Product & Planning

darknoah Bundle

Aime Chat usage and configuration docs with ready-to-run local API scripts. Use when the user asks how Aime Chat features are configured, especially assistant personalities, SOUL.md files, local voices, available model discovery, available Agent discovery, available tool discovery, skill import/management, PTC (Programmatic Tool Calling) in CodeExecution, sending text and images to an idle thread and waiting for its final reply, or listing/reading/searching chat history threads. Includes Python scripts under scripts/ for calling the Aime Chat local API (list models, Agents, tools, preview and import skills, create threads, send thread messages, list running threads, list projects, list/read/search chat history).

giuice Bundle

Turn a SPEC, PRD, or any stated goal into a high-level executable PLAN of outcome-shaped tasks, and regenerate that plan when execution reveals it is wrong. Use this skill whenever the user asks to plan, break down, decompose, sequence, or roadmap work from a spec/requirements document or a goal, and whenever an executor's replan gate fires because a task's postcondition failed, expected state does not exist, a planned task is impossible, or new information invalidates a later task. Runs in two modes, initial planning and replanning, and always produces the same PLAN.md format.

giuice Bundle

Create a complete SPEC from scratch through an exhaustive requirements interview before any planning or implementation. Use this skill whenever the user asks to create, define, clarify, scope, or write a spec/SPEC/PRD/requirements document from an idea, especially when they want to avoid assumptions, start at "step zero," or prepare input for later planning workflows. This skill must question goals, requirements, constraints, edge cases, business rules, and acceptance criteria before drafting the final spec.

sichenai Skill

新对话上下文交接指令生成器（v2.0，支持跨体模式）。当用户因上下文过长/想新开对话继续某个长项目、问"新开对话怎么写 Prompt""启动指令怎么写""怎么把上下文交接给新会话"时说；也用于把工作交接给另一个智能体（跨智能体/跨体交接，如 WorkBuddy ↔ Zcode/Claude Code/Codex）。触发词包括：新开对话、新对话、上下文太长、启动指令、handoff、交接上下文、怎么写prompt给新会话、跨智能体、跨体交接、转给 Zcode、让另一个智能体接手。触发后，AI 自动扫描当前项目的关键文档（框架/PRD/设计稿/约束文件），抽取真源文件指针、隐性规则（已否决清单/口头约定/失真点）、跨文件同步规则、速查表，生成一份可直接粘贴进新对话首条消息的"启动指令" Markdown（指针式，不复制真源内容），让新会话无需复述历史对话即可承接工作；跨体模式下额外生成环境差异声明、能力边界、回交接协议与闭环钩子。基于 2026-08-27 WorkBuddy↔Zcode POC 实测验证。

skenetechnologies Skill

Generate prioritized growth loops with implementation roadmaps based on codebase analysis. Use when the user says "plan", "growth loops", "prioritize", "what should I build", or "roadmap".

sohaibdevv Bundle

Manage the task backlog — add, review, complete, and measure tasks against the 12 Favorite Problems. Run /tasks to see current status.

soia-team Bundle

起草互联网通用 PRD、产品需求文档与用户故事；适用于一句话需求补全、功能范围和验收标准梳理。

spf13 Bundle

Review design specification documents for Go programs before implementation begins. Use this skill when a user has a Go spec, design doc, RFC, or PRD to review, wants feedback on a planned feature in a Go codebase, is about to start implementing from a spec, or asks "is this spec ready?" or "review this before I build it". Applies Go philosophy — simplicity, composition, explicit errors, context propagation — plus Cobra/Viper CLI conventions where applicable.

spm1001 Bundle

Orchestrates all skill development — required before writing or editing any SKILL.md file. Unified 6-step workflow with automated validation, CSO scoring, register checks, and subagent testing. Triggers on 'create skill', 'new skill', 'validate skill', 'check skill quality', 'improve skill discovery', 'check this skill', 'write SKILL.md', 'edit SKILL.md', 'update skill description', 'can I share this', 'scan for sharing'. (user)

sunnypatneedi Skill

Roadmap triage across the 4N1D framework (NOW/NEXT/NOT-YET/NEVER/DONE in docs/roadmap/). Scans session for completed work, killed ideas, new discoveries, fired triggers, and stale items. Recommends additions, promotions, demotions, and archiving across all five files. Checks anti-patterns (NOW >4, no [learn], stale triggers, zombie NOT-YET). Use at session end, after shipping, or on-demand. Triggers on "/4n1d", "update roadmap", "roadmap triage", "what goes in NOW", "promote to NEXT", "session wrap-up", "what did we ship", or any request to review docs/roadmap/ files.

