summary, folding the roadmap stage, and removing the stale tasks directory.

nesnilnehc Bundle

Force a clean re-score of every backlog item with four frameworks (RICE, WSJF, MoSCoW, ICE) in parallel — ignores any existing priority, auto-detects multi-file or single-file backlog layouts, surfaces framework disagreements, and captures the user's final decision with rationale.

nesnilnehc Bundle

Identify dependencies among backlog and roadmap items across five categories, record them in each item's depends_on field, and produce a dependency graph with need-by dates and reduction options. Runs before promotion so blocked items are not pulled into Now.

nesnilnehc Bundle

Promote prioritized backlog items into the roadmap's Now/Next/Later tiers based on strategic_goal capacity allocation and priority scores. Event-driven (not calendar-driven).

nesnilnehc Bundle

Derive 3–5 strategic pillars (high-level themes) from vision and North Star that structure and guide strategic goals and roadmap. Produces a strategic pillars document; persisted to docs.

nesnilnehc Bundle

Orchestrator skill — run one roadmap planning pass by sequencing atomic skills from strategic goals through capture, scoring, dependency mapping, and promotion, satisfying each skill's halt conditions up front.

readytogo-education Skill

Lê o perfil do produto ativo, sugere 10 ideias de mini-SaaS relevantes para os alunos do infoprodutor (tracker, diagnóstico, planner, gerador, checklist interativo etc.) e, após a escolha, gera o PRD completo + prompt técnico pronto para colar no Lovable.dev. O aluno não escreve código.

neuron-one Skill

Product management frameworks. PRD writing, user stories, OKRs, roadmap, TAM/SAM/SOM analysis, competitive research. Don't use for technical implementation.

neuron-one Skill

Multiple AI models critique a spec/PRD until consensus. GPT, Gemini, Grok each find different weaknesses. Iterates until all models agree the spec is solid. Use for critical project specifications.

racecraft-lab Bundle

Collaboratively create or update a lean PRD, its 1:1 technical-roadmap SPEC catalog, and a roadmap-MOC home note. Use when an active user asks to write a PRD, create a product requirements document, turn an idea or brief into a PRD and roadmap, plan a product, or invokes /speckit-pro:speckit-prd. Read-only workflow status and next-spec recommendations belong to /speckit-pro:speckit-status. Roadmap-only decomposition or dependency planning from an existing PRD, without creating or updating the PRD, belongs to /speckit-pro:speckit-coach. Ask one grounded decision at a time, then hand off the resulting roadmap to /speckit-pro:speckit-scaffold-spec. Not for per-spec scoping, worktree preparation, or general SDD coaching.

racecraft-lab Bundle

Coach developers through Spec-Driven Development and SpecKit Pro. Use for SDD methodology, SpecKit command and gate guidance, technical-roadmap and workflow design, roadmap-MOC guidance, checklist selection, SpecKit project repair, or SpecKit preset and extension discovery and configuration. Not for running autopilot, conducting grill-me, or unrelated coding (including MCP tool implementation).

racecraft-lab Skill

Use when the user wants to read SpecKit project status, see the full roadmap dashboard, check which specs are complete, in-progress, blocked, or ready to start, see phase-level progress for active specs, find which active worktrees exist and what spec each belongs to, check the status or current phase of a specific SPEC-ID, identify what is blocking a spec and why, get a recommendation for the next spec to implement, or summarize overall project health and next steps. Triggers on: show roadmap, project status, active workflows, blockers, dashboard, all specs, phases complete, next phase, list worktrees, which spec should I start, what is next, SpecKit progress, project health, check SPEC-XXX, is SPEC-XXX done, is SPEC-XXX blocked. Read-only: never creates files, branches, or worktrees. Do NOT use to set up or scaffold a spec (use speckit-scaffold-spec), execute a workflow autonomously (use speckit-autopilot), fix PR review comments (use speckit-resolve-pr), or ask about SDD methodology (use speckit-coach).

racecraft-lab Skill

Build or refresh the repository's ubiquitous-language terms document, a committed Markdown table of domain terms (term, meaning here, identifiers) that humans and agents read before designing. Use when the user asks to define domain terms, create or update a glossary or ubiquitous language, pin what a term means in this codebase, reconcile names between the spec and the code, or invokes /speckit-pro:ubiquitous-language. Also runs the advisory identifier lint on a diff. Not for scoping interviews, PRD authoring, or general SDD coaching.

racecraft-lab Skill

Use this skill when the user wants to set up, scaffold, bootstrap, prep, initialize, or prepare a SPEC-ID from the technical roadmap for autonomous execution. Triggers on: set up SPEC-XXX, scaffold SPEC-XXX, bootstrap SPEC-XXX for development, prep SPEC-XXX, initialize the workspace for SPEC-XXX, prepare SPEC-XXX for the autonomous run, create a spec branch and workflow for SPEC-XXX, generate the workflow file for SPEC-XXX, I need a workflow file generated for SPEC-XXX, fill the prompts from the roadmap, pre-fill the workflow template, start working on SPEC-XXX, populate the workflow file for SPEC-XXX. Opens with a blind-spot pass, creates the git worktree, spec branch, Design Concept doc, and populated workflow file, then hands off to planning. Strictly interactive — requires a human to answer the grill-me questions. Not for checking roadmap status (use /speckit-pro:speckit-status), running a populated workflow (use /speckit-pro:speckit-autopilot), or SDD coaching (use /speckit-pro:speckit-coach).

brainally Skill

Create a modern, AI-era PRD for features and initiatives. Guides through clarifying questions, generates draft, and offers multi-agent review.

brainally Skill

Generate stakeholder status updates. Creates clear, concise progress reports for different audiences.

brainally Skill

Create JTBD-based interview guides for user research. Structured questions for discovery interviews.