Product & Planning

aaronartistzhang-afk Bundle

Use when the user has to decide which of several candidate changes are worth doing, or when this session is about to propose two or more optional changes and needs the user to pick scope, cost, or priority. Decision triage / cost-benefit / backlog prioritization: force every candidate into a fixed table whose first column is the concrete harm of NOT doing it. 触发词：「不修会怎样」「做的必要性是什么」「值不值得做」「列举 backlog 每项必要性/风险」「这几个决策点我无法决策」“先别送了，你先说明一下你今天都在改什么”“这些候选改动哪个先做”。English triggers: “is this worth doing”, “what breaks if we don't”, “necessity of this change”, “triage my backlog”, “help me decide scope/priority”. 不适用：审对不对（use a review gate）、单个明显必修的 bug（直接修）、纯排序没问代价（“哪个先做”无候选上下文）。

aaronartistzhang-afk Bundle

跨模型只读审查门禁 —— 用 codex（GPT-5.6 Sol, xhigh reasoning）在只读沙箱里审查方案 / diff / SQL / 对外数字，提取 GO/NO-GO 裁决并循环到收敛，以及编排「老规矩」全流程 （Fable 出 plan → plan 门禁 → Opus 子代理落地 → diff 门禁 → 测试）。 当用户说「老规矩」「让 codex review 一下」「上集群前记得审查这个 SQL」「这些数字对外前复算一下」 「跑一遍门禁」「/codex-review-gate」，或在方案完成 / 实现完成 / SQL 上集群前 / 结论数字进对外文档前 需要一道独立审查关卡时使用。 不适用于：产出 PRD（用 debate）、通用代码评审纪律（用 requesting/receiving-code-review）。

aaronartistzhang-afk Bundle

Use when 处理飞书文档（docx）里的未解决评论，尤其是"只看今天的评论"「拉今天的评论逐条改」 「跑一轮评论迭代」「把 PRD 评论闭环」「回复并解决文档评论」这类需求。覆盖 PRD 迭代线 （改完 resolve）与数据报告线（只回复不 resolve）两套相反规矩。飞书评论 API 无服务端 时间过滤，本 skill 负责客户端按 create_time 过滤 + 归类 + propose-first 落改 + 逐条回复。 触发词：「文档评论」「拉未解决评论」「只看今天的评论」「评论迭代」「resolve 评论」 「lark-comment-loop」。

agent-rig Skill

Turn a written spec or PRD into a reviewed backlog. Reads a spec file, decomposes it into work — deciding per chunk whether it's an epic (interleaved, shared integration branch), a sprint (independent tickets), or a single ticket — shows the plan for approval, then materializes the tickets on the tracker + board with dependencies and shape labels. Does NOT start work: execution is handed to rig-epic / rig-task / rig-sprint. Triggers on: 'plan', 'rig-plan', 'break down the spec', 'turn this spec into tickets', 'backlog from spec', 'plan the work', 'decompose the PRD', 'plan from SPEC.md'.

younesbenallal Bundle

Analyze SEO competitors and turn SERP, sitemap, and optional provider evidence into strategy. Use when the user wants competitor discovery, a competitor profile, a site comparison, content or keyword gaps, or monitoring over time.

catwillgh Skill

Challenge consequential decisions and completion claims against evidence before they are accepted. Use proactively when the cost of a wrong decision is material, a proposal depends on uncertain assumptions, evidence conflicts, or a substantial result is about to be declared ready; also use when a decision challenge, adversarial review, or readiness check is requested. Do not use for routine choices, ordinary implementation checks, or broad defect discovery.

closetheloops Skill

Stage 1 of the Forge — turn a raw idea into a capped one-page plan through a drafted interview. Who + problem first, then job story, riskiest assumption, walking skeleton, appetite cut, premortem. Writes .forge/plan.md and seeds the backlog.