switch-dimension Skill

Molten OS Core — guide brand, positioning, persona, messaging, and voice discovery, then produce `molten-docs/brand/brand.md`. Use for brand guide, brand.md, positioning brief, or product brand strategy. Do not use for visual design systems or `design.md`; use molten-design after brand.md exists.

jsonbored Bundle

Maintenance of the contributor issue pipeline for JSONbored/metagraphed — closing issues that are already done but not marked so, and keeping the contributor-available backlog at its 50-100+ steady-state floor with well-scoped new issues. Runs every ~8h via the scheduled task (raised from daily on 2026-07-15 so the floor is maintained continuously, not caught up once a day). Invoke for "run the issue gardening", "audit open issues for stale/complete ones", "generate new contributor issues", or any recurring/scheduled run of this process. `reference.md` (next to this file) has the exhaustive label/milestone/template detail — read it before doing real work, not just this file. This is the metagraphed-specific instance; JSONbored/gittensory (loopover) has its own separate copy with different conventions — do not cross-apply either repo's specifics to the other without being asked.

lennardzuendorf Bundle

Maintains `.spec/` design docs across two layers: persistent root specs (product, tech, design, plan, lessons, branch docs) kept current with no backlog, and branch-scoped `features/<name>/` folders that merge to root, archive transiently, then delete before the branch merges. Use when scoping a feature, bootstrapping strategy, reviewing architecture, updating a spec, validating consistency, or the user mentions spec, PRD, design doc, tech design, feature spec, or branch doc.

malamalabs Skill

Build project timelines, milestone trackers, and Gantt-style dependency maps for carbon credit projects, covering the validation, monitoring, verification, and issuance cycle. Use whenever the user wants a carbon project timeline, milestone tracker, registry submission schedule, crediting period roadmap, or wants to map dependencies between PDD completion, validation, first monitoring period, and credit issuance. Trigger on "project timeline," "milestone tracker," "when do we submit," "validation timeline," or "crediting period schedule."

malamalabs Skill

Draft stakeholder consultation documentation, community consent records, benefit-sharing structures, and project governance design for carbon credit projects. Use whenever the user wants to document stakeholder engagement, free prior and informed consent (FPIC), grievance mechanisms, local community consultation, or the governance structure for how project decisions get made and benefits distributed among participants. Trigger on "stakeholder consultation," "community consent," "FPIC," "benefit-sharing," "grievance mechanism," or "project governance" in a carbon project context.

marchenko-sales Bundle

Lead qualification and objection handling for B2B sales, on calls and in writing. Sorts a lead into three buckets (ICP / referral to a partner / decline), gives discovery questions for the first contact, and principles for answering objections about price, timing, reliability, 'we already have a vendor' or requests for things you don't do. Skill body is in Russian. Triggers (EN): 'is this our lead?', 'qualify this client', 'what to ask the lead', 'how to answer this objection', 'the client says it is too expensive'. Triggers (RU): «наш ли это лид», «квалифицируй клиента», «что спросить у лида», «как ответить на возражение», «клиент говорит дорого».

