Product & Planning

u9401066 Skill

提交前編排器 + Paper-Aware Pre-Commit Hooks。 LOAD THIS SKILL WHEN: commit、提交、推送、做完了、收工 CAPABILITIES: 記憶同步、文檔更新、Paper 品質把關、Git 操作

u9401066 Skill

更新 ROADMAP.md 狀態。觸發：roadmap、路線、規劃、里程碑。

ramboz Bundle

Lightweight baseline elicitation pass that fills in `docs/product-vision.md` and the five `docs/architecture.md` elicitation slots after `scaffold-init`. Auto-triggers when you say set up project vision, elicit architecture, define what we're building, run the vision wizard, refresh the project pitch, or capture product scope. Defers to any other installed skill whose description identifies it as handling vision elicitation, product discovery, project framing, or product scope capture — if such a skill is present, prefer it over this one (jig's version is a slim baseline). Does not defer to the generic built-in `init` skill. Do not use for: ad-hoc brainstorming with no `docs/product-vision.md` slot to write into; silently overwriting vision content the user has already hand-edited (the re-run protocol's divergence detection handles that — see the Re-run protocol section below); spec authoring (use `/jig:spec-workflow`); seeding ADRs for already-named decisions (use `/jig:adr-workflow new`).

swm8023 Skill

Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

swm8023 Skill

使用 tracer-bullet 垂直切片把 plan、spec 或 PRD 拆分为可在项目 issue tracker 上独立认领的 issue。当用户想把 plan 转换为 issue、创建实施工单或把工作拆分为 issue 时使用。

itechdev-mx Bundle

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics-tracking. For page-level conversion optimization, see page-cro.

itechdev-mx Skill

Backlog triage protocol for AriaCore: audit open issues and PRs, classify each item, infer maintainer ideology from comments, and produce an actionable disposition report. Trigger: Auditing open issues or PRs, triaging the backlog, reviewing contributor submissions as a maintainer, or applying triage to any GitHub repo.

mr-fang-vlsi Bundle

Manage and standardize project conda environment usage as an auxiliary utility skill, including env discovery, package availability checks, explicit env selection, and reproducible `conda run -n ...` integration for scripts and workflows.

rizwanzafaris Bundle

Write and pressure-test a PRD for an AI or agentic system. Use when a product manager is specifying a feature where the implementer is a model, not an engineer - LLM features, agents, copilots, ML-backed decisions - or when reviewing an existing PRD that says "the AI should" anywhere. Turns acceptance criteria into eval sets, makes non-determinism an explicit requirement, and treats guardrails as features with owners. For products under a financial or data regulator, routes to the regulated module and its byte-exact template.

rizwanzafaris Bundle

Write the general-purpose PRD, and the requirements stack around it (one-pager, BRD, PRD, FRD, NFR, business rules, PR FAQ), sized first against the weight ladder in os/WHICH-DOCUMENT.md. Use when a PM needs to write a PRD or any document in that stack for a feature a human engineering team will build, when a draft has a features table with no objective above it or targets nobody agreed to, or when a request for a PRD has nowhere else in this repository to land. Routes away immediately, before drafting continues, when the implementer is a model (to ai-prd) or a financial or data regulator is in scope (to reg-gap-check). Takes discovery evidence and a weight decision; returns the filled document with kill criteria and a clean pass from spec-review.

rizwanzafaris Bundle

Regulated AI PRD: write requirements a model system can actually be held to

rizwanzafaris Bundle

Draft or critique an OKR set so that every key result is an outcome someone could score without asking what the team did. Use when a team is writing OKRs for a period, when a draft needs review before signature, when the key result column has filled with tasks and launches, or when team and company OKRs do not add up. Takes the draft set, or the strategy and last period's scores; returns a critique table with a verdict per line, rewritten key results with baselines and owners, and a cascade check, in the OKR template.

rizwanzafaris Bundle

Turn a signed PRD into epics, user stories, and acceptance criteria that a tester can run and a team can slice into releases. Use when a PRD or one-pager is approved and engineering needs a backlog, when stories in the tracker have no acceptance criteria, when a release plan cannot say which slice ships first, or when a story is too big to estimate. Takes the PRD, the personas, and the FRD where one exists; returns a story map, INVEST-checked stories with IDs, and given/when/then criteria in the acceptance criteria template.

