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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1969 | Discover Amazon product opportunities by extracting scenario, audience, activity, and occasion terms from unusual listings. | xjli360/ | 251 | — | ~506 | Automated safety check: Pass | MIT | 13 days ago |
| 1970 | 1970.Prd Authoring Standard for authoring product PRDs in docs/prd/: state the problem, users, requirements, and success; assign PRD-{AREA}-{NN} IDs; link down to specs. | bobmatnyc/ | 156 | — | ~1.7k | Automated safety check: Pass | Unknown | 1 mo ago |
| 1971 | 1971.Spec Authoring Standard for authoring engineering behavior-contract specs in docs/specs/: scope subsystems, assign stable IDs, structure docs, manage lifecycle. | bobmatnyc/ | 156 | — | ~1.8k | Automated safety check: Pass | Unknown | 1 mo ago |
| 1972 | 1972.Friction Detector Detect friction signals; graduate patterns into rules. An agent skill from athola/claude-night-market. | athola/ | 341 | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |
| 1973 | Transform overwhelming client feature wish lists into structured MVP/Phase 2/Phase 3 plans with time estimates, preventing scope creep and creating profitable upsell opportunities. | zanecole10/ | 106 | — | ~526 | Automated safety check: Pass | No licence | 11 mo ago |
| 1974 | 1974.Nw Discuss Conducts Jobs-to-be-Done analysis, UX journey design, and requirements gathering through interactive discovery. | nWave-ai/ | 616 | — | ~7.3k | Automated safety check: Pass | MIT | 25 days ago |
| 1975 | Research developer documentation audiences by mapping user goals, learning objectives, business goals, developer traits, user questions, personas, user stories, journey maps, and friction logs. | hashgraph-online/ | 1.3k | — | ~913 | Automated safety check: Pass | MIT | yesterday |
| 1976 | Integrate documentation work with Agile product development by making docs visible in sprint planning, release trains, definitions of done, review timing, and retrospective improvement. | hashgraph-online/ | 1.3k | — | ~856 | Automated safety check: Pass | MIT | yesterday |
| 1977 | Develop research proposals with solicitation alignment, reviewer-focused logic, evidence-bounded preliminary results, milestones, risks, and compelling figures. | hashgraph-online/ | 1.3k | — | ~547 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1978 | Prioritize SEO initiatives as product roadmap work with impact, effort, confidence, resourcing, executive pitch, cross-functional ownership, quarterly planning, and business KPI alignment. | hashgraph-online/ | 1.3k | — | ~559 | Automated safety check: Pass | MIT | yesterday |
| 1979 | 1979.Session Retro Session retrospective — reviews the current conversation to find mistakes, trace root causes, and propose process improvements. | hanamizuki/ | 152 | — | ~2.7k | Automated safety check: Pass | MIT | 14 days ago |
| 1980 | 1980.Todos Review Deep-review a single todo or backlog item to decide whether it is worth building: problem clarity, solution quality, and implementation priority. | hanamizuki/ | 152 | — | ~2.2k | Automated safety check: Pass | MIT | 14 days ago |
| 1981 | 1981.Sprint Retro Generate sprint retrospective by analyzing section 10 data. An agent skill from Stanshy/AgentHub. | Stanshy/ | 202 | — | ~160 | Automated safety check: Pass | MIT | 6 mo ago |
| 1982 | 1982.Apex Review Cross-cutting review of recent work — catches gaps between specialists. | jeremylongshore/ | 2.8k | — | ~780 | Automated safety check: Notes | MIT | yesterday |
| 1983 | 1983.Retrospective A skill your agent uses when ending a working session to capture lessons learned, when the user corrects Claude or asks to redo work, when the user expresses frustration with output quality, or when… | kenneth-liao/ | 126 | — | ~2.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 1984 | Manage academic manuscript versions and revision history. An agent skill from Drchronx/ai-agent-research-starter-kit. | Drchronx/ | 139 | — | ~317 | Automated safety check: Pass | Unknown | 4 mo ago |
| 1985 | Create weekly research plans and reviews for doctoral projects. | Drchronx/ | 139 | — | ~307 | Automated safety check: Pass | Unknown | 4 mo ago |
| 1986 | 1986.Keyword Clustering Cluster a list of keywords into topical groups with search intent labels, validated search volume, KD, and CPC data. | Infrasity-Labs/ | 136 | — | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 1987 | Design structured customer onboarding workflows with phased checklists, email templates, success milestones, and ownership assignments. | seb1n/ | 206 | — | ~2.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 1988 | 1988.Project Management Manages software projects end-to-end — decomposing work into tasks, tracking progress across sprints, generating status reports, and integrating with tools like Jira, Linear, GitHub Issues, and… | seb1n/ | 206 | — | ~2.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 1989 | Standardize BRD and BRD-lite discovery for business goals, stakeholder impact, current-to-future state, and measurable value outcomes. | HoangNguyen0403/ | 572 | — | ~727 | Automated safety check: Pass | MIT | yesterday |
| 1990 | 1990.Common Learning Log Append a learning entry to AGENTSLEARNING.md when an AI agent makes a mistake. | HoangNguyen0403/ | 572 | — | ~872 | Automated safety check: Pass | MIT | yesterday |
| 1991 | Standardize PRD discovery and drafting for product scope, user outcomes, requirement IDs, and acceptance criteria. | HoangNguyen0403/ | 572 | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 1992 | Standardize SRS and FRS specifications for technical behavior, interfaces, data contracts, quality constraints, and verification mapping. | HoangNguyen0403/ | 572 | — | ~728 | Automated safety check: Pass | MIT | yesterday |