nt-ninjatrader Bundle

Symbol discovery, front-month resolution, rollover-imminence classification, and product-family awareness (full ↔ micro pairs like ES/MES) for futures contracts. Resolves bare product codes like "ES" or "NQ" to the actual tradeable front-month contract (e.g., ESU6) by open-interest rank across maturities. Classifies rollover status as not_imminent / approaching / imminent / rolled, with calendar-spread candidate flag when both legs are liquid. Use when the user asks "what symbol", "which contract to trade", "front month", "roll" or "rollover", "micro" or "full", or "calendar spread". Also use when the user gives a bare product code (ES, NQ, YM, CL, GC, etc.) without a maturity. Also handles product-family metadata via search_contracts includeFamilySiblings flag.

ahoo-wang Bundle

Generate type-safe Fetcher clients from OpenAPI 3.x documents with the `fetcher-generator` CLI or `CodeGenerator`, including models, plain API clients, and Wow CQRS clients. Use for generator configuration, output structure, or aggregate discovery rules.

aitit-inc Skill

This skill should be used when the user asks to "analyze results", "improve strategy", "run PDCA", "evaluate effectiveness", "check response rates", or to evaluate and improve sales performance. Reports metrics, applies targeting + discovery-portfolio updates.

angad-kandhari Skill

Spec-driven feature work. Load when the task involves a PRD, design doc, or solution architecture. Covers finding the spec, extracting problem/persona/success/non-goals, reconciling with architecture, persona-checking the implementation, and keeping the PRD honest when reality diverges.

arogyareddy Skill

Agent-only reference for persistent secondmate setup and retirement. Use when creating, seeding, validating, launching, recovering, handing backlog to, pushing inherited config into, or retiring a secondmate home, or when editing data/secondmates.md. Covers home leases, transactional seeding, project clone restrictions, secondmate harness pins, inherited config push, idle charter, handoff helper, and teardown safety.

equinor Bundle

Batch-processes Dependabot PRs in Fusion Framework: list, confirm, checkout, rebase, review, changeset, validate, comment, and merge high-confidence updates. USE FOR: process all Dependabot PRs, clear dependency backlog, batch-merge safe dependency updates. DO NOT USE FOR: feature PRs, non-Dependabot PRs, single-PR deep review, or updates needing manual code changes.

exiao Skill

Pressure-test or write a real strategy using Richard Rumelt's Good Strategy/Bad Strategy kernel (diagnosis, guiding policy, coherent action) and detect the four tells of bad strategy (fluff, failure to face the challenge, goals-mistaken-for-strategy, mush). Use when someone asks for a strategy, a strategic plan, an OKR/vision review, 'what's our strategy for X', when a plan reads like a wish list, or when reviewing a deck/doc that claims to be strategy but might just be goals. Also use to turn a vague ambition into a concrete strategy with a real edge.

geoffsdesk Skill

Inventory an Amazon EKS estate end-to-end. Enumerates clusters, node groups, workloads, addons, IAM (IRSA), networking (ALBs, NLBs, security groups), storage (PVs, EBS, EFS), data dependencies (RDS, ElastiCache), and observability config. Use when starting an EKS-to-GKE migration, when "we need to know what's actually in this account", when producing a pre-migration inventory, or when the user says "audit our EKS environment". Outputs a structured inventory.json plus a human-readable summary.

geoffsdesk Skill

Score an EKS estate's readiness for migration to GKE and produce a graded readiness report with named blockers, risk ratings per workload, a phased migration plan, and a costed effort estimate. Consumes the inventory.json produced by eks-discovery. Use after discovery to answer "is this ready to migrate?", "what will it take?", "what blocks us?", "what's our migration plan?".

geoffsdesk Skill

Run an end-to-end EKS to GKE migration program. Coordinates discovery, design, translation, cutover, and post-migration ops by sequencing the other Portage skills. Use when the user asks to "migrate from EKS to GKE", "plan an EKS→GKE migration", "replace our PSO engagement", or any holistic move of a Kubernetes estate from AWS to Google Cloud. Do NOT use for single-skill tasks (e.g., "translate this Helm chart") — call the specific skill directly.