rizwanzafaris Bundle

Regulatory gap analysis for payments and fintech product specs. Use when a PM has a PRD, feature spec, or roadmap item touching money movement, cards, wallets, lending, crypto or customer data, and needs to know what a regulator, scheme, or compliance reviewer will challenge before building. Outputs a severity-ranked gap table with owners and evidence needed. Routes verified regulatory citations through the regulated module and never invents regulator text.

rizwanzafaris Bundle

Build an interview guide from a research question, run the session on a note sheet that keeps facts apart from compliments, and turn each session into an evidence note. Use when a discovery question needs answers from real users, when Gate 1 cites fewer than five conversations, or when a persona or job statement is still marked assumption. Takes the research questions, a segment, and the team's current beliefs; returns the guide, one note sheet and one evidence note per session, and a handoff to feedback synthesis.

rizwanzafaris Bundle

Run a disciplined research pass as a single analyst with one chat model. Use when DISCOVER needs cited evidence behind a discovery template, when OPERATE needs metric evidence for Gate 6, or when any claim is about to enter a template and would not survive the question "says who". Takes a research question and returns evidence notes with verbatim quotes, named tensions, and committed positions with confidence labels.

rizwanzafaris Bundle

Convert a backlog and a strategy statement into a scored, sequenced, defensible roadmap. Use when a PM has a pile of asks (features, integrations, compliance items, tech debt) and needs a prioritized quarter-by-quarter plan that survives an executive review - RICE scoring with domain-aware guidance, launch gates, dependency and risk columns, and a regulatory calendar overlay.

rizwanzafaris Bundle

Stress-test a product strategy with two explicit checks, Rumelt's kernel test and the Playing-to-Win "what would have to be true" test, plus a durability check against the seven powers. Use when a strategy draft needs review before signature, when leadership suspects it is a goals slide, when the roadmap contains bets the strategy cannot explain, or before annual planning copies last year's strategy forward. Takes the strategy document and its evidence links; returns a verdict per check, the conditions that would have to be true with their evidence status, and the rewrites needed, in the product strategy template.

rizwanzafaris Bundle

Turn a pile of raw customer feedback into evidence-weighted themes that land in the discovery templates. Use when a PM has interview transcripts, support tickets, sales-call notes, app reviews, or survey free text and needs themes with counts, contradictions, and a so-what, rather than a word cloud or a quote reel.

rizwanzafaris Bundle

Write the executive or board update as a situation, complication, resolution narrative that puts the decisions needed on the first page, with every number traced to the metrics review. Use when a QBR or board update is due, when a monthly executive review needs a pre-read, when a one-page update must get a decision this week, or when a sponsor asks "where are we" and the honest answer is longer than a sentence. Takes the filled metrics review, the OKR sheet, the decisions needed with their options, the risk register, and the audience; returns the headline, the decisions table, the metrics and risks sections, the next-period slice, and the objection sheet for the presenter.

unknown-333 Skill

Systematically root-cause data pipeline failures and data incidents — job errors, wrong or missing data, duplicates, and freshness misses — by tracing lineage upstream, isolating the failing stage, reconciling against source, and planning a safe fix and backfill. Use when a pipeline fails, numbers look wrong, data is missing or duplicated, a dashboard is stale, or a stakeholder reports a data discrepancy.

estuary Skill

Create a capture for ANY Estuary connector using dynamic schema discovery. Use when the user wants to capture from a source that doesn't have a dedicated skill (e.g., Kafka, Salesforce, HubSpot, Stripe, S3, GCS, Kinesis, or any of the 148+ connectors). Use when user says "capture from <source>", "stream from <source>", "connect <source> to Estuary", or "set up <source> capture" and no connector-specific skill exists.

go-musicfox Bundle

Prepare a reusable, technology-agnostic environment for local tests and QA. Compiles discovery into cross-platform launch scripts, provisions the configured browser provider autonomously, and writes the shared test-env descriptor consumed by UI and integration-test skills.

go-musicfox Bundle

Bring existing tracker issues up to standard without implementing anything — applies missing SDLC labels, clarifies laconic issues (analyzing attached screenshots), posts a read-only implementation-prep analysis, and flags feature issues lacking a covering spec (optionally authoring one with --write-missing-specs). Single issue by id, or a batch (default — last ~25 open, worst-described first). Idempotent and claim-aware. Use for "triage the backlog", "clean up issue 123".

