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home / skills / lerianstudio / ring
lerianstudio/ring
Mandatory workflow system enforcing software engineering best practices and quality gates for AI agents.
104 skills
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cash-flow-analysis
lerianstudio/ring
102
This skill helps you perform comprehensive cash flow analysis and treasury optimization by coordinating position, forecast, liquidity, risk, and
ops-capacity-planning
lerianstudio/ring
102
This skill helps you proactively plan infrastructure capacity by forecasting growth, analyzing usage, and delivering a practical capacity plan.
ops-incident-response
lerianstudio/ring
102
This skill guides production incident handling using a structured SRE workflow, covering detection through post-mortem to ensure fast, reliable incident
competitive-intelligence
lerianstudio/ring
102
This skill helps you map the competitive landscape, create battlecards, and track rivals to inform strategy and win more deals.
using-pmm-team
lerianstudio/ring
102
This skill coordinates PMM specialists to craft market insights, positioning, messaging, and GTM plans, ensuring a structured, data-driven go-to-market.
dev-refactor-frontend
lerianstudio/ring
102
This skill analyzes a frontend codebase against Ring standards and generates refactoring tasks for the ring:dev-cycle-frontend.
budget-creation
lerianstudio/ring
102
This skill facilitates end-to-end budget creation and forecasting by guiding planning, assumptions, line-item build, consolidation, approvals, and
financial-modeling
lerianstudio/ring
102
This skill builds validated financial models (DCF, LBO, M&A) with scenario analyses and documentation to support informed investment decisions.
dev-validation
lerianstudio/ring
102
This skill enforces explicit Gate 5 validation by presenting evidence for each criterion and obtaining APPROVED or REJECTED decisions.
risk-management
lerianstudio/ring
102
This skill provides portfolio-level risk identification, assessment, correlation, and mitigation planning with RAID log maintenance across projects.
using-tw-team
lerianstudio/ring
102
This skill helps you generate precise API and conceptual documentation by coordinating ring:using-tw-team specialists to follow established standards.
dev-fuzz-testing
lerianstudio/ring
102
This skill coordinates fuzz testing gate by ensuring Go fuzz tests, seed corpora, and crash reporting are implemented and executed.
api-field-descriptions
lerianstudio/ring
102
This skill generates clear, consistent API field descriptions including type, constraints, examples, and edge cases to improve documentation quality.
executing-plans
lerianstudio/ring
102
This skill helps coordinate autonomous or batch plan execution with mandatory human checkpoints, ensuring safe, auditable progress and rapid feedback.
dev-feedback-loop
lerianstudio/ring
102
This skill collects development cycle metrics, calculates assertiveness scores, analyzes agent prompts, and generates improvement reports to guide continuous
verification-before-completion
lerianstudio/ring
102
This skill enforces evidence-first completion by running and presenting verification outputs before claiming success, guiding agents to verified results.
writing-plans
lerianstudio/ring
102
This skill creates complete implementation plans with exact file paths, code, and verification steps to enable zero-context engineers to execute quickly.
ops-disaster-recovery
lerianstudio/ring
102
This skill helps you design and validate disaster recovery plans by guiding phase-based planning, architecture, runbooks, and testing.
gtm-planning
lerianstudio/ring
102
This skill helps plan go-to-market strategy with channel, tactics, timeline, and budget allocation to maximize product launches.
brainstorming
lerianstudio/ring
102
This skill guides brainstorming to validated designs through structured questioning, multiple options, and incremental design validation for AI-driven projects.
defense-in-depth
lerianstudio/ring
102
This skill enforces defense-in-depth validation across every data layer to prevent bugs by validating at entry, business logic, environment, and debugging
linting-codebase
lerianstudio/ring
102
This skill performs parallel lint checks, groups issues into independent streams, and dispatches AI agents to fix all lint issues until clean.
regulatory-templates-gate3
lerianstudio/ring
102
This skill generates a production-grade .tpl template by applying Gate 1-2 mappings with agent-driven validation, ensuring clean production artifacts.
dev-sre
lerianstudio/ring
102
This skill validates that observability is correctly implemented in Gate 2 by Go services, ensuring structured logs, tracing, and 90%+ instrumentation coverage.
using-pm-team
lerianstudio/ring
102
This skill guides you through structured pre-dev planning using Ring gates to ensure clear requirements, architecture, and delivery planning before coding.
