Product & Planning

winbigfox Bundle

Use this skill to analyze how a Laravel application is actually written and record its conventions as shared rules. Trigger when the user wants to detect, infer, document, or standardize project conventions or coding style, set up or grow `.ai/rules`, resolve mixed or conflicting patterns (e.g. "are we using Form Requests or inline validation?"), or onboard agents and teammates to "how we do things here". Covers: a systematic sweep of ~49 Laravel convention dimensions (validation, models, architecture, testing, frontend, database, console), open-ended house-pattern discovery, conflict reporting, and recording rules scoped to the right paths via the Boost `record-rule` MCP tool. Only run this skill when the user explicitly asks for it; never start a sweep as part of another task. Do not use for one-off code review, enforcing formatting a linter already handles, or editing `.ai/rules` files by hand.

plausibleba Skill

Use this skill whenever a business analyst, architect, or project team needs to produce a Capability Map — even if they don't use that exact term. Trigger on phrases like: "map out what the business does", "identify our capabilities", "build a capability model", "what capabilities do we need for this initiative", "capability assessment", "business capability map", "organisational abilities", or when someone uploads a project charter, discovery transcript, existing Excel capability model, or industry reference model and asks for structured analysis. Also trigger when someone wants to prepare for a VCC (Value Cognition Canvas) session or asks what capabilities a value stream requires. The skill handles any input format — raw transcripts, structured documents, Excel files, or verbal descriptions.

fantasymax Bundle

CRITICAL: If user says "design/make a skill for X" / "我想做一个 XX 的 skill" / "帮我做个 AI 写 XX 的 skill" — DO NOT write it yourself, USE THIS SKILL to interview them first. That IS the purpose. Use for personalized AI config or custom skill via structured self-interview, not copying templates. Two outputs: (A) Principles — CLAUDE.md / AGENTS.md / .cursorrules / system-prompt for Claude Code / Cursor / Codex / OpenCode / Aider etc. (B) Custom skill — design from scratch OR extract recurring task; works whether user has a clear task or needs AI to discover one. Trigger: 我的 principles / 自己的 skill / 个性化 AI / 帮我设计一个 skill / 我想做一个 XX 的 skill / 让 AI 写 XX 的 skill / 把我会的事教给 AI / build my own CLAUDE.md / make a custom skill / design a skill from scratch / build a skill for X / AI that understands me. Do NOT use for customer research, product discovery, market research.

tarard Bundle

Use when turning a confusing simulation or controller experiment result into a precise prompt, plan, or next diagnostic step. Especially relevant when comparing variants, questioning why performance changed, inferring mechanisms from logs, building fair baselines, or preserving evidence boundaries around completion, backlog, action timing, trigger logic, and metrics.

xindaan Skill

Transformiere explorative Artefakte — Code-Repos, Excel-Dateien, JSON, CSV, SQL — in ein reviewbares, übergabefähiges Spezifikationspaket für formale Software- oder Einführungsprozesse. Verwende diesen Skill immer wenn der Nutzer ein Prototyp-Artefakt (Repo, Excel, Tabelle, Rapid-Prototype, PoC) analysieren, dokumentieren, spezifizieren oder für eine Übergabe vorbereiten möchte. Auch geeignet bei Anfragen wie „schreib mir eine Spec", „mach ein Handover-Paket", „dokumentiere dieses Repo", „extrahiere die fachliche Logik aus dieser Excel", „was tut dieses Artefakt", „bereite das für die Entwicklung vor", „erstelle User Stories aus dem Prototyp", „Review Pack für Stakeholder", oder wenn der Nutzer ein Artefakt für Dritte aufbereiten oder übergeben will. Deckt auch den formalen SDLC-Einstieg ab: „Spezifikation aus dem Prototyp", „SDLC-Übergabepaket", „Abnahmetests generieren", „was muss neu gebaut werden", „Aufwand schätzen für die Produktivumsetzung".

xuepoo Skill

Formulate semantic music search queries, expand genres/moods, and discover music using alx search CLI.

yuki001 Bundle

Write and run FCEUX Lua scripts for NES ROM automation — screenshots, PPU memory dumps, automated input, code execution tracing, and API discovery. Use when the user wants to automate FCEUX, capture ROM data, dump CHR/nametable/palette, trace code execution, or script NES emulation tasks. Triggers on mentions of FCEUX, Lua scripting for NES, ROM analysis automation, ppu.readbyte, memory.registerexec, gui.savescreenshotas, joypad.set.

abel-ai-lab Bundle

Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism read, or life/business investment decision read rather than auth setup or tradable strategy discovery.

abel-ai-lab Bundle

Use when the user asks how to invest, trade, buy or sell, find alpha, find or improve a trading strategy, backtest or stress a signal, screen candidates, optimize Sharpe/return/drawdown, run graph-enriched feature/model/ensemble search, or continue/prepare/debug an Abel strategy-discovery workspace — even if they don't say "Abel" and even when they just ask for "a good strategy for X" or "is there alpha in Y". When no metric target is specified, default to searching for a high-return, reportable strategy with Sharpe above 2 and all required Abel Edge gates passing. Prefer this over ad-hoc hand-designed strategy work.

