Agent skills for Product & Management

168 agent skills are labelled for Product & Management work. They are listed by code score, out of 100.

All 168

shopify-review-triage github/awesome-copilot
Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support bri…

Verified92A
user-story deanpeters/Product-Manager-Skills
Create user stories with Mike Cohn format and Gherkin acceptance criteria. Use when turning user needs into development-ready work with clear outcomes and testable conditions.

Verified89A
five-whys davila7/claude-code-templates
Use for the 5 Whys, or when the user wants the root cause of a failure: "why did this happen?", "this keeps breaking", "write the postmortem", "find the real cause". Asks why repe…

Verified87A
interview-me addyosmani/agent-skills
Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlyin…

Verified86A
build-evidence-map github/awesome-copilot
Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must preserve supporting, contra…

Verified86A
spec-driven-workflow alirezarezvani/claude-skills
Use when a feature should be specified before coding (acceptance criteria, spec-first, tests from specs). Writes the spec with spec_generator.py, checks it with spec_validator.py…

Verified86A
thinking-method-selector davila7/claude-code-templates
Use when the user describes a problem, decision or stuck situation but names no method: "how should I approach this?", "help me think this through", "we can't decide", "where do I…

Verified84B
positioning-icp tech-leads-club/agent-skills
When the user wants to define their ideal customer profile, position an AI product, build messaging architecture, or validate product-market fit. Also use when the user mentions '…

Verified84B
pre-mortem davila7/claude-code-templates
Use for a pre-mortem, or before committing to a plan, launch or migration: "what could go wrong?", "stress test this plan", "how might this fail?", "risks before we ship". Assumes…

Verified83B
knowledge-ops alirezarezvani/claude-skills
Use when writing, checking or cleaning up SOPs and runbooks. Generates them with sop_generator.py, checks 5W2H completeness and links with runbook_validator.py and ingests an exis…

Verified83B
tlc-spec-driven tech-leads-club/agent-skills
Feature planning and implementation with 4 adaptive phases (Specify, Design, Tasks, Execute). Auto-sizes depth by complexity. Asks every product decision before the spec is approv…

Verified83B
partnerships-architect alirezarezvani/claude-skills
Use when deciding whether to sign a partner, at which tier (referral, reseller, OEM, SI, alliance), with what joint GTM and revshare. Runs partner_tier_classifier.py, revshare_mod…

Verified82B
request-progress thedotmack/claude-mem
Group recent conversations into overall requests, review each one's progress from memory, sort each into one of the owner's focus areas, and write the build story, so My Work show…

Verified81B
planning-and-task-breakdown addyosmani/agent-skills
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you…

Verified81B
devil davila7/claude-code-templates
Reviews a product document (PRD, spec, design brief) BEFORE implementation to surface holes — undefined edge cases, missing states, policy gaps — by attacking what the document is…

81B
product-manager-toolkit alirezarezvani/claude-skills
PM toolkit: RICE prioritization, customer interview synthesis, PRDs and go-to-market. Use whenever the user asks what to build next, to rank features, write a PRD or sum up interv…

Verified81B
tlc-prd tech-leads-club/agent-skills
Interviews an idea into a PRD file covering situation, problem, success, boundary, and journey states, and stops before any technical design. Use when the user says "write the PRD…

Verified81B
spec-driven-development addyosmani/agent-skills
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when drafting a PRD or requirements document with…

Verified80B
pricing-strategist alirezarezvani/claude-skills
Use when choosing or revisiting pricing: seat, usage, value-based, freemium or hybrid, Van Westendorp willingness-to-pay analysis, or Good/Better/Best tiers. Runs pricing_model_pi…

Verified80B
design-kpis XiaomiMiMo/MiMo-Code
Design KPI frameworks, metric definitions, targets, guardrails, and measurement plans for product or business decisions. Use when success metrics, drivers, guardrails, targets, or…

Verified80B
tlc-discover tech-leads-club/agent-skills
Thinks through new or large projects: turns a vague idea into a design doc with a clear product problem and the technical solution. Use when exploring a new project, planning or d…

Verified80B
issue-triage FlorianBruniaux/claude-code-ultimate-guide
3-phase issue backlog management with audit, deep analysis, and validated triage actions. Use when triaging GitHub issues, sorting bug reports, cleaning up stale tickets, or detec…

Verified80B
sdlc-review NousResearch/hermes-agent
Review Kanban handoffs and route verified outcomes.

