Product & Planning

rysweet Bundle

Expert backlog manager that prioritizes work using multi-criteria scoring, analyzes dependencies, and recommends optimal next tasks. Activates when managing backlogs, prioritizing work, adding items, or analyzing what to work on next.

rysweet Skill

Expert strategist managing project roadmaps, goals, milestones, and strategic direction. Tracks goal progress, ensures alignment, and provides strategic recommendations. Activates when planning roadmaps, setting goals, tracking milestones, or discussing strategic direction.

nowork-studio Skill

GSC-driven content calendar. Pulls real Search Console data, finds the highest click-potential opportunities (striking-distance queries at positions 5-20, unanswered query intent, related-keyword expansions), and produces a dated, prioritized content calendar — ready to hand to /content-writer. Use when the user asks "plan my content", "what should I write next", "content calendar", "content plan", "content roadmap", "editorial calendar", "what topics will rank", "find quick-win SEO topics", "click-potential analysis", or "schedule my SEO content".

royalmilkteamaster Skill

將已核准的需求與架構整理成完整中文規格，固定寫入 docs/work/功能名稱/spec.md。由 milktea-skills-grill-me 在規格階段調用，或在使用者要求把已確認內容轉成 Spec、PRD 或可拆票規格時使用；不訪談、不新增決策、不拆票。

htkoca Skill

PRD, product requirements, project plan, planning, roadmap, milestone, scope, kickoff, delivery methodology, GitHub issues, where a decision gets documented, source of truth between repo/design tool/GitHub. Use when planning work, cutting milestones, deciding which doc owns what, or setting up delivery process for a new project.

managedcode Bundle

Shape delivery workflow around backlog quality, roles, ceremonies, and engineering feedback. Use when defining how the team plans, tracks work, and turns feedback into durable improvements.

marketer-gq Skill

Generate complete research briefs from a business question or product decision — including methodology recommendation, participant criteria, timeline, and success metrics. Use when a PM or stakeholder brings a question that needs translating into a research plan, or when a researcher needs to write a brief for a new study. Also triggers on research plan, study brief, research proposal, project brief for research, methodology recommendation, or study design. Outputs a complete research brief ready for stakeholder review and approval.

marketer-gq Skill

Pull recent findings, highlights, and insights from one or more Great Question studies and draft a stakeholder readout in your team's preferred format, with supporting quotes from transcripts. Use when summarizing one or more studies for leadership, a stakeholder, or a cross-functional audience. Requires the Great Question MCP integration to be connected.

marketer-gq Skill

Build grounded synthetic users from your research repository — reusable customer profiles derived from clusters of real interview evidence. Every attribute cited to a real session, every gap flagged as a research opportunity. Optionally, an existing profile can then react to a specific artifact (PRD, design, concept, survey question). Use when the user asks to build synthetic users, synthetic personas, create profiles from the repo, generate reusable customer lenses, simulate a user, pressure-test a PRD/design/concept against customer evidence, or run an artifact past the repo before going to real humans. Triggers on phrases like "build synthetic users from the repo", "create profiles I can use to test artifacts", "give me synthetic users for X segment", "act as a synthetic user", "what would our customers say about this PRD", "pressure-test this design".

marketer-gq Skill

Reframe research findings for different stakeholder audiences — PMs, designers, leadership, or cross-functional teams. Use when a researcher has synthesis or findings and needs to present them to different audiences with different framing. Also triggers on research readout, stakeholder presentation, present findings, executive summary of research, PM research summary, or design research handoff. Outputs structured content blocks tailored to the specified audience, ready to paste into slides or documents.

lev-os Skill

[WHAT] UX-first design workflow from problem framing to wireframes [HOW] 7-step agentic pipeline with parallel research and framework-driven analysis [WHEN] Use when starting new features, redesigns, or product discovery requiring structured UX thinking [WHY] Design is late-stage compression - must understand users, jobs, tasks, and structure before drawing rectangles Triggers: "design", "ux", "wireframe", "user flow", "screen", "interface", "prototype"

gavishap Skill

Style rules for outward-facing deliverables — client/team chat messages, status reports, results write-ups, meeting follow-ups. Use whenever drafting an update, delivery message, or report that people outside this chat will read.

martintmk Bundle

Review eligible GitHub/ADO PRs sequentially at a confirmed cadence. Watch target-authored PRs until merge and other PRs only through their first seven days. Use for "monitor and review PRs", "review my PR queue" or recurring reviews, not discovery digests or feedback/fix loops. Installing or editing this skill does not start monitoring.