agtm1199 Bundle

Use when the user wants to "interpret results", "explain the solution", "what does this mean", "translate to business language", "present findings", "sensitivity analysis", "what-if analysis", "how robust is this", "visualize the result", "make a recommendation", or needs to translate a mathematical solution back into real-world meaning, actionable insights, and stakeholder-ready communication. The final skill in the /uber-model → /uber-solve → /uber-interpret trilogy.

maoyuanyang Bundle

Use ONLY when the user explicitly asks to start or initialize a new Greenfield project, or to plan the next wave of features (update the Roadmap, add draft Feature Specs) for an existing project that already has trustworthy documents. Runs understand-first context reading, a focused interview, project documents (README, PRODUCT, ARCHITECTURE, TESTING, and applicable extras), a Feature Roadmap, and draft Feature Specs. MUST NOT be used to implement a feature (project-dev), to take over an undocumented Brownfield repository (project-onboard), or to independently verify the current project state against its documents (project-verify).

maoyuanyang Bundle

Use ONLY when the user explicitly asks to verify, audit, or check the current state of a documented project against its own documents: whether features marked Done in the Roadmap are actually delivered, whether acceptance criteria have executable evidence, whether documented commands, key user flows, and cross-feature behavior work, and whether documents still match reality. Derives the verification scope from the project's documents, runs the declared verification, exercises documented behavior, and reports findings with evidence and recommended next work — without fixing anything. MUST NOT be used to implement or fix anything (project-dev), to create or repair project documents (project-start / project-onboard), or for ordinary Q&A or read-only code explanation.

maoyuanyang Bundle

Use ONLY when the user explicitly requests takeover, inventory, or recovery of an existing Brownfield, legacy, or undocumented repository: understanding the system, verifying it runs, repairing or creating project documents, and recovering a Roadmap and Feature Specs from what actually exists. First entry into an unfamiliar repository alone is not a trigger. MUST NOT be used for ordinary Q&A or read-only review, for starting a new Greenfield project (project-start), for implementing or fixing a feature (project-dev), or for independently verifying a documented project against its documents (project-verify).

nerdbase-by-stark Bundle

Python network device discovery, scanning, and HTTP API management. Covers raw UDP sockets, vendor broadcast protocols (GBL reference), subnet scanning, HTTPS fallback, interface enumeration, and parallel probing. Built from production deployment to 120+ devices.

phantom-in Bundle

Discover evidence-backed open-source contribution opportunities in a cloned repository. Analyses security, performance, and feature opportunities; checks issues, pull requests, discussions, and Git history for duplicates and maintainer intent; scores candidates; and writes discovery documents under contribution-discovery/. Discovery only - never modifies source code, never commits, never opens issues or pull requests. Use when the user asks what to contribute to a repository, wants to find a good first contribution, wants a security/performance/feature review aimed at contributing upstream, or asks whether a repository is worth contributing to.

shantydotcom Skill

Implement or review a NorthstarIQ visual change against approved design authority. Use when the task is about matching an approved reference, correcting visual drift, layout, spacing, typography, sizing, alignment, visual hierarchy, responsive presentation, visual consistency or visual regression — or when deciding whether an implementation matches its reference. Resolves the design-authority manifest before trusting any reference, makes bounded changes, and verifies by rendering. Escalates to context-discovery if fidelity would require changing product behaviour.

shantydotcom Skill

Establish business context, technical reality and the verified gap before a consequential NorthstarIQ change. Use when work introduces or materially alters business behaviour, RevOps policy, lifecycle, routing, territory, SLA, matching, assessment or control logic, calculations, Salesforce architecture or configuration, integrations, governed data semantics, or remediation behaviour — and when a diagnosis needs business intent reconciled against implementation reality. Produces a Context Brief; performs no implementation. Skip it for copy, styling, isolated defects, routine tests and documentation corrections.

cozren Skill

Creates a structured Quick PRD (Product Requirements Document) from user-provided feature or product context. Use this skill whenever the user says "create quick PRD", "write quick PRD", or "quick PRD for X". Trigger even if the user only provides a rough feature idea or pastes some context — always use this skill to generate the PRD rather than winging it.

eunomia-bpf Bundle

Audit bpf-developer-tutorial coverage, research current Linux BPF work and real open-source eBPF projects, maintain the repository tutorial candidate registry, and rank the next lesson by reader value, operational usefulness, eBPF leverage, reproducibility, distinctness, teaching clarity, ecosystem evidence, maturity, and maintenance cost. Use when deciding what eBPF tutorial to write next, checking whether an idea is already covered or practically usable, comparing feature-driven and scenario-driven topics, refreshing the topic roadmap, or asking which candidate has the highest value.

araa47 Bundle

Discover trending GitHub repositories, view repo details and releases, search repos. Find popular new projects by language and time period. Use for any GitHub trending/discovery queries.

arch3rpro Skill

Produce a bounded, cited synthesis across multiple public sources through ArkSpace. Use when the requested outcome is a research report, comparison, landscape, or decision-ready answer rather than source discovery or retrieval of known pages.