| 1993 | Investigate requirements via atomic AC decomposition, actor/permission matrices, and truth-table edge cases; enforce User Story standards (scope fences, platform tags, toggles). | HoangNguyen0403/ | 572 | — | ~1k | Automated safety check: Pass | MIT | yesterday |
| 1994 | 1994.Code Shift Monitor This skill should be used when the user asks "any new codes for [technology]", "did [product] get a Category I CPT / NTAP", "code changes affecting my names", "is the coding basis shifting", or… | hh-health-AI/ | 101 | — | ~606 | Automated safety check: Pass | MIT | 3 days ago |
| 1995 | A skill your agent uses when a post is about to go live, or just went live, and the question is what happens after publish — a creator's sponsored post, a founder announcement, a launch thread, a… | swan-gtm/ | 172 | — | ~2.8k | Automated safety check: Pass | MIT | 3 days ago |
| 1996 | 1996.Daily Life Discovery Guide a consent-based conversation that helps a person discover how an AI agent could improve their day-to-day life: routines, friction, attention, decisions, relationships, learning, and small… | magnus919/ | 115 | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 1997 | 1997.Product Discovery Discover product requirements from human stakeholders — map who to talk to, ask questions that surface hidden assumptions, detect gaps in real time, resolve conflicts, and translate conversations… | magnus919/ | 115 | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 1998 | 1998.Product Methodology Translate validated product evidence into tactical backlog decisions, prioritization, specifications, and stakeholder communications. | magnus919/ | 115 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 1999 | 1999.Product Strategy Set product vision, positioning, market strategy, and portfolio direction with a CPO methodology. | magnus919/ | 115 | — | ~781 | Automated safety check: Pass | MIT | yesterday |
| 2000 | Manage technical projects from initiation through delivery and closure: choose and tailor predictive, iterative, Scrum, flow-based, or hybrid approaches; coordinate teams and vendors; track… | magnus919/ | 115 | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 2001 | A skill your agent uses when every phase in a milestone is complete and the user wants to archive it, tag the release, and start the next version. | coco-research/ | 513 | — | ~1.2k | Automated safety check: Notes | Unknown | yesterday |
| 2002 | 2002.Gsd Review Backlog A skill your agent uses when 999.x backlog items need triage, or the user asks to review, promote, or prune the backlog. | coco-research/ | 513 | — | ~631 | Automated safety check: Notes | Unknown | yesterday |
| 2003 | Extract and summarize core features, constraints, and priorities from requirement documents. | ArabelaTso/ | 253 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 2004 | 2004.Requirement Summary Generate concise, structured summaries of requirements for quick team understanding. | ArabelaTso/ | 253 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 2005 | Locates, lists, filters, and extracts structured data from Claude Code native session logs. | bitwarden/ | 155 | — | ~2.5k | Automated safety check: Pass | Unknown | yesterday |
| 2006 | Extract complete, unambiguous requirements from specifications. | bitwarden/ | 155 | — | ~1.3k | Automated safety check: Pass | Unknown | yesterday |
| 2007 | Performs comprehensive analysis of Claude Code sessions, examining git history, conversation logs, code changes, and gathering user feedback to generate actionable retrospective reports with… | bitwarden/ | 155 | — | ~4k | Automated safety check: Pass | Unknown | yesterday |
| 2008 | 2008.Poq Workflow Use as the entry point for any Public Opinion Quarterly (POQ) manuscript. | franklee16/ | 223 | 1 repo | ~997 | Automated safety check: Pass | No licence | 23 days ago |
| 2009 | 2009.Write A Prd 通过用户访谈、代码库探索与模块设计来编写 PRD(产品需求文档),然后以 GitHub issue 的形式提交。适用于用户希望编写 PRD、创建产品需求文档,或规划一个新功能。 | ProgrammerAnthony/ | 139 | — | ~327 | Automated safety check: Pass | MIT | 5 mo ago |
| 2010 | 2010.Team Builder Designs high-performing team structures using organizational psychology AND creates new skills on-the-fly when team needs unmet expertise. | curiositech/ | 244 | — | ~2.9k | Automated safety check: Notes | MIT | 1 mo ago |
| 2011 | 2011.Product Management Product management expertise for product strategy, roadmap planning, feature prioritization (RICE, ICE, MoSCoW), customer research, A/B testing, product analytics, and product-market fit. | travisjneuman/ | 100 | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 2012 | 2012.Funnel Analyzer Analyze conversion funnels and identify drop-offs. An agent skill from guia-matthieu/clawfu-skills. | guia-matthieu/ | 150 | — | ~387 | Automated safety check: Pass | MIT | 10 days ago |
| 2013 | 2013.Agile Planning Generate agile release plans with sprints and roadmaps using unique sprint codes. | aiskillstore/ | 433 | — | ~2.3k | Automated safety check: Pass | No licence | yesterday |
| 2014 | Trigger for: OT project description, OTA scope, Research OT under 10 U.S.C. | aiskillstore/ | 433 | — | ~3.2k | Automated safety check: Pass | No licence | yesterday |
| 2015 | 2015.Release Orchestrator Coordinate software release preparation, rollout readiness, migration notes, rollback planning, stakeholder communication, and final go/no-go release packets. | aiskillstore/ | 433 | — | ~718 | Automated safety check: Pass | No licence | yesterday |
| 2016 | 2016.Steel Browser Use this skill by default for browser or web tasks that can run in the cloud: site navigation, scraping, structured extraction, screenshots/PDFs, form flows, and anti-bot-sensitive automation. | aiskillstore/ | 433 | — | ~2k | Automated safety check: Pass | No licence | yesterday |