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Model Context Protocol · For product managers
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Runs a guided product-manager interview that classifies each question automatically and produces a Product Requirements Document. | Q00/ | 6.2k | — | ~5.7k | Automated safety check: Pass | MIT | 4 days ago |
| 2 | Pulls full in-context user feedback tickets through the Produck MCP server and turns them into an aligned product change instead of a guess. | tryproduck/ | 511 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 3 | Lets an agent view, create, update and transition Jira issues in natural language, automatically choosing between the jira CLI and Atlassian MCP tools. | jjmartres/ | 133 | 3 repos | ~1.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 4 | 4.Rhesis Design, run, and analyze AI test suites on Rhesis — explore endpoints, build test foundations from a spec, create requirements and metrics, execute tests, and analyze results. | rhesis-ai/ | 397 | — | ~1.2k | Automated safety check: Pass | Proprietary | 2 days ago |
| 5 | A skill your agent uses when preparing a Herald beta release, checking release readiness, or running broad deterministic integration gates across TUI themes, inline images, SSH, and MCP before… | herald-email/ | 146 | — | ~448 | Automated safety check: Pass | Unknown | 3 mo ago |
| 6 | TAPD 迭代规划技能。基于"approved"状态的需求池，结合需求依赖关系、size 规模、 优先级进行全局编排，将合适规模的需求规划进入指定迭代。支持新建迭代和已有迭代 重入两种模式，自动控制迭代总规模上限（默认 1000），通过有向无环图（DAG）分析 保证依赖需求优先入迭代。 | TencentBlueKing/ | 840 | — | ~1.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 7 | Phase execution skill for licensed Atlas Fleet runs. An agent skill from anombyte93/prd-taskmaster. | anombyte93/ | 605 | — | ~2.2k | Automated safety check: Notes | MIT | 1 mo ago |
| 8 | Loads all PM context files and prepares Claude for a productive session. | vishalmdi/ | 108 | — | ~562 | Automated safety check: Pass | No licence | 5 mo ago |
| 9 | Create a feature branch for a backlog task, switch to it, and start implementation. | devoxx/ | 684 | — | ~792 | Automated safety check: Pass | MIT | 12 days ago |
| 10 | Help the rocketmq-rust repository owner or maintainer prepare and publish good first issues for new contributors to claim, with exact files, concrete changes, acceptance criteria, labels, and… | mxsm/ | 1.5k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Create and manage release plan work items for Azure SDK releases across languages. | Azure/ | 121 | — | ~733 | Automated safety check: Pass | MIT | 4 mo ago |
| 12 | 12.Jira Manages JIRA issues, projects, and workflows using Atlassian MCP. | VixenLights/ | 114 | — | ~3.4k | Automated safety check: Pass | Unknown | yesterday |
| 13 | 基于Sorftime MCP的选品分析，发现高潜力市场机会、多维度属性标注与交叉分析、验证竞争格局、测算投入产出、输出Go/No-Go决策与选品报告。 | zach22-1999/ | 209 | 1 repo | ~9.6k | Automated safety check: Notes | MIT | 1 mo ago |
| 14 | A skill your agent uses when work starts before a complete PRD exists, including 产品前置, 产品调研, 用户调研, 竞品分析, PRD, 原型, 想法建单, 老板需求, 需求来源, 产品父单, 角色拆单, 设计子单, 前端子单, 后端子单, 页面原型 Spec, BKUI 原型, HTML 原型, 原型评审… | TencentBlueKing/ | 840 | — | ~1.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 15 | 15.Dogfood Sovereign-stack PRE-RELEASE protocol. An agent skill from paiml/aprender. | paiml/ | 130 | — | ~13k | Automated safety check: Pass | MIT | today |
| 16 | 16.Ralph Plan work and generate ralph task files for autonomous execution. | opentabs-dev/ | 968 | — | ~157 | Automated safety check: Pass | MIT | 8 days ago |
| 17 | Real-surface validation coordinator for engineering validation assignments. | Intelligent-Internet/ | 338 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 18 | Extract structured data from websites into CSV or JSON. An agent skill from hanzili/hanzi-browse. | hanzili/ | 177 | — | ~2.2k | Automated safety check: Pass | Unknown | 5 mo ago |
| 19 | TAPD 需求评估技能。基于规范需求文档进行逻辑分析，进行子需求拆分、规模评分（size，斐波那契）与 业务价值（RICE）评分。 | TencentBlueKing/ | 840 | — | ~2.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 20 | Operate TikTok Shop research and planning with KSS MCP across product discovery, shop analysis, viral commerce videos, creator matching, caption extraction, pagination, sorting, and evidence-based… | aronhy/ | 168 | — | ~1.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 21 | 21.Repo Genome 7-section readiness scorecard for a LOCAL repo. An agent skill from ruvnet/metaharness. | ruvnet/ | 696 | — | ~772 | Automated safety check: Pass | MIT | yesterday |
| 22 | 프로젝트 생성, 마일스톤 관리, 태스크 추적이 필요할 때 사용하세요. An agent skill from imgompanda/fireauto. | imgompanda/ | 140 | — | ~674 | Automated safety check: Pass | MIT | 6 mo ago |
| 23 | 23.Expand Tasks Expand all TaskMaster tasks with deep research before coding begins. | anombyte93/ | 605 | — | ~2k | Automated safety check: Notes | MIT | 1 mo ago |