79B
repo-standardizer github/awesome-copilot
Polish any GitHub repository's surface — labels (emoji rating tiers, P0–P3 priority, impact severity), issue forms, PR template, CI workflows, CODEOWNERS, rulesets, docs. Repo met…

79B
capa-officer alirezarezvani/claude-skills
Use for CAPA work in a medical device QMS: root cause analysis (5-Why, fishbone), corrective action plans, effectiveness checks or CAPA metrics. Tracks CAPAs with capa_tracker.py…

79B
cto-advisor alirezarezvani/claude-skills
CTO decisions: tech debt, architecture direction, scaling the engineering team, technology evaluation, DORA metrics. Use whenever the user asks whether to rewrite, how to grow the…

79B
onboarding-cro alirezarezvani/claude-skills
Use when activation, time-to-value or a first-run experience after signup needs work, before redesigning it. Finds the activation drop-off with activation_funnel_analyzer.py.

79B
process-mapper alirezarezvani/claude-skills
Use when documenting an end-to-end business process (procurement, onboarding, handoffs) and finding where work waits. Maps it with process_documenter.py, measures stages with cycl…

79B
epic-breakdown-advisor deanpeters/Product-Manager-Skills
Break down epics into user stories with Humanizing Work split patterns. Use when a backlog item is too large to estimate, sequence, or deliver safely.

79B
demo tech-leads-club/agent-skills
Record a demo video of a web app feature or flow on a real desktop (Docker, Xvfb, XFCE, real X cursor), producing an mp4 plus a click/hover/scroll/type telemetry file. Takes a flo…

79B
the-jury tech-leads-club/agent-skills
Use when a question, decision, plan, tradeoff, or claim needs a rigorous verdict and one perspective is not enough. Spawns a panel of 3 to 5 subagent jurors that form independent…

79B
story-done Donchitos/Claude-Code-Game-Studios
Closes a finished story: verifies each acceptance criterion, checks for design or ADR deviations and updates its status. Use when the user says a story is done, finished or ready…

78B
product-brainstorming anthropics/knowledge-work-plugins
Brainstorm product ideas, explore problem spaces, and challenge assumptions as a thinking partner. Use when exploring a new opportunity, generating solutions to a product problem,…

78B
create-plan davila7/claude-code-templates
Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

78B
agile-product-owner alirezarezvani/claude-skills
Use for backlog work: writing user stories and acceptance criteria, splitting epics, estimating or prioritizing for a sprint. Generates stories with user_story_generator.py.

78B
code-to-prd alirezarezvani/claude-skills
Use when asked to write a PRD or product spec from an existing codebase (reverse-engineer requirements, document pages, fields, routes and endpoints). Maps the code with codebase_…

78B
confluence-expert alirezarezvani/claude-skills
Use when building or restructuring a Confluence space: page hierarchy, permissions, templates, Jira macros or a content audit. Generates structure with space_structure_generator.p…

78B
business-report genspark-ai/genoffice
Write a business report in Word with a fixed structure (executive summary, background, analysis, recommendations, appendix), sourced numbers and a consistent voice. Use when the u…

78B
replica-entrepreneur Jakeschincariol/replica-skill
Researches the app being cloned and reads what its real users say in public reviews (App Store, Google Play, G2, Capterra, Trustpilot, Reddit, Hacker News, its own feature-request…

78B
game-jam gamedev-skills/awesome-gamedev-agent-skills
Plans and ships a game jam entry against a fixed deadline: reads the jam rules, scopes to the clock, keeps a cut list and checks the build before submitting. Use for Ludum Dare, G…

78B
github-ops affaan-m/ECC
GitHub repository operations, automation, and management. Issue triage, PR management, CI/CD operations, release management, and security monitoring using the gh CLI. Use when the…

77B
story-lifecycle affaan-m/ECC
Manage a file-based epic → story → sprint development loop without requiring an external project management tool. Creates and tracks epics, breaks them into user stories, assigns…

77B
context-driven-development wshobson/agents
Creates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory. Scaffolds new projects from scratch, extracts cont…

77B
startup-financial-modeling wshobson/agents
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups. Use this skill when cr…

77B
scout-issue github/awesome-copilot
Use when a developer wants to find the best GitHub issues to contribute to in a repository. Invoke with /scout-issue or ask to find good first issues, beginner-friendly issues, or…

77B
daily-meeting-update davila7/claude-code-templates
Interactive daily standup/meeting update generator. Use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did I do yesterday', 'prepare for meeting', 'morn…

77B
atlassian-templates alirezarezvani/claude-skills
Use when creating or changing Jira or Confluence templates, blueprints or page layouts for reuse across the org. Scaffolds them with template_scaffolder.py.

