GitHub
using-pmm-team
7 product marketing skills + 6 specialist agents for go-to-market strategy, positioning, messaging, competitive intelligence, and launch coordination.
☆ 86查看技能
数据与 AI AI 技能
发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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GitHub
ringroot-cause-tracing
Backward call-chain tracing - systematically trace bugs from error location back through call stack to original trigger. Adds instrumentation when needed.
☆ 86查看技能
GitHub
positioning-development
Strategic positioning skill for developing differentiated market position, positioning statements, and competitive framing.
☆ 86查看技能
GitHub
ringwriting-api-docs
Patterns and structure for writing API reference documentation including endpoint descriptions, request/response schemas, and error documentation.
☆ 86查看技能
GitHub
financial-modeling
Financial modeling workflow for DCF, LBO, merger, and operating models. Delivers validated, documented models with sensitivity and scenario analysis.
☆ 86查看技能
GitHub
ringtesting-skills-with-subagents
Skill testing methodology - run scenarios without skill (RED), observe failures, write skill (GREEN), close loopholes (REFACTOR).
☆ 86查看技能
GitHub
ringdev-refactor
Analyzes codebase against standards and generates refactoring tasks for ring:dev-cycle.
☆ 86查看技能
GitHub
ringdispatching-parallel-agents
Concurrent investigation pattern - dispatches multiple AI agents to investigate and fix independent problems simultaneously.
☆ 86查看技能
GitHub
ringtesting-agents-with-subagents
Agent testing methodology - run agents with test inputs, observe outputs, iterate until outputs are accurate and well-structured.
☆ 86查看技能
GitHub
ringdev-testing
Gate 3 of development cycle - ensures unit test coverage meets threshold (85%+) for all acceptance criteria using TDD methodology.
☆ 86查看技能
GitHub
ringfinishing-a-development-branch
Branch completion workflow - guides merge/PR/cleanup decisions after implementation is verified complete.
☆ 86查看技能
GitHub
ringpre-dev-feature-map
Gate 2: Feature relationship map - visualizes feature landscape, groupings, and interactions at business level before technical architecture.
☆ 86查看技能
GitHub
gtm-planning
Go-to-market planning skill for developing channel strategy, tactics, timeline, and budget allocation for product launches.
☆ 86查看技能
GitHub
ringpre-dev-dependency-map
Gate 6: Technology choices document - explicit, versioned, validated technology selections with justifications. Large Track only. HARD BLOCK: Must load Ring Standards and PROJECT_RULES.md before proceeding.
☆ 86查看技能
GitHub
ringsubagent-driven-development
Autonomous plan execution - fresh subagent per task with automated code review between tasks. No human-in-loop, high throughput with quality gates.
☆ 86查看技能
GitHub
ringwriting-plans
Creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps for engineers with zero codebase context.
☆ 86查看技能
GitHub
risk-management
Portfolio-level risk management skill for identifying, assessing, and mitigating risks across multiple projects. Maintains RAID logs and tracks risk responses.
☆ 86查看技能
GitHub
ringdev-validation
Development cycle validation gate (Gate 5) - validates all acceptance criteria are met and requires explicit user approval before completion.
☆ 86查看技能
GitHub
ringpre-dev-trd-creation
Gate 3: Technical architecture document - defines HOW/WHERE with technology-agnostic patterns before concrete implementation choices.
☆ 86查看技能
GitHub
ringdev-implementation
Gate 0 of the development cycle. Executes code implementation using the appropriate specialized agent based on task content and project language. Handles TDD workflow with RED-GREEN phases. Follows project stan...
☆ 86查看技能
GitHub
using-pmo-team
5 specialist PMO agents for portfolio management, resource planning, governance, risk analysis, and executive reporting. Dispatch when you need portfolio-level oversight.
☆ 86查看技能
GitHub
ringwriting-functional-docs
Patterns and structure for writing functional documentation including guides, conceptual explanations, tutorials, and best practices documentation.
☆ 86查看技能
GitHub
financial-analysis
Comprehensive financial analysis workflow covering ratio analysis, trend analysis, benchmarking, and variance analysis. Delivers documented, audit-ready insights.
☆ 86查看技能
GitHub
ringdev-ringsre
Gate 2 of the development cycle. VALIDATES that observability was correctly implemented by developers. Does not implement observability code - only validates it.
☆ 86查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。