| 24 | Define or revise a Roam product milestone and its engineering, adoption and offer-readiness sequence. | Cranot/ | 517 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | 25.Composer A skill your agent uses when the user types /piyaz:composer, /piyaz:composer <taskRef, or /piyaz:composer rework <taskRef|pr-url, or asks to run the next Piyaz task end-to-end, ship the backlog… | FrkAk/ | 194 | — | ~8.6k | Automated safety check: Warn | AGPL-3.0 | 11 days ago |
| 26 | Create, get, update, abandon, and link SDK PRs to release plan work items for Azure SDK releases. | Azure/ | 134 | — | ~2.7k | Automated safety check: Pass | MIT | yesterday |
| 27 | Check release readiness and trigger the release pipeline for Azure SDK packages. | Azure/ | 121 | — | ~478 | Automated safety check: Pass | MIT | 4 mo ago |
| 28 | 28.Generate Phase 2 of the prd-taskmaster pipeline: spec generation and task parsing. | anombyte93/ | 605 | — | ~3.8k | Automated safety check: Notes | MIT | 1 mo ago |
| 29 | Qualify a Roam commit or accumulated batch for package, website, or server publication; reconcile source, tests, review, CI and deployed identities, and identify the next authorized release step. | Cranot/ | 517 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 30 | Interactive daily standup/meeting update generator. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 2 repos | ~3k | Automated safety check: Pass | MIT | today |
| 31 | Quick startup checklist for factory supervisors. An agent skill from codingagentsystem/cas. | codingagentsystem/ | 176 | — | ~349 | Automated safety check: Pass | MIT | 7 mo ago |
| 32 | Steer sandboxed.sh projects, roadmaps, decisions from chat. An agent skill from Th0rgal/sandboxed.sh. | Th0rgal/ | 524 | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 33 | Read-only Chorus proposal reviewer for Hermes. An agent skill from Chorus-AIDLC/Chorus. | Chorus-AIDLC/ | 1.2k | — | ~4.8k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 34 | Generate a Plan Brief HTML for non-engineer vibecoders before implementation starts. | Chachamaru127/ | 3.2k | — | ~2.2k | Automated safety check: Notes | MIT | 6 days ago |
| 35 | Verify the Ed25519 witness manifest of a scaffolded harness. | ruvnet/ | 696 | — | ~472 | Automated safety check: Pass | MIT | yesterday |
| 36 | Build a marketing agency database from Clutch.co with the Clutch.co Agency API Actor (johnvc/clutch-agency-api). | apify/ | 266 | — | ~2.5k | Automated safety check: Pass | MIT | 18 days ago |
| 37 | 37.Setup Phase 0 of the prd-taskmaster pipeline. An agent skill from anombyte93/prd-taskmaster. | anombyte93/ | 605 | — | ~1.9k | Automated safety check: Notes | MIT | 1 mo ago |
| 38 | Read-only Chorus proposal reviewer. An agent skill from Chorus-AIDLC/Chorus. | Chorus-AIDLC/ | 1.2k | — | ~3.3k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 39 | 39.Pm Skills A skill your agent uses when coordinating project-delivery work across the 8 project-management sub-skills — sprint/velocity analytics, portfolio health, Jira/JQL, Confluence, Atlassian admin… | alirezarezvani/ | 28k | — | ~2.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 40 | 40.Jira Expert Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. | alirezarezvani/ | 28k | — | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 41 | Explains PostHog billing usage and spend from the customer's visible Billing MCP tools. | PostHog/ | 40k | — | ~3.2k | Automated safety check: Pass | Unknown | yesterday |
| 42 | Read-only Chorus task reviewer. An agent skill from Chorus-AIDLC/Chorus. | Chorus-AIDLC/ | 1.2k | — | ~4.2k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 43 | 43.Linear Read and manage software issues, tickets, projects, and planning data in Linear. | asgeirtj/ | 69k | — | ~653 | Automated safety check: Pass | CC0-1.0 | yesterday |
| 44 | Design, critique, or scaffold surveys grounded in Caroline Jarrett, Dillman, and Tourangeau methods. | ooiyeefei/ | 495 | — | ~3.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 45 | Track long-horizon objectives across multiple sessions with milestone checkpoints, progress persistence, and drift detection | ruvnet/ | 74k | — | ~744 | Automated safety check: Notes | MIT | yesterday |
| 46 | 46.Sparc Spec Run the SPARC Specification phase — gather requirements, define acceptance criteria, identify constraints, and store the spec in memory | ruvnet/ | 74k | — | ~1.1k | Automated safety check: Notes | MIT | yesterday |
| 47 | Lightweight, Chorus-native local specs for Chorus PM workflows on dsh — a durable local spec .chorus/specs/<slug/spec.md (one per capability/feature) edited in place and NEVER synced (git history is… | Chorus-AIDLC/ | 1.2k | — | ~2.4k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 48 | Manage Linear issues, projects, and teams. An agent skill from aiskillstore/marketplace. | aiskillstore/ | 433 | 5 repos | ~3.6k | Automated safety check: Notes | No licence | yesterday |