martintmk Bundle

Find unreviewed open PRs in specified GitHub and Azure DevOps repositories: recent PRs, foundational APIs, infrastructure, or mentions of the user. Send only previously unreported PRs to Teams self-chat. Use for review opportunities, repository monitoring, or recurring review digests; not code review, unanswered-feedback discovery, or acting on feedback.

martintmk Skill

Gate actions on feedback for the single PR an unattended session owns. Handle proven automation and instructions from the same human who created the PR, subject to impact and task authority. Finish independent actionable comments and build problems before batching remaining approval requests. Use before acting on feedback and after authorization. Not for radar discovery or generating review findings.

mothergoose508 Bundle

Generate, compare, and scope feasible AI, CAD, robotics, and ESP32 projects into a finished demonstrable build.

c-kick Skill

Proactive bug-hunting methodology — autonomous codebase reconnaissance to find latent bugs, hidden failure modes, and ticking time bombs BEFORE they detonate in production. Use this skill whenever the user asks to "find bugs", "hunt for issues", "audit this codebase", "what could go wrong", "find what's broken", "stress-test this project", "find landmines", "what will bite me later", or any variation of proactive defect discovery. Also trigger when the user says "scan for problems", "pre-flight check", "what am I missing across the codebase", "find the weak spots", or asks for a proactive quality sweep before a release, merge, or deployment. This is NOT for debugging known errors (use systematic-debugging) or reviewing specific code you're handed (use hostile-review). This is for when there are no known errors yet and you need to go FIND them.

macquarie-astronomical-adaptive-optics Bundle

Decode European Space Agency opportunities across OSIP campaigns and channels, esa-star Publication and Tendering, Discovery, technology programmes, and Business Applications. Use when finding ESA funding or tenders, checking country or prime-contractor eligibility, co-funding, TRL, proposal stages, or feasible roles for an Australian space project.

epistemedeus Bundle

Measure a public agent service's MCP tools/list and OpenAPI discovery burden before any tool call or target payment. Use when an agent platform, MCP server owner, API seller, or agent FinOps workflow needs bounded byte and comparative token estimates, the heaviest tool or operation definitions, missing selection contracts, progressive-discovery repairs, or a verified non-spending purchase intent for SameDayDesk's agent-surface budget audit.

epistemedeus Bundle

Measure whether a public x402 or MPP machine service is found for a brand-blind buyer intent and whether public catalogs carry the caller-expected exact route price. Use for machine-service rank audits, catalog coverage checks, stale-price diagnosis, expected-route verification, competitor discovery, or deciding which service metadata to refine. Do not use this as proof of runtime terms, demand, conversion, reliability, or future rank.

rosslevinsky Bundle

Create a structured project plan document for a task — the current planning suite. Interviews the user to fill gaps, explores the codebase, then produces a master plan.md stamped with the `Format: v2` marker and a `Suite` row, and — when the plan lives under plans/ — registers it in the plans/README.md discovery index. Stays breakdown-unaware (work breakdown is /plan-phase's job) and adds UI-verification success criteria when UI is in scope. Use when the user invokes /plan-init, or says "make a plan", "create a plan", "plan this out", "let's plan before we start".

lz-creator-master Bundle

产品需求风险排查：检查已有PRD中的矛盾、遗漏、优先级冲突、隐含假设和技术问题。 已有产品需求文档评审、风险检查、PRD拆弹时使用；从零构思用需求拆解技能。

lz-creator-master Bundle

一句话需求拆解：把模糊的一句话想法拆成用户场景、功能、优先级与可执行 PRD。 用户要求澄清产品想法、梳理需求或生成PRD时使用；明确要求直接实现且需求充分时，不强插需求访谈。

novoads Bundle

Builds a hand-sculpted stop-motion CLAY ad on the Novoads REST API as a STORYBOARD: five to eight beats, each rendered from its own key frame, a storyteller narration laid into the gaps, a music bed, captions burned on, assembled locally with ffmpeg. Carries the genre's arc (named protagonist, inciting moment, social beat, quiet despair, sculpted clay infographic, discovery, transformation, resolution card), and also recreates a found clay ad by reading the reference video locally with ffmpeg and Whisper. Use for ANY clay or stop-motion ask at ANY length: "claymation ad", "stop-motion ad", "clay ad", "a quick clay ad", "plasticine characters", "make an ad like this clay one", or a reference video with sculpted clay characters in it. There is no one-call tier here, so ffmpeg is required. Not for the smooth 3D animated look (use pixar-ad, which covers every Pixar-style length), talking-head UGC (novoads-api), or a static image ad.