a-novel-kit Skill

Manual triage and board-grooming pass over open GitHub issues in the a-novel / a-novel-kit orgs. Use it when asked to "run triage", "groom the backlog", "prioritise the issues", or prep a planning meeting. It surveys both org "Tasks" boards, drains the `Triage` queue, sets Priority, Size, due dates and Status, and refines Backlog drafts. Trigger it MANUALLY. Pairs with plan-feature, which creates the issues.

a-novel-kit Bundle

Add GitHub-linked AI co-authors to Git commit trailers without inventing provider identities. Use whenever an AI agent that created or materially changed committed content writes, amends, or reviews a commit message. Trust the repository registry for known agents and defer missing-agent discovery to the register-ai-agent skill.

alectivism Skill

Use BEFORE any web search, lookup, or page fetch/scrape to pick the right tool instead of defaulting to one. Routes SEARCH across parallel-search (general default), Exa (semantic / find-similar / discovery), and Perplexity (synthesized cited answers + deep research); routes FETCH across Jina Reader (default, fast/cheap) and Firecrawl (JS-heavy / anti-bot / structured extract / crawl). Defers to linkedin-scrape and reddit-scrape for those platforms. Triggers on "search", "look up", "find out", "research", "scrape", "fetch this page", "get this article".

alterlab-ieu Skill

Invoke when the user needs to plan a development sprint, break down tasks, schedule game work, or organize a sprint with cross-discipline dependencies. Triggers on: "sprint plan", "task breakdown", "development planning", "scheduling", "sprint backlog". Do NOT invoke for scope evaluation (use game-scope-check) or retrospectives (use game-retrospective). Part of the AlterLab GameForge collection.

aws-samples Skill

Containerize legacy applications with production-grade defaults — multi-stage Dockerfile, docker buildx multi-arch (amd64/arm64), Trivy/grype security scanning, Health Check, non-root user, minimal base (distroless/alpine), ECR push automation, and ECS/EKS manifest templates. Use after to-be-architecture is approved and risk-discovery PASSes.

aws-samples Skill

AIDLC 각 phase 종료 시점에 필수 gate 체크리스트를 강제한다. Inception gate는 요구사항·사용자 스토리·워크플로우 계획 서명을, Construction gate는 설계·코드·테스트 전수 통과와 risk-discovery PASS를, Operations gate는 continuous-eval 24시간 green과 cost-governance budget OK를 요구한다. 미통과 시 `.omao/state/gates/<phase>.json`에 blocked 상태를 기록하고 다음 phase 진입을 차단한다.

aws-samples Bundle

Construction 단계 실행 직전, Inception 아티팩트와 설계 문서를 교차 분석하여 12개 카테고리 기반 위험 체크포인트를 탐지한다. 비즈니스 연속성·보안·외부 통합·데이터 일관성·비용·성능·규제·가용성·장애 전파 반경·운영 복잡도·의존성 취약점·롤백 가능성을 각각 PASS/WARN/BLOCK으로 판정하고 BLOCK 항목은 다음 phase 진입을 차단한다.

aylee Bundle

Write or revise a decision-complete product specification. Use when the user asks to define the behavior, requirements, state, failure modes, or acceptance criteria for a feature or workflow; use brief for stakeholder framing rather than implementation-ready detail.

aylee Bundle

Write or revise a concise project brief or one-pager. Use when the user asks for stakeholder alignment, a proposal, a one-page brief, or an edit to an existing brief artifact.

greenpau Bundle

Implement or diagnose repo-local skill discovery from .codex/skills; skill invocation and isolation; prompt listing; and output-style discovery and prompt transformation. Use when skills are missing, unexpectedly unavailable, malformed, or rooted incorrectly, or when implementing reusable instruction packages or user-selected response styles.

greenpau Bundle

Implement user-invoked command discovery and execution together with prompt normalization, slash parsing, skill argument expansion, attachments, pasted content, hooks, and queued input priorities. Use when porting slash commands, input submission, command palettes, plugin or skill commands, remote-safe routing, or mid-turn user messages.

herchila Skill

Decides what to build next when you have too many ideas and not enough time. Use when you're overwhelmed by your backlog, unsure whether to fix bugs or ship features, need to plan a sprint, want to cut scope ruthlessly, or are about to start a new week without a clear plan. Triggers on: "what should I work on?", "help me prioritize", "plan my sprint", "what's most important?", "I have too many things to do", "should I build X or Y?", "what's the highest leverage thing?"