GitHub
using-pmm-team
7 product marketing skills + 6 specialist agents for go-to-market strategy, positioning, messaging, competitive intelligence, and launch coordination.
☆ 86View skill
Data & AI AI Skills
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Categories: Data & AI
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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.
☆ 86View skill
GitHub
positioning-development
Strategic positioning skill for developing differentiated market position, positioning statements, and competitive framing.
☆ 86View skill
GitHub
ringwriting-api-docs
Patterns and structure for writing API reference documentation including endpoint descriptions, request/response schemas, and error documentation.
☆ 86View skill
GitHub
financial-modeling
Financial modeling workflow for DCF, LBO, merger, and operating models. Delivers validated, documented models with sensitivity and scenario analysis.
☆ 86View skill
GitHub
ringtesting-skills-with-subagents
Skill testing methodology - run scenarios without skill (RED), observe failures, write skill (GREEN), close loopholes (REFACTOR).
☆ 86View skill
GitHub
ringdev-refactor
Analyzes codebase against standards and generates refactoring tasks for ring:dev-cycle.
☆ 86View skill
GitHub
ringdispatching-parallel-agents
Concurrent investigation pattern - dispatches multiple AI agents to investigate and fix independent problems simultaneously.
☆ 86View skill
GitHub
ringtesting-agents-with-subagents
Agent testing methodology - run agents with test inputs, observe outputs, iterate until outputs are accurate and well-structured.
☆ 86View skill
GitHub
ringdev-testing
Gate 3 of development cycle - ensures unit test coverage meets threshold (85%+) for all acceptance criteria using TDD methodology.
☆ 86View skill
GitHub
ringfinishing-a-development-branch
Branch completion workflow - guides merge/PR/cleanup decisions after implementation is verified complete.
☆ 86View skill
GitHub
ringpre-dev-feature-map
Gate 2: Feature relationship map - visualizes feature landscape, groupings, and interactions at business level before technical architecture.
☆ 86View skill
GitHub
gtm-planning
Go-to-market planning skill for developing channel strategy, tactics, timeline, and budget allocation for product launches.
☆ 86View skill
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.
☆ 86View skill
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.
☆ 86View skill
GitHub
ringwriting-plans
Creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps for engineers with zero codebase context.
☆ 86View skill
GitHub
risk-management
Portfolio-level risk management skill for identifying, assessing, and mitigating risks across multiple projects. Maintains RAID logs and tracks risk responses.
☆ 86View skill
GitHub
ringdev-validation
Development cycle validation gate (Gate 5) - validates all acceptance criteria are met and requires explicit user approval before completion.
☆ 86View skill
GitHub
ringpre-dev-trd-creation
Gate 3: Technical architecture document - defines HOW/WHERE with technology-agnostic patterns before concrete implementation choices.
☆ 86View skill
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...
☆ 86View skill
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.
☆ 86View skill
GitHub
ringwriting-functional-docs
Patterns and structure for writing functional documentation including guides, conceptual explanations, tutorials, and best practices documentation.
☆ 86View skill
GitHub
financial-analysis
Comprehensive financial analysis workflow covering ratio analysis, trend analysis, benchmarking, and variance analysis. Delivers documented, audit-ready insights.
☆ 86View skill
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.
☆ 86View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.