Product & Planning

chrislacey89 Skill

Primary pipeline step after /shape and before /write-a-prd. Use to verify current docs, versions, repo patterns, and key unknowns before shaping. Invokes /api-design-review when API contract risk is high. Not for underdefined problems or implementation-ready work.

chrislacey89 Bundle

Build a throwaway prototype to flush out a question before committing to it. Routes between three branches — a runnable terminal app for state/business-logic questions (LOGIC), several radically different UI variations toggleable from one route (UI), or a focused spike that gives a binary verdict on whether a technical assumption holds (FEASIBILITY). Use when the user wants to prototype, sanity-check a data model or state machine, mock up a UI, explore design options, verify an `Uncertain` assumption from `/research` before `/write-a-prd`, or says "prototype this", "let me play with it", "try a few designs", "spike this", "can the library actually do X", or "is this feasible".

chrislacey89 Skill

Primary pipeline shaping step after /research and before /prd-to-issues. Use when the problem is understood well enough to turn into a bounded PRD issue. May invoke /design-an-interface or /api-design-review when interface or contract uncertainty remains. Not for discovery, decomposition, or implementation-ready work.

chrislacey89 Bundle

Primary pipeline decomposition step after /write-a-prd. Use when a shaped PRD is ready to become implementation-ready slices with boundary maps and dependency order. Not for unresolved scope, appetite, or solution direction.

chrislacey89 Bundle

Side-route skill for explicit backtracking when an upstream artifact becomes untrustworthy. Use when research, PRD, or slice decomposition has been invalidated by new information and you need to clean up stale artifacts before re-running an earlier pipeline step. Not for forward progress, fresh shaping, or routine bug fixes.

chrislacey89 Skill

Primary planning branch after /shape for major-tranche work that requires multiple independent PRDs. Use to create a GitHub milestone plus sequenced feature issues that will later mature from roadmap bet to research-ready to prd. Not for single-feature shaping, single-PRD big-batch work (which gets a container milestone from /write-a-prd), decomposition of a finished PRD, or implementation-ready work.

chrislacey89 Skill

Invoked helper skill for unresolved module boundaries, usually called from /write-a-prd. Use to compare multiple interface shapes for a module or component when caller ergonomics and surface area are still unclear. Not for API contract review or already-settled designs.

kali-decoder Skill

Midnight P2P networking — Polkadot SDK libp2p, peer discovery (bootstrap, mDNS, Kademlia DHT), transport (TCP/WebSocket/DNS), Noise encryption, Yamux multiplexing, and substream protocols. Use when configuring nodes, debugging connectivity, or explaining how validators exchange blocks and gossip.

jwynia Bundle

Diagnose requirements problems and guide discovery of real needs and constraints

jwynia Skill

Transform vague requirements into concrete decisions by exploring the decision space. Use when high-level asks spawn implicit decisions, when defaults need challenging, or when you need systematic discovery of actual needs vs assumed solutions.

vanman2024 Bundle

Documentation synchronization using Mem0 for tracking relationships between specs, architecture, ADRs, and roadmap

vanman2024 Bundle

Comprehensive tech stack detection, framework identification, dependency analysis, and project.json generation. Use when analyzing project structure, detecting frameworks, identifying dependencies, discovering AI stack components, detecting databases, or when user mentions project detection, tech stack analysis, framework discovery, or project.json generation.

stevesolun Bundle

Synthesize an implementation-ready spec from the current conversation and relevant repository context. Use explicitly when the user wants agreed work captured as a spec or PRD.

managedcode Bundle

Use the open-source free `QuickDup` clone detector for .NET repositories. Use when a repo needs duplicate C# code discovery, structural clone detection, DRY refactoring candidates, or repeatable duplication. USE FOR: the repo wants QuickDup; the team needs repeatable duplicate-code scans for C#; the user asks about DRY cleanup, copy-paste detection, clone detection, or duplicate. DO NOT USE FOR: formatting-only work; repos that intentionally use a different clone detector and do not want overlap. INVOKES: inspect the repository context, edit targeted files, and run relevant build, test, lint, or validation commands when changes are made.