plevantem Bundle

Reviews and shapes 0→1 PMF-stage product decisions for AI agent infrastructure and product surface — runtime, orchestration, memory, tools, evals, harness design, and agent reasoning interfaces. Activates when the user is sizing an agent capability, choosing between workflow patterns vs autonomous agents, designing tool/skill schemas, building an eval pipeline from scratch, debating framework adoption, writing a PRD/decision-record, designing the harness (tests/docs/specs/observability) that agents operate within, or critiquing the spec layer of an agent product. Anchored on Anthropic Building Effective Agents + Krieger (research-coupling) / Karina Nguyen (eval-as-Schelling-point) / Lopopolo (harness-as-leverage) / Turley (ship-to-understand) / Cherny (prototype-density) PM thought leadership. Does not handle scale-stage tradeoffs (1→10+ enterprise sales, multi-tenant cost, SLA contracts), final architecture authority on infra primitives (defer to staff/principal engineer), agent-safety/red-team review, or B2

plevantem Skill

Lists all luban-distilled expert agents currently installed in this project. Renders a structured roster grouped by domain family, showing slash command, display name, sub-specialty, stage, and vibes_risk for each. Activates when the user asks "which agents do I have", "list my experts", "show available agents", "what luban agents are loaded", "/agents", or similar discovery queries. Does not activate for general "list skills" queries (that's Claude Code's built-in `/` palette), only for luban-distilled expert personas.

tempoxyz Skill

Use this skill when building applications on Tempo, integrating Tempo into an app, writing or reviewing Tempo code, or answering Tempo developer questions about accounts, wallets, passkeys, stablecoin payments, fee sponsorship, MPP, the Tempo API, indexer queries, stablecoin issuance, the Stablecoin DEX, contract verification, SDKs, or Tempo protocol concepts. For agent wallet setup, service discovery, or paid HTTP requests, use the tempo-wallet skill.

thehotwireclub Bundle

Build Hotwire navigation and content-discovery flows: Turbo Frame pagination, tabbed navigation, lazy loading, faceted filtering/search, cache lifecycle, scroll restoration, and visit/render control. Prefer this skill when the core problem is request/response navigation state and browser history behavior. Use hwc-forms-validation for form validation and inline edit flows, hwc-realtime-streaming for WebSocket/Turbo Stream push updates, hwc-media-content for image/video/audio features, hwc-ux-feedback for generic loading/progress/transition polish, and hwc-stimulus-fundamentals for Stimulus APIs not centered on navigation.

tyrchen Bundle

Implement one phase of ./specs/91-impl-plan.md end-to-end with high quality bars (correctness, elegance, performance), then run an independent code review against the relevant specs and fix every valid finding before declaring done. Use whenever the user says "build phase N", "implement the next phase", "land M0/M1/M2/M3", "follow the impl plan", "ship phase X entirely", "based on @specs/91-impl-plan.md think ultra hard and build phase X", or asks for a phase-shaped slice of the spec set. Trigger even when the user does not say "impl" if they reference an impl plan / roadmap milestone and ask Codex to build it.

tyrchen Bundle

Turn a feature idea or rough requirement into a complete, dependency-ordered spec set under ./specs — PRD, component designs, glossary, security/perf/test cross-cuts, key-decisions log, stakeholder roadmap, and engineer-facing implementation plan — cross-referenced with prior-art memos in ./docs/research and vendored code in ./vendors. Use whenever the user says "write the spec", "design this", "let's plan X", "produce a PRD / impl plan / roadmap", "restructure the specs", "review and re-organise the design", "think ultra hard and split this into phases", or describes a non-trivial system that needs a written design before code. Trigger even when the user does not say "spec" if they ask for phased delivery, milestone exit criteria, or a build-order graph.

naxoc Skill

Work through BACKLOG.md item by item with the user — verify what can be checked against the code, surface duplicates and contradictions, and reorder. Use when the backlog has grown long enough that you no longer trust it.

neur0map Skill

MUST use as the first discovery step for repository and code search -- locating a feature, concept, symbol, component, setting, or keybind; reading a definition; tracing callers or references; mapping a file's structure or the project architecture; or estimating the impact of a change. Runs the prowl-agent CLI to answer these structural questions from a cited index instead of grepping and reading many files; keep grep for exact literal or regex text and glob for filename patterns.

nirholas Bundle

Machine-readable project skill file for Memescope Monday — a community-driven memecoin discovery and voting platform.