arvindrk Skill

Use this skill when you need to research current tech-news sources, curate 6 to 10 Medium-worthy article topics, save the shortlist to shared memory, and send a numbered WhatsApp digest. Trigger on daily research runs, topic-discovery requests, or asks for fresh article ideas from Product Hunt, Hacker News, or Reddit.

akoliteza Bundle

Use when reviewing one specific idea/design doc, researching similar products, and producing a separate technical implementation plan or roadmap.

alpoxdev Bundle

Use this skill when the user asks Claude Code, Codex, Gajae-Code, Cursor, or another MCP-capable agent to install, configure, or drive web browsing through CloakBrowser with Playwright MCP, including automatic missing-setup repair, Node-based setup, cached Chromium executable discovery, MCP server launch/config snippets, and end-to-end browser task execution. Do not use for ordinary stock-browser automation, generic Playwright tests, or unauthorized bot-detection evasion.

andrader Skill

Use when iterating on the jup roadmap, brainstorming new features, or refining existing ideas into specs.

huntsyea Bundle

Applies Jeff Patton's User Story Mapping to help teams build shared understanding, decompose work, and plan releases. Use when creating story maps, mapping user activities, writing user stories, slicing releases, planning walking skeletons, decomposing backlogs, breaking down features, facilitating discovery sessions, identifying MVPs, or when user mentions backbone, user journey mapping, release slicing, or flat backlog problems.

huntsyea Bundle

Applies Teresa Torres's continuous discovery habits to help product teams discover products that create customer and business value. Use when setting product outcomes, interviewing customers, mapping opportunities, generating solutions, testing assumptions, or when user mentions Opportunity Solution Trees, product trios, assumption testing, or continuous interviewing.

ibm Bundle

Use when the user wants to analyse a legacy monolithic application (Java/.NET) and generate discovery artifacts — such as tech stack summaries, architecture overviews, API inventories, data models, dependency maps, and migration readiness reports. Optionally loads the discovery graph into Neo4j for querying by the skills-microservices-architect skill.

ibm Bundle

Use when the user wants to generate detailed microservice design artifacts — OpenAPI specifications, SQL ownership schemas, design documents, and design review guidelines — from architectural artifacts (architecture specifications, microservices catalog, bounded context map, data ownership matrix) produced by the Microservices Architect. Requires a microservices catalog CSV and optionally Neo4j graph evidence and MinIO discovery documents.

ibm Skill

Use when the user wants to decompose a monolithic application into microservices — walks through graph-first evidence retrieval from Neo4j, bounded context identification, service design, data ownership, and generation of a full microservices portfolio (catalog CSV, bounded context map, service architecture specifications, spec review guidelines, data ownership matrix, migration roadmap). Requires a completed app discovery graph in Neo4j and discovery documents in MinIO.

dimitrigilbert Bundle

AI-powered task management CLI for project initialization, PRD parsing, task breakdown, and execution with multi-provider AI support

dimitrigilbert Skill

PRD Manager

disco-trooper Bundle

Scope, sell, run, and package paid audits for manual business process automation. Use when Codex needs to help with discovery, scoping, pricing, stakeholder questions, process maps, audit deliverables, pilot proposals, or negotiation boundaries for automating operational workflows such as invoices, price lists, ERP/SAP handoffs, warehouse/inventory, approvals, spreadsheets, OCR, AI-assisted document handling, or other repetitive administrative processes. Also use when deciding what is free discovery versus paid audit work.

dosco Bundle

Use when adding a new GraphJin database, warehouse, or CQL/NoSQL backend; building a simulator because no live service is available; wiring a dialect, discovery, tests, scripts, README/CONFIG/FEATURES, or website database support surfaces.

drader Bundle

Manuscript drafting, revision, and formatting. 9 modes: full (complete IMRaD draft), outline (detailed outline + evidence map), revision (revised draft + point-by-point response letter), revision-triage (parses reviewer comments into a roadmap), abstract (abstract + keywords), lit-section (literature review section as integrated prose), format (cross-format conversion via pandoc), citation-check (citation consistency and accuracy audit), disclosure (venue-specific AI-assistance disclosure statement). Engage when the user asks to write, draft, revise, format, or polish a manuscript / paper / chapter / report. Triggers: 'write a paper', 'draft this section', 'revise based on reviewer comments', 'convert to LaTeX', 'check citations', 'write an abstract', 'AI disclosure for [venue]', 'literature review section'.

drader Bundle

Peer-review-style manuscript critique. 6 modes: full (5-reviewer report + editorial decision + revision roadmap), quick (brief editor first-impression), methodology (in-depth methodology critique), re-review (verification of revisions), guided (Socratic issue-by-issue dialogue with the author), calibration (FNR/FPR reviewer-accuracy calibration). Engage when the user asks for a review, critique, peer assessment, or wants to evaluate a manuscript for submission readiness. Triggers: 'review my paper', 'peer review this', 'critique my draft', 'is this ready to submit', 'check my methods', 'walk me through issues', 'calibrate this reviewer'.