flyfission Skill

Splits scope into a product-first work breakdown that follows the 100% rule, keeps pieces from overlapping, uses outline numbers, and gives every piece a dictionary entry. Use when an epic, feature, or new subsystem needs a clean split into deliverables, or one source of truth before folders or work begin. Do not use for a one-file edit or a backlog item already broken down.

guillemroca Skill

Use when starting a session or selecting a skill for a task. Meta-skill defining five core agent behaviors: assumption surfacing, confusion management, constructive pushback, simplicity enforcement, and scope discipline. Includes the skill discovery flowchart for all 24 Android skills.

barcelosvinicius Bundle

Use when a needed domain/process/infrastructure skill is missing, when an existing skill needs significant refactoring, or when expanding the base kit. Meta-skill: discovery process, mandatory structure (SKILL.md + resources), naming, quality criteria, and delivery checklist.

kimtth Skill

Discover Fabric APIs, OpenAPI specs, item schemas, and best practices using the Fabric MCP Server. Use when exploring available Fabric workloads, looking up API specifications, finding item definition formats, or managing OneLake files programmatically. All MCP tools run locally for reference.

kimtth Bundle

Run KQL queries against Fabric Eventhouse for real-time intelligence and time-series analytics using `az rest` against the Kusto REST API. Covers KQL operators (where, summarize, join, render), Eventhouse schema discovery (.show tables), time-series patterns with bin(), and ingestion monitoring. Use when the user wants to: 1. Run read-only KQL queries against an Eventhouse or KQL Database 2. Discover Eventhouse table schema and metadata 3. Analyse real-time or time-series data with KQL operators 4. Monitor ingestion health and active KQL queries 5. Export KQL results to JSON Triggers: "kql query", "kusto query", "eventhouse query", "kql database", "real-time intelligence", "time-series kql", "query eventhouse", "explore eventhouse", "show tables kql"

libreyolo Skill

Write the PRD (port handoff) for adding a new model to LibreYOLO: the single markdown document an implementing agent executes end to end. Use when someone proposes a model ("should we add X?", "can we port X?", "write a PRD for X", "what would it take to add X"), when triaging a model-request issue, or when building a batch of candidates for the museum tier. Covers the already-in-the-tree check, the license gate, choosing the port source and scaffold, preferring training support when practical, the fixed PRD section template, and saving the result locally under the user's Documents/handoffs directory. Never publish or register the handoff remotely. This is the planning half; the execution half is `libreyolo-port-model`.

mattmireles Skill

Find and validate research papers for Kokoro CoreML's TTS, vocoder, Core ML, Apple Silicon, and on-device deployment work. Use when the user asks for a bounded, source-verified paper set or literature discovery pass; do not use for a general web guide, an implementation plan, or ingesting one named paper.

mattmireles Skill

Ingest one academic paper into Kokoro CoreML's README/Papers as a faithful markdown transcription with provenance and bidirectional links to relevant repository material. Use when the user asks to ingest or import a named paper, provides a PDF, or asks to repair a raw extraction. Do not use for summaries, literature discovery, or a passing citation.

meta-quest Bundle

Provides the complete metavr (Meta VR CLI) reference for Meta Quest and Horizon OS development — installation, device setup, command discovery, MCP server mode, documentation search, app deployment, device testing setup, audio control, screenshots, and performance analysis. Use when the user needs to install metavr, asks what commands are available, needs CLI syntax help, or wants to know what metavr can do.

cxrxhz Skill

Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity, and any LLM / VLM / Diffusion / RL-based contribution.