77B
product-skills alirezarezvani/claude-skills
Use when a product request needs routing across the product-team skills (prioritization, OKRs, UX research, experiments, discovery, roadmaps), or to run the continuous discovery l…

77B
strategic-alignment alirezarezvani/claude-skills
Use when teams pull in different directions, OKRs don't connect or departments optimize locally. Maps the strategy cascade and finds orphan goals and silos with alignment_checker.…

77B
vpe-advisor alirezarezvani/claude-skills
Use when delivery is slowing, eng hiring is broken, team structure is unclear or you need to decide when to add an eng manager. Runs delivery_throughput_analyzer.py (DORA), eng_hi…

77B
eol-checklist deanpeters/Product-Manager-Skills
Build a phase-gated EOL checklist sized to the sunset, with a named owner on every item. Use when the decision to retire is made and you need the operational plan.

77B
solo-founder-gtm tech-leads-club/agent-skills
When the user is a solo founder building their GTM motion, wants to scale without hiring, or needs to design an AI agent team for go-to-market. Also use when the user mentions 'so…

77B
spec-driven-eval tech-leads-club/agent-skills
Scores how completely an implementation fulfills a PRD/spec, case by case, and produces a single comparable final grade. Invoke only when explicitly named (e.g. run spec-driven-ev…

77B
tlc-spec-lean tech-leads-club/agent-skills
Spec-driven feature work that freezes obligations instead of the plan: one human-reviewed plan with EARS criteria, path, entities, interface and one-way doors, then proof-backed c…

77B
meeting-action-items NousResearch/hermes-agent
Turn meeting notes into cited decisions, owners, tickets.

76B
make-plan thedotmack/claude-mem
Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with…

76B
product-discovery alirezarezvani/claude-skills
Validate product ideas: map assumptions, plan discovery sprints, test problem-solution fit. Use whenever the user asks if an idea is worth building.

76B
press-release deanpeters/Product-Manager-Skills
Write an Amazon-style press release that defines customer value before building. Use when aligning stakeholders on a new product, feature, or strategic bet.

76B
idea-refine addyosmani/agent-skills
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions b…

75B
pr-gardening paperclipai/paperclip
Discover the pull requests this Paperclip instance opened (never community contributions), report what each is for and how confident we are that it is merge-ready, and automatical…

75B
pricing coreyhaines31/marketingskills
When the user wants to set pricing and packaging, or asks what to charge, whether to raise prices, or how to move existing customers: tiers, value metrics, per-seat vs usage, free…

75B
impediment-prioritization github/awesome-copilot
Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization for…

75B
write-spec anthropics/knowledge-work-plugins
Write a feature spec or PRD from a problem statement or feature idea. Use when turning a vague idea or user request into a structured document, scoping a feature with goals and no…

75B
tradeoff-analysis davila7/claude-code-templates
Use for tradeoff analysis, or when the user must pick between concrete options: "A or B?", "which library should we use?", "build vs buy", "compare these approaches". Scores optio…

75B
arquiteto-de-empresa alirezarezvani/claude-skills
Use when a founder wants to document or design a whole company as version-controlled markdown (company as code, a company wiki agents can read, an OKF bundle). Runs a 12-phase int…

75B
capture alirezarezvani/claude-skills
Use whenever the user unloads a messy brain dump of ideas, tasks and plans ('capture this', 'brain dump', a long unstructured paste) and wants it organized. Sorts it with dump_cla…

75B
chief-customer-officer-advisor alirezarezvani/claude-skills
Use for retention strategy, customer segmentation or CS team sizing decisions (GRR vs NRR, churn causes, pooled vs named CSMs). Runs retention_decomposition_analyzer.py, customer_…

75B
chief-of-staff alirezarezvani/claude-skills
Use when a founder question needs routing to the right C-suite advisor, or a cross-functional decision needs a board meeting convened. Loads company context, synthesizes the answe…

75B
experiment-designer alirezarezvani/claude-skills
Plan A/B tests and product experiments: hypotheses, sample size, priority, reading results. Use whenever the user asks if a test won, how long to run it or what to test.