lintendo Bundle

Use when an annotated prototype URL exposes PRD, directory, annotation, or source context that an AI Agent needs for review, implementation planning, production work, source handoff, or optional review-report submission.

lintendo Bundle

Use when 需要在中国、海外或跨市场场景中开展客户研究、用户研究、VOC、ICP、JTBD、Persona、竞品口碑、购买或流失原因分析，或从访谈、问卷、工单、社区与评论中为需求分析和 PRD 建立客户证据。

melvynx Bundle

Audit installed skills for observed usage, explicit-only invocation controls, duplicate discovery, and global-versus-project scope. Use only when the user explicitly invokes `$audit-skills`.

melvynx Bundle

Create, edit, audit, or prune Claude, Codex, and Cursor skills/rules. Use for SKILL.md, .cursor/rules, AGENTS.md, frontmatter, references, scripts, and skill discovery.

nanoagentteam Skill

Academic venue paper discovery — activate when you need to find papers accepted at specific conferences or journals (ACL, EMNLP, NeurIPS, ICML, ICLR, MLSys, etc.), analyze venue acceptance preferences, or look up CFP requirements.

factorialco Bundle

Iterative, confirmation-driven workflow for building Factorial Code processes and modules end to end — plan-and-confirm, discovery scripts, incremental implementation validated with the run_code MCP tool, exposing processes as MCP tools, plus security and error-handling practices. Use when asked to build, automate, or integrate something on Factorial Code (fcode) and you need the recommended working method.

felipecabargas Skill

Score and rank a list of features or initiatives using RICE by default. Scans existing strategy and OKRs to ground Impact scores in what the team is actually optimizing for. Use when deciding what to build next, preparing for planning, or presenting a ranked backlog to stakeholders. Accepts a pasted list, FR filenames, or a mix of both. Supports RICE (default), Agentic RICE (for AI-delegated work), ICE, and MoSCoW as alternative frameworks.

felipecabargas Skill

Generate well-structured OKRs from a product strategy. Derives Objectives and Key Results from strategy pillars, challenges vague KRs, distinguishes outputs from outcomes, and links each OKR back to the strategy pillar it serves. Trigger on: "write our OKRs", "help me set OKRs for this quarter", "turn this strategy into OKRs", "what should our key results be", "draft Q[N] OKRs", or after completing write-product-strategy.

felipecabargas Skill

Create a horizon-based product roadmap from strategy and OKRs. Organises work into Now/Next/Later themes derived from strategy pillars, marks items as committed vs. directional, and avoids fake precision (no hard dates unless explicitly provided). Trigger on: "write a roadmap", "create our ROADMAP.md", "help me plan the next few quarters", "what should we build and when", "turn this strategy into a roadmap", "build a Now/Next/Later plan", or after write-okrs.

felipecabargas Skill

Write a concise, data-led PM status update for leadership. Leads with a clear status signal (on track / at risk / blocked), surfaces concrete impact with numbers, shows OKR progress, flags decisions needed, and fits on one page. Trigger on: "write a stakeholder update", "draft my weekly PM update", "write a status update for leadership", "what should I tell leadership this week", "write my monthly PM report", or after a sprint-review session.

fishzjp Bundle

Write manual test cases (markmap) from docs, bugs or code — code-first: review code for bugs first; extracts machine-readable schema. Not for: requirement-analysis / test-strategy / test-case-review / automation. 从 PRD/API 文档、Bug 或代码写手动用例（markmap）——代码优先：先查代码找 bug 再写，抽 Schema。不用于：需求建模、策略、评审、自动化。

fishzjp Skill

Model a requirement/system: extract goals, scope, roles, rules, exceptions, dependencies from PRD, docs, bugs, code; outputs a structured model with clarifications. Not for: writing cases, strategy decisions, the pipeline. 建模需求/系统：从 PRD、文档、Bug、代码提炼目标/范围/角色/规则/异常/依赖。不用于：直接写用例、策略、流水线。