sarveshtalele Bundle

Break a technical plan into an ordered, testable task backlog (tasks.md) with IDs, dependencies, and acceptance checks. Trigger on: break into tasks, create backlog, task decomposition, SDD tasks, generate work items.

sarveshtalele Bundle

Reverse-engineer / discover a codebase. Works in two modes — provide EXACTLY one input: `repo_url` (a github.com URL) clones the repo server-side and runs full static analysis, producing a System Design Document, architecture + dependency overview, and a 100-point quality score; `repo_path` (a local directory the server can read) inventories languages, entry points, and modules and returns spec + architecture scaffolds. The returned object is the authoritative analysis — rely on it and do not supplement with web search or prior memory. Trigger on: reverse engineer, analyse this repo, discovery, inventory a codebase, generate an SDD, explain this repository, modernization discovery.

sarveshtalele Bundle

Generate a target architecture and migration plan from a discovery summary. Produces a migration_plan.md with target topology, ADRs, phased strategy, and risks. Trigger on: target architecture, migration plan, topology, modernization plan.

sarveshtalele Bundle

Convert a specification into a structured, dependency-ordered backlog as tasks.yaml with stories, tasks, estimates, and acceptance checks. Trigger on: decompose tasks, create backlog, convert spec to tasks, planning, work items.

nicolasmelo1 Bundle

Compact bootstrap skill for recall-first Logion discovery, inspection, install, update, and creator-course-management routing without loading the whole marketplace.

k-dense-ai Bundle

Use Therapeutics Data Commons through the PyTDC Python package for registry discovery, approved dataset access, task-aware splits (scaffold, cold-start, temporal, combination), evaluator metrics, benchmark groups, and bounded molecular-oracle workflows. Use this skill to find which TDC datasets exist for a therapeutic task, load them with a split that does not leak, score predictions with the task's own official metric rather than a generic one, and run benchmark groups reproducibly. Also trigger on PyTDC, Therapeutics Data Commons, tdc.single_pred, tdc.multi_pred, ADMET Benchmark Group, scaffold split, get_split, or molecular oracles such as GSK3B, JNK3 and DRD2.

k-dense-ai Bundle

Pythonic wrapper around RDKit with a simplified interface and sensible defaults. Preferred for standard drug discovery work — SMILES/SELFIES/InChI conversion, molecule standardization and sanitization, descriptors, ECFP and other fingerprints, Tanimoto distance matrices, Butina clustering and diverse subset picking, Bemis-Murcko scaffolds and scaffold splits, BRICS/RECAP fragmentation, 3D conformer generation, SDF/CSV/Excel and cloud I/O, and parallel processing via n_jobs. Returns native rdkit.Chem.Mol objects, so it composes with RDKit throughout. Also trigger on datamol, `import datamol as dm`, dm.to_mol, dm.standardize_mol, dm.cluster_mols, or dm.pick_diverse. For advanced control or custom parameters, use the rdkit skill directly.

bybren-llc Bundle

This skill provides personal theme mining exercises for screenwriters. Covers finding compelling themes from life experiences, analyzing what makes favorite films resonate, and developing thematic depth in stories. Use when: starting a new screenplay project, exploring personal themes for story ideas, or developing thematic depth for a story concept.

outfitter-dev Skill

Run a Trails Regrade migration loop with dry-run discovery, occurrence judgment, safe apply, verification, ledger capture, and per-cycle resume.

aqwsde321 Bundle

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".

gurudevvv Bundle

When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions "marketing plan," "growth plan," "GTM plan," "go-to-market plan," "AARRR plan," "90-day marketing plan," "12-month marketing roadmap," "fractional CMO plan," or "fCMO plan." Generates an exhaustive 13-section plan structured by AARRR (Acquisition, Activation, Retention, Referral, Revenue), customized to the client's current budget, team, and stage, mapped to future funding milestones, cross-referenced with the 139-idea marketing-ideas library and an embedded 17-section current-state audit rubric, with a full marketing operations stack showing which skills and MCP/API integrations execute each part. Outputs a Notion-paste-ready markdown document. For positioning and ICP context before planning, see product-marketing. For stage-specific deep work, see onboarding, signup, emails, referrals, pricing.

gavishap Skill

Build and maintain the project's living plan (the Plan/ folder — roadmap, phases, toolbox), and triage every new meeting or video AGAINST that plan. Use when the user says "/roadmap", "build a plan for this project", "plan before we execute", "here's a video — is this worth using?", "does this change our plan?", "/intel", "incorporate this into the plan", "new technique we should consider", "add this tool to the project", or drops a YouTube link asking whether/how it affects the project. The plan-aware answer to "should we use this?" — not just "what does the video say?".