75B
postmortem alirezarezvani/claude-skills
Use after a failed launch, missed quarter or bad hire. Runs a blameless 5-Whys with a change register.

75B
create-plan composio-community/awesome-codex-skills
Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

75B
requirements-writer mvschwarz/openrig
Use when converting PM intake into a slice SPEC.md with observable acceptance outcomes, explicit scope, and advisory sibling build dependencies.

75B
issue-creation Gentleman-Programming/gentle-ai
Trigger: issue creation, bug reports, feature requests, or issue approval. Create and triage GitHub issues from repository evidence.

75B
positioning-statement deanpeters/Product-Manager-Skills
Create a Geoffrey Moore-style positioning statement. Use when clarifying who you serve, what problem you solve, your category, and why you're different from alternatives.

75B
positioning-workshop deanpeters/Product-Manager-Skills
Run a positioning workshop that surfaces target customer, unmet need, category, benefits, and differentiation. Use when your product messaging feels fuzzy, generic, or misaligned.

75B
skill-authoring-workflow deanpeters/Product-Manager-Skills
Turn raw PM content into a compliant, publish-ready skill. Use when creating or updating a repo skill without breaking standards.

75B
ljg-blind lijigang/ljg-skills
盲区扫描——读昨天你与 AI 的全部对话，照出暴露的思维盲区（不是不懂的知识，是让某类真相一直看不见的思维习惯），再从微信读书挑一本书的一章精准补上，落成一篇完整分析笔记。Use when user says '扫盲区', '盲区', '照盲区', '看看我的思维盲区', '我昨天想漏了什么', 'blind spot', 'ljg-blind', '/l…

75B
jira-assistant tech-leads-club/agent-skills
Manage Jira issues via Atlassian MCP — search, create, update, transition status, and handle sprint tasks. Auto-detects workspace configuration. Use when user says "create a Jira…

75B
the-fool tech-leads-club/agent-skills
Use when challenging ideas, plans, decisions, or proposals. Invoke to play devil's advocate, run a pre-mortem, red team, stress test assumptions, audit evidence quality, or find b…

75B
pr-triage FlorianBruniaux/claude-code-ultimate-guide
4-phase PR backlog management with audit, deep code review, validated comments, and optional worktree setup. Use when triaging pull requests, catching up on pending code reviews,…

75B
triage-frontend-issues getsentry/skills
Triage new issues in the Sentry `javascript` project by archiving non-actionable noise. Use when asked to "triage issues", "triage the javascript project", "archive non-actionable…

75B
blueprint affaan-m/ECC
Turn a one-line objective into a step-by-step construction plan for multi-session, multi-agent engineering projects: one-PR-sized steps with self-contained context briefs, depende…

74B
council-multi-model affaan-m/ECC
Add one optional external Codex critique after the existing council has produced a decision draft. Use when an ambiguous, high-consequence decision would benefit from a separate m…

74B
growth-log affaan-m/ECC
Write growth log entries that extract reusable patterns from completed work — root cause, transferable rule, and a recognizable signal — instead of diary-style event narration, wi…

74B
project-artifact anthropics/claude-plugins-official
Generate and publish a project status artifact — an opinionated, tabbed status page for a project too big for one update (overview & success criteria, the workstream sequence, nex…

74B
trade-study-report anthropics/claude-plugins-official
Turns a filled-in trade study matrix and its analysis results into a scored comparison and a decision memo, with every score cited to its source. Runs the sensitivity analysis eve…

74B
linear davila7/claude-code-templates
Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.

74B
onboarding-cro davila7/claude-code-templates
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rat…

74B
planning-with-files davila7/claude-code-templates
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or…

74B
business-operations-skills alirezarezvani/claude-skills
Route internal operations requests to the right BizOps skill: process, vendors, capacity, internal comms, SOPs, procurement. Use whenever the user asks where the bottleneck is or…

74B
capacity-planner alirezarezvani/claude-skills
Size an ops or support team and plan headcount: Erlang C queue models, utilization risk, hiring order. Use whenever the user asks how many agents or staff they need, if the team i…

74B
context-engine alirezarezvani/claude-skills
Use when starting a C-suite advisor session, when company context is missing or older than 90 days, or before company data goes to an external service. Loads and enriches ~/.claud…

74B
pricing-strategy alirezarezvani/claude-skills
Use for SaaS pricing tiers, value metric, packaging, a pricing page or a price increase, before proposing numbers. Models revenue across tier options with pricing_modeler.py.