fstln-dev Skill

文档工作流。在以下场景触发： 1. 用户说 "创建 PRD"、"写技术方案"、"写测试方案" 2. 用户说 "提交评审"、"发布文档" 3. 用户说 "检查文档"、"更新文档状态" 4. 用户提到文档类型关键词（PRD、技术方案、测试用例等） 支持文档创建、评审、状态流转、模版应用。

huangruiteng Bundle

Use when LoopX must manage a multi-PR or multi-MR delivery program across one or more repositories: inventory current change requests, reconcile new/merged/closed or retargeted work, preserve requirement and dependency priorities, maintain a roadmap document, or monitor material lifecycle/check/review changes over time. Use provider-neutral snapshots and one grouped continuous monitor; do not use for deep per-PR code review, approval, commenting, or merge actions.

hussainweb Bundle

Merge open Dependabot pull requests in a GitHub repository using the `gh` CLI, filtered by semver bump type and CI status. Use this skill whenever the user explicitly asks to merge, clear, batch, or clean up Dependabot PRs — "merge all dependabot PRs", "clear the dependabot backlog", "merge the dependency bumps", "land the safe dependabot updates" — or invokes it as a slash command. Defaults to minor and patch bumps whose checks are all green, merged with rebase and branch deletion, and honours overrides such as including majors, merging despite failing checks, squash/merge-commit, or keeping branches. For every major bump it holds back, it reads the release notes and the project's own code to explain how safe that upgrade would be for this particular repository. Not for reviewing or merging human-authored PRs.

i9wa4 Bundle

USE FOR: Non-code working artifacts: local markdown task trackers, plans, research notes, review packets, drafts, scratch outputs, supplied artifact paths, work-start/resume discovery and reuse, canonical-vs-multiple artifact decisions, cwd-independent mkmd invocation, and human-facing Secret-Gist delivery. DO NOT USE FOR: code/config changes, planning semantics, public publication without approval, cross-machine agent memory, or claude.ai's `/artifacts` feature (see `artifact-design`).

jangviktor-web Bundle

基于东方财富数据库，按明确公司、板块、事件或政策检索最新公告、研报、财经新闻和交易所动态，适用于资讯查找、事件跟踪、公告精读与舆情监控。用户要发现“今日市场热点、热门股票、活跃赛道”等市场级热点时不要使用，改用 stock-market-hotspot-discovery。Natural language search for targeted financial news, announcements, research and policies; not for broad market hotspot discovery.

joacod Bundle

Turn a finished brainstorm into a durable product specification in the current repository: desired end state, research catalog, architecture with confidence labels, the full version roadmap, near-term implementation tasks, and an agent handoff. Use when the user wants to spec a project or experiment before coding, prepare pre-v0 docs, create an implementation roadmap from a brainstorm, document a project so another agent can implement it incrementally, finish brainstorming and write the docs, or make the project plan and V0 tasks. Also use after a version, task, or experiment lands to update STATUS, learnings, the roadmap, and the next near-term tasks from what was learned. Also use when exploration has clearly ended and the next step is organizing everything needed before implementation. Do not use for ordinary planning questions, small coding tasks, starting implementation, writing the main README, or general Markdown cleanup. Write or update docs/project-slug/ and stop before building.

joacod Bundle

Evaluate and pressure-test open-source project ideas for real utility, adoption, portfolio credibility, community impact, career leverage, ecosystem influence, maintainability, and future opportunities. Use when deciding whether to build, launch, continue, reposition, park, or drop an open-source library, developer tool, self-hosted product, protocol, framework, or public technical project; comparing project ideas; defining success beyond revenue; or interpreting stars, downloads, contributors, production users, case studies, and inbound opportunities. Return a compact evidence-based decision card, not generic encouragement or a full implementation roadmap.