no-today Skill

Use when an AI agent enters a workspace and needs to discover which aidev CLIs (dbcli/logcli/jcli/apicli) are usable here, and — when a task targets one of several configured targets — which CLIs apply to that target. `aidev` is a read-only discovery command scoped to the workspace's active scene. Also the shared-setup reference — first-time configuration of `~/.aidev-clis` (config-dir layout, the credentials model, the copy-a-template-and-fill workflow) and config backup/restore.

no-today Skill

Use when an AI agent needs to trigger or watch a Jenkins build, deploy a service, check build status, tail a build log, cancel a build, or discover jobs/parameters — across configured Jenkins instances. Covers the service-centric model, the configurable deploy flow, the JSON envelope, and target-based discovery.

nsairat Bundle

Persona and expertise framework for a Chief Architect with 20+ years of experience spanning AI/ML architecture, cloud architecture (AWS, Azure, GCP), enterprise architecture (TOGAF), and solutions architecture. Certified in TOGAF 10, AWS Solutions Architect Professional, Azure Solutions Architect, GCP Professional Architect, and AI/ML specializations. Use this skill for: enterprise-wide technology strategy, AI/ML platform design, cloud transformation, architecture governance, digital transformation leadership, technology due diligence, M&A technical assessment, board-level technology communication, or multi-domain architectural decisions. Triggers include: chief architect, enterprise architecture, AI architecture, cloud strategy, digital transformation, technology vision, architecture governance, TOGAF, technology roadmap, platform architecture.

nsairat Bundle

Persona and expertise framework for a Chief Product Officer (CPO) with 18+ years of experience building products, web platforms, and startups from zero to scale. Track record includes 3 successful exits, scaling products to millions of users, and building product organizations from scratch. Use this skill for: product strategy, product-market fit, platform product management, startup product development, product organization building, roadmap planning, user research, growth strategy, pricing and monetization, or product leadership coaching. Triggers include: CPO advice, product strategy, product-market fit, startup product, platform product, product roadmap, user research, growth product, product organization, product vision, go-to-market, monetization strategy.

nunit Skill

Use when modifying hot paths in NUnit — constraint evaluation, equality comparison, value formatting, reflection-based dispatch, collection inspection, or anything that runs once per assertion or per test discovery. Covers allocation patterns, reflection caching, and how the team expects performance claims to be backed up.

nvk Bundle

Manage LLM-compiled wikis in Codex: ingest/import, shape/promote Ideas, review portfolios, track inventory/datasets, archive, compile/query/lint/audit, research/plan, manage sessions, private adapters, personal specialists, and outputs. Activates when the user mentions wiki workflows, knowledge-base management, ingestion, collection ingestion, import wiki, collect, catalog, curate, find all, idea, turn idea into project, portfolio, business ideas, projects, inventory, source queue, candidate list, watch list, backlog, dataset, large data, data registry, dataset manifest, compilation, querying, linting, audit, research, librarian, scan quality, article quality, content review, output drift, provenance, archive wiki, archive topic, restore wiki, private adapter, adapter registry, skill-factory, checkpoints, personal specialist, specialist skill, specialist reviewer, expert lens, adapter route, adapter doctor, adapter run, edit an external resource, session capture, capture context, rehydrate, resume from sessio

onatm Bundle

Create and maintain outcome-driven product roadmaps. Use when defining, reviewing, or revising product priorities, strategic themes, Now/Next/Later horizons, roadmap phases, dependencies, or criteria for changing direction.

automattic Skill

Scaffold a VIP Workflows agent plugin. Use when the user wants to create a research agent, a story discovery source, an AI-stage agent, or a combined agent that provides multiple capabilities for VIP Workflows.

buiducnhat Bundle

Collaborative discovery and design framing for ambiguous or high-risk work. Use when requirements are unclear, multiple approaches are possible, or you need to turn an idea into a validated design brief before planning or coding.

mappa-ai Bundle

Turn a PRD into a multi-phase implementation plan using tracer-bullet vertical slices, saved as a local Markdown file in ./plans/. Use when user wants to break down a PRD, create an implementation plan, plan phases from a PRD, or mentions "tracer bullets".

mappa-ai Bundle

Create a detailed PRD from problem exploration, codebase review, and structured interviews with the user. Use when the user wants to create a PRD, product requirements document, or feature spec before implementation.