74B
roadmap-communicator alirezarezvani/claude-skills
Write roadmap narratives, release notes, changelogs, stakeholder updates. Use whenever the user explains plans to execs, engineers or customers.

74B
vendor-management alirezarezvani/claude-skills
Use when scoring or auditing vendors: scorecards, SLA compliance and service credits, third-party risk tier or a tier-1 vendor review. Runs vendor_scorer.py, sla_compliance_tracke…

74B
discovery-interview-prep deanpeters/Product-Manager-Skills
Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research, or new product idea…

74B
product-strategy-session deanpeters/Product-Manager-Skills
Run an end-to-end product strategy session across positioning, discovery, and roadmap planning. Use when a team needs validated direction before committing to execution.

74B
grill-me NousResearch/hermes-agent
Adversarial plan interview before implementation.

73B
lcx-report-bug code-yeongyu/oh-my-openagent
Create a high-signal bug issue or PR in the repo that owns the defect. Use this whenever the user asks to report, file, open, or triage a LazyCodex, lazycodex-ai, omo-codex, Codex…

73B
monday-brief anthropics/knowledge-work-plugins
Runs the owner's Monday morning briefing as a two-link chain — business-pulse for the cross-connector snapshot of cash, sales, and pipeline, and report-builder for any saved KPI r…

73B
feedback-mastery davila7/claude-code-templates
Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Impact (SBI)…

73B
churn-prevention alirezarezvani/claude-skills
Use when designing a cancel flow, save offers, exit surveys or dunning emails, or cutting failed-payment churn. Sizes the revenue at stake with churn_impact_calculator.py first. H…

73B
product-research alirezarezvani/claude-skills
Use when planning or synthesizing user research: choosing the method, deciding how many participants, or turning coded notes into insights. Runs study_designer.py, saturation_plan…

73B
scrum-master alirezarezvani/claude-skills
Use for sprint and team analytics: velocity forecasts, sprint health, retrospectives, burndown or blockers. Forecasts with velocity_analyzer.py (Monte Carlo), scores with sprint_h…

73B
triage nightly-labs/openbot
Triage one GitHub issue, bug report, or feature request. For a bug, decide if it is valid, rate its UX impact on casual users, find the root cause, and fix it. For a feature reque…

73B
intent-driven-development affaan-m/ECC
Turn ambiguous or high-impact product and engineering changes into scoped, verifiable acceptance criteria before or alongside implementation. Use when a user asks to clarify a fea…

72B
one-three-one-rule NousResearch/hermes-agent
1-3-1 decision briefs: problem, three options, one pick.

72B
github-issues github/awesome-copilot
Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add label…

72B
story-readiness Donchitos/Claude-Code-Game-Studios
Checks whether a story is ready to implement: clear acceptance criteria, no open questions, valid ADR and dependencies. Use when the user asks if a story, or the sprint's stories,…

72B
concise-planning davila7/claude-code-templates
Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.

72B
game-changing-features davila7/claude-code-templates
Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what wo…

72B
plan-writing davila7/claude-code-templates
Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.

72B
requirements-clarity davila7/claude-code-templates
Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordinatio…

72B
procurement-optimizer alirezarezvani/claude-skills
Cut spend on software and suppliers: SaaS audit, category spend review, slow purchasing cycles, supplier consolidation. Use whenever the user asks which tools or vendors to cut, w…

72B
product-strategist alirezarezvani/claude-skills
Head of Product: quarterly OKRs cascaded from company to team, product vision, roadmap, team structure. Use whenever the user asks to set OKRs, a vision or roadmap, or align teams…

72B
roast alirezarezvani/claude-skills
Roast an idea: a 5-angle panel (Critic, Champion, Analyst, Investigator, Customer) attacks it, then a Judge returns one GO / RESHAPE / KILL verdict with the cheapest test to de-ri…

72B
create-prd phuryn/pm-skills
Create a lean, decision-ready Product Requirements Document with an 8-section template: summary, contacts, background, objective, market segments, value propositions (6-part JTBD…

72B
lean-canvas phuryn/pm-skills
Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue. Use when exploring a lean startup canvas, testing a…

72B
OpenSourceManagement danielmiessler/LifeOS
Triages open issues, pull requests and GitHub Discussions across the principal's own open-source repos (the list in Config.md) via the gh CLI, ranks what needs attention with sugg…

72B
executive-deck genspark-ai/genoffice
Build a reporting or executive presentation where every slide title states a conclusion and the deck follows a pyramid, answer-first structure. Use when the user asks for a manage…

72B
feedback-issue jxxghp/MoviePilot
Use this skill ONLY when the user EXPLICITLY requests filing an upstream issue for MoviePilot core, frontend, or an installed plugin, for example "反馈 issue", "提 issue", "报 bug", "…

72B
epic-hypothesis deanpeters/Product-Manager-Skills
Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before roadmap, discovery, or delivery plann…

72B
pol-probe-advisor deanpeters/Product-Manager-Skills
Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not tooling comfort.

72B
problem-statement deanpeters/Product-Manager-Skills
Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing discovery, prioritization, or a PRD.

72B
workflow-threads-manager MengTo/Skills
Oversee the other Claude threads (sessions) working on the same project. Check what each is doing, confirm finished work is merged to main, has its changelog entry with screenshot…

72B
figure-it-out nightly-labs/openbot
Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a human reviews after stepping away. Scales rigor to the task, r…

72B
sales-motion-design tech-leads-club/agent-skills
When the user wants to choose between PLG and sales-led, design a sales motion, optimize time-to-first-value, or build a value-before-purchase experience. Also use when the user m…

72B
tlc-plan tech-leads-club/agent-skills
Turns a request, ticket, PRD, design or thread into one plan a human approves and a builder can act on without the conversation: asks every gray area until no product decision is…

72B
customer-research coreyhaines31/marketingskills
When the user wants to run or synthesize customer research, or asks what customer quotes, reviews, or feedback really mean, what is safe to conclude, and what to ask next: intervi…

71B
onboarding coreyhaines31/marketingskills
When the user wants better onboarding and activation, or asks why new users don't stick or what the first session should do: first-run experience, aha moments, checklists, empty s…

71B
product-direction prisma/orm
Judges feature requests, feature pull requests and your own proposals against a repository's written product direction, gives a cited verdict, and records each new no. Use when tr…

71B
business-pulse anthropics/knowledge-work-plugins
Produces a one-page cross-functional business snapshot for SMB owners — cash position (the ledger: MYOB, NetSuite, QuickBooks, Xero, or Zoho Books), sales trend (PayPal/Square/Str…

71B
jira davila7/claude-code-templates
Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on…

71B
planning davila7/claude-code-templates
Create and manage persistent markdown planning files for structured task execution. Use when the user asks to "create a plan", "track progress", "start a research project", or whe…

71B
think-tank davila7/claude-code-templates
Run a Virtual Think Tank — a structured multi-persona debate — before planning or making architectural/design/strategic decisions. Use this skill whenever the user is about to pla…

71B
strategic-reading garrytan/gbrain
Read a book, article, transcript, or case study through the lens of a specific strategic problem you're facing. Produces an applied playbook that maps the source onto the problem…

71B
atlassian-admin alirezarezvani/claude-skills
Use for Atlassian org administration: Jira or Confluence users and groups, permissions, SSO, marketplace apps or security policy. Audits permissions with permission_audit_tool.py.

71B
chief-ai-officer-advisor alirezarezvani/claude-skills
Use for AI strategy decisions: API vs fine-tune vs build, EU AI Act or US state risk classification, when self-hosting pays off, or AI hiring order. Runs model_buildvsbuy_calculat…

71B
grill-me alirezarezvani/claude-skills
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan,…

71B
pm-skills alirezarezvani/claude-skills
Router for project-management skills: sprints, portfolio health, Jira, Confluence, stakeholder comms, plus a delivery loop. Use whenever a delivery request is unclear about which…

71B
job-stories phuryn/pm-skills
Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria. Use when writing job stories, creating JTBD-s…

71B
sql-queries phuryn/pm-skills
Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation.…

71B
think AgriciDaniel/claude-obsidian
Apply the Fable-derived 10-stage OBSERVE, OBSERVE, LISTEN, THINK, CONNECT, CONNECT, FEEL, ACCEPT, CREATE, GROW loop to consequential or ambiguous reasoning and decisions. Use for…

71B
market-sizing XiaomiMiMo/MiMo-Code
Estimate market, segment, or opportunity size with transparent assumptions and uncertainty. Use for TAM/SAM/SOM, sizing scenarios, or comparing the scale of possible opportunities.