writing-api-docs
lerianstudio/ring
102
This skill guides you in writing API reference docs for endpoints, requests, responses, and errors with clear, consistent structure.
launch-execution
lerianstudio/ring
102
This skill coordinates launch readiness, stakeholder alignment, and day-of execution to ensure a smooth product launch and effective post-launch monitoring.
finishing-a-development-branch
lerianstudio/ring
102
This skill guides finalizing a development branch by verifying tests, presenting four options, executing chosen workflow, and cleaning up.
requesting-code-review
lerianstudio/ring
102
This skill orchestrates parallel five-way code reviews to deliver fast, comprehensive feedback across architecture, logic, security, tests, and nil-safety.
root-cause-tracing
lerianstudio/ring
102
This skill traces bugs backward through the call chain to locate the original trigger and adds instrumentation when needed.
systematic-debugging
lerianstudio/ring
102
This skill guides you through root-cause investigation, pattern analysis, and hypothesis testing to fix issues without guessing.
using-finops-team
lerianstudio/ring
102
This skill orchestrates cost estimation for onboarding deployments by collecting data and calculating per-environment infrastructure costs and profitability.
pre-dev-feature-map
lerianstudio/ring
102
This skill helps you create a business-focused feature map by analyzing PRD, grouping domains, and outlining interactions before TRD.
portfolio-planning
lerianstudio/ring
102
This skill guides multi-project portfolio planning, optimizing capacity, risk, and alignment to maximize value across projects.
interviewing-user
lerianstudio/ring
102
This skill proactively gathers requirements by interviewing you to uncover ambiguities, preferences, and constraints before implementation.
financial-reporting
lerianstudio/ring
102
This skill streamlines financial reporting by guiding data validation, analysis, and polished executive-ready outputs for management, boards, and investors.
using-finance-team
lerianstudio/ring
102
This skill dispatches six finance specialists for analysis, budgeting, modeling, and metrics, ensuring auditable, standards-based financial work.
ops-migration-planning
lerianstudio/ring
102
This skill guides structured infrastructure migration planning from discovery to optimization, enabling safe, repeatable cloud, data center, and tech upgrades.
ops-security-audit
lerianstudio/ring
102
This skill guides structured infrastructure security audits, automating scanning, manual review, and compliance mapping to improve posture and reduce risk.
market-analysis
lerianstudio/ring
102
This skill delivers quantified market intelligence by defining markets, sizing TAM/SAM/SOM, segmenting customers, and highlighting trends and opportunities for
positioning-development
lerianstudio/ring
102
This skill helps teams develop a differentiated market position by guiding category choice, competitive framing, and defensible differentiation.
pricing-strategy
lerianstudio/ring
102
This skill analyzes pricing strategy data to generate models, competitive pricing insights, and actionable recommendations for product pricing.
exploring-codebase
lerianstudio/ring
102
This skill autonomously discovers codebase structure and orchestrates adaptive deep dives to deliver actionable architectural insights.
dev-frontend-accessibility
lerianstudio/ring
102
This skill enforces frontend accessibility by coordinating axe-core checks, keyboard and focus tests, and WCAG 2.1 AA validation across components.
production-readiness-audit
lerianstudio/ring
102
This skill assesses production readiness across Ring standards, identifying gaps and generating a structured report to boost deployment confidence.
receiving-code-review
lerianstudio/ring
102
This skill performs rigorous code review verification to ensure changes are technically sound before implementation, reducing blind edits.
release-guide-info
lerianstudio/ring
102
This skill generates internal Ops Update Guides from git diff analysis, including version detection, tag handling, and structured migration notes.
testing-agents-with-subagents
lerianstudio/ring
102
This skill helps you test AI agents with subagents using RED-GREEN-REFACTOR cycles to ensure accurate, well-structured outputs.
testing-anti-patterns
lerianstudio/ring
102
This skill helps enforce test quality by detecting anti-patterns like mocking real behavior, test-only methods, and incomplete mocks in Go projects.
testing-skills-with-subagents
lerianstudio/ring
102
This skill guides TDD-like testing of subagent behavior by executing RED-GREEN-REFACTOR cycles to enforce compliance under pressure.
using-git-worktrees
lerianstudio/ring
102
This skill helps you create isolated git worktrees with smart directory selection and safety checks for parallel feature development.
writing-skills
lerianstudio/ring
102
This skill applies test-driven development to process documentation, guiding you to write, verify, and refine skills against baseline failures.
dev-chaos-testing
lerianstudio/ring
102
This skill orchestrates chaos testing to verify resilient error handling by injecting faults via Toxiproxy and validating graceful degradation.
dev-frontend-performance
lerianstudio/ring
102
This skill orchestrates frontend performance QA by coordinating metrics collection, Lighthouse audits, and bundle analysis to ensure CWV, Lighthouse >90, and
dev-implementation
lerianstudio/ring
102
This skill orchestrates gate 0 implementation by selecting the right agent, enforcing project rules, and applying TDD RED-GREEN with state tracking.
dev-integration-testing
lerianstudio/ring
102
This skill orchestrates integration testing with real containers via testcontainers to verify external dependencies and ensure quality gates.
dev-property-testing
lerianstudio/ring
102
This skill coordinates property-based testing for Go domains, guiding QA Analyst Agent to identify invariants, implement Quick.Check tests, and report
dev-unit-testing
lerianstudio/ring
102
This skill enforces Go unit test coverage to 85%+ by orchestrating QA analysts to write tests for all acceptance criteria.
regulatory-templates-gate2
lerianstudio/ring
102
This skill validates Gate 2 uncertain mappings from Gate 1 by executing comprehensive test data validation and defining explicit validation rules.
pre-dev-data-model
lerianstudio/ring
102
This skill guides data modeling to define entities, relationships, and ownership before database tech selection, ensuring clear ownership and schema discipline.
pre-dev-trd-creation
lerianstudio/ring
102
This skill guides you to draft technology-agnostic architecture patterns for TRD that avoid concrete product choices and promote flexible, swap-friendly
pre-dev-prd-creation
lerianstudio/ring
102
This skill guides you to create a Gate 1 PRD for a prereq product, detailing problem, personas, user stories, and success metrics.
pre-dev-research
lerianstudio/ring
102
This skill orchestrates Gate 0 pre-dev research by dispatching four parallel agents to generate codebase, UX, and framework insights for informed PRD/TRD.
documentation-structure
lerianstudio/ring
102
This skill helps you structure documentation by organizing content by user tasks, applying navigation and information architecture patterns for easier
pre-dev-task-breakdown
lerianstudio/ring
102
This skill helps you decompose tasks into value-delivering increments with measurable criteria and AI-assisted effort estimates for Go projects.
pmo-retrospective
lerianstudio/ring
102
This skill helps capture lessons learned across portfolios, identify patterns, and drive organizational learning through structured retrospective gates.
resource-allocation
lerianstudio/ring
102
This skill optimizes multi-project resource planning by aligning inventory, demand, and skills to minimize gaps and conflicts.
using-pmo-team
lerianstudio/ring
102
This skill helps orchestrate portfolio governance by dispatching PMO specialists for multi-project oversight, resource planning, risks, and executive reporting.
voice-and-tone
lerianstudio/ring
102
This skill enforces clear, confident voice and human tone in technical docs to help readers understand complex concepts quickly.
documentation-review
lerianstudio/ring
102
This skill helps you enforce high-quality documentation by auditing voice, structure, completeness, clarity, and technical accuracy across outputs.
financial-analysis
lerianstudio/ring
102
This skill performs comprehensive financial analysis including ratio, trend, benchmarking, and variance analysis to deliver audit-ready insights.
ops-cost-optimization
lerianstudio/ring
102
This skill guides systematic cloud cost analysis and optimization, enabling rightsizing, RI planning, and FinOps practices to reduce spend.
ops-platform-onboarding
lerianstudio/ring
102
This skill guides platform onboarding for new services, standardizing infrastructure, observability, security, and documentation to ensure compliant
condition-based-waiting
lerianstudio/ring
102
This skill replaces arbitrary timeouts with condition polling to stabilize tests by waiting for actual state changes.
test-driven-development
lerianstudio/ring
102
This skill helps enforce red-green-refactor TDD practices in Go projects, guiding failing tests-first cycles to ensure quality gates.
dev-cycle-frontend
lerianstudio/ring
102
This skill orchestrates frontend task execution through 9 gates, loading standards and dispatching sub-skills to ensure quality at every stage.
dev-frontend-e2e
lerianstudio/ring
102
This skill coordinates frontend E2E testing to ensure product flows have cross-browser Playwright tests covering happy and error paths.
dev-frontend-visual
lerianstudio/ring
102