dafang Bundle

Roadmap 规划。触发：需求大到需要拆 feature，或用户说拆需求/开 roadmap。

dafang Bundle

Roadmap review gate。触发：人审前审 roadmap/items，或用户要求规划审查。

dafang Bundle

Roadmap goal 编排。触发：完整推进大需求、执行整个 roadmap、输出 /goal 指令。

erich3000 Bundle

This skill should be used when the user asks to "create new content", "hugo new", "new post", "new blog post", "write a post", "new page", "create article", "add content", "scaffold content", "use archetype", "create from archetype", "list archetypes", "create page bundle", or wants to create new Hugo content files using archetypes. Provides guidance on Hugo archetype discovery, selection, and content creation via `hugo new`.

nvidia-omniverse Bundle

Deploy and develop against NVIDIA Omniverse Storage APIs on any Kubernetes cluster (MicroK8s, EKS, AKS, GKE, bare metal). Two storage adapters: (1) Example Storage Adapter — Python filesystem reference implementation + Discovery for learning and custom adapter development; (2) S3/Azure Production Storage Adapter — NVIDIA pre-built S3/Azure adapter + Discovery as minimum, expandable with Event Aggregation, Event Consumer, RabbitMQ, Envoy Auth Extension, Storage Navigator, and Contour ingress. Can deploy on the developer's behalf (generating scripts + .env) or guide manual deployment. Custom adapter development covers three APIs: Storage, Notifications, and Permissions. Use when a developer asks about deploying, configuring, validating, troubleshooting, or building any component of the Omniverse Storage APIs stack.

oscarqjh Skill

Lightweight end-of-phase checkpoint. Use after completing a task or feature to update backlog, changelog, commit, and move to the next item. For branch-based workflows with merge/PR, use finishing-a-development-branch instead.

prof-ramos Bundle

Multi-phase vulnerability discovery pipeline for codebases. Orchestrates 8 phases — Recon, Hunt, Validate, Gapfill, Dedup, Trace, Feedback, Report — to find, validate, deduplicate, and trace security vulnerabilities. Use for security audits, vulnerability hunting, attack surface analysis, exploitation risk checks, or identifying injection, auth bypass, SSRF, race conditions, hardcoded secrets in source code. Triggers on: 'find vulnerabilities', 'security audit this repo', 'hunt security bugs', 'analyze attack surface', 'check for SQL injection', 'is this repo secure?', 'can attackers exploit anything?', 'find hardcoded secrets', 'pentest this service'. Does NOT trigger on general bugs, features, refactoring, perf, or docs.

prof-ramos Bundle

Use when you need large-scale autonomous vulnerability discovery. Implements the full closed-loop pipeline: Recon (architecture doc) → Hunt (~50 parallel specialized agents) → Validate (refutation) → Gapfill → Dedup → Trace (reachability) → Feedback (new hunt tasks from confirmed bugs) → Report (standardized OWASP-style output). Powered by James Red Team (GODMODE), kanban-orchestrator, and delegate_task.

rcarmo Bundle

Add or validate SCRIPT_JDOC metadata on skill-shipped and workspace scripts so list_scripts and future script discovery can find them reliably.

gsd-build Skill

Break a plan or milestone brief into independently-grabbable vertical slices (tracer bullets). Produces slices in `M###-ROADMAP.md` by default, or GitHub issues only with explicit user confirmation. Use when asked to "break this into slices", "decompose the plan", "vertical slices", "break into issues", or when a plan is ready but needs task-level decomposition. Prefers many thin slices over few thick ones; marks dependency order explicitly.

gsd-build Skill

Synthesize the current conversation into a milestone brief (PRD). Writes to `M###-CONTEXT.md` by default, or files a GitHub issue only with explicit user confirmation. Use when asked to "turn this into a PRD", "draft a milestone brief", "capture this context", "write it up", or when enough has been discussed to commit the plan to paper. Does not interview — it synthesizes what is already known.

aaddrick Skill

Use when discovering latent themes in a text corpus, performing unsupervised topic extraction, comparing NMF vs LDA results, or needing to find hidden connections across documents. Triggers include topic modeling, theme discovery, TF-IDF vectorization, document clustering, coherence scoring, and cross-topic analysis.