71B
feature-forge Jeffallan/claude-skills
Conducts structured requirements workshops to produce feature specifications, user stories, EARS-format functional requirements, acceptance criteria, and implementation checklists…

71B
clawhub-pr-maintainer openclaw/clawhub
Use when reviewing, triaging, validating, or discussing ClawHub GitHub issues or pull requests, including author context, CI, UI proof, evidence, labels, close decisions, and main…

71B
replica-diff Jakeschincariol/replica-skill
Compares an app clone against the original: a feature parity score from the feature matrix (weighted by must, should, could) with the missing list in build order, plus a screensho…

71B
replica-launch Jakeschincariol/replica-skill
Writes the launch for an app clone: the landing page built on the positioning angle, pricing set against the original's public pricing and its users' complaints, and the App Store…

71B
github-triage trailofbits/skills
Triages a repository's open GitHub issues and pull requests via the gh CLI. Optionally reviews and merges ready PRs — incrementally merging passing automated/bot PRs and maintaine…

71B
feature-investment-advisor deanpeters/Product-Manager-Skills
Evaluate feature investments using revenue impact, cost structure, ROI, and strategy. Use when deciding whether a feature deserves investment.

71B
jobs-to-be-done deanpeters/Product-Manager-Skills
Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving discovery and messaging.

71B
pr-link-issue getsentry/skills
Append a GitHub issue link and its Linear ticket to the current PR's description. Use when asked to "link issue to pr", "fill in issue and linear in pr", "add issue refs to pr", o…

71B
investor-outreach affaan-m/ECC
Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors,…

70B
team-agent-orchestration affaan-m/ECC
Run team-based orchestration for agent squads: work items with owners and scope, agent Kanban state, branch isolation, control pane visibility, and merge gates. Use when coordinat…

70B
decision-questionnaire NousResearch/hermes-agent
Turn an unanswerable decision into a questionnaire doc.

70B
launch coreyhaines31/marketingskills
When the user wants to plan a product or feature launch, or asks whether it's ready, when to announce, or how to get noticed: Product Hunt, beta and early access, waitlists, relea…

70B
triage-contributor-pr prisma/orm
Triage open pull requests from external contributors to prisma/orm and produce a per-PR verdict with evidence. Use when a maintainer asks to triage, evaluate, assess, or review th…

70B
maturity anthropics/claude-plugins-official
Evaluate an organization's AI maturity on the steps of AI adoption and write a polished, shareable HTML report with evidence for each score. Use when a champion wants to know wher…

70B
patterns anthropics/claude-plugins-official
Find patterns worth sharing from recent PRs and repo history, both repeats to fix and good practices worth spreading. Use when a champion wants to know what the team should reuse…

70B
daily-focus-board github/awesome-copilot
Spin up a personal, motivating daily focus board that renders in a browser canvas and that the user drives by talking to their AI partner. Tasks track status (to-do → in progress…

70B
gtm-ai-gtm github/awesome-copilot
Go-to-market strategy for AI products. Use when positioning AI products, handling "who is responsible when it breaks" objections, pricing variable-cost AI, choosing between copilo…

70B
gtm-board-and-investor-communication github/awesome-copilot
Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the board, structuring Q…

70B
figure-it-out cursor/plugins
Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a human reviews after stepping away. Scales rigor to the task, r…

70B
stakeholder-engagement-advisor deanpeters/Product-Manager-Skills
Plan engagement for a specific stakeholder. Use when preparing an outreach, navigating resistance, or aligning a critical relationship before a key milestone.

70B
user-story-splitting deanpeters/Product-Manager-Skills
Break a large story or epic into smaller deliverable stories using proven split patterns. Use when backlog items are too big for estimation, sequencing, or independent release.

70B
maintainer-orchestrator steipete/agent-scripts
Coordinate multiple maintainer issues, PRs, or repositories with bounded workers, serialized public actions, and clear owner decisions. Do not use for one issue or PR.

70B
grill-me yikart/AiToEarn
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan,…

56C
grill-me langfuse/langfuse
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan,…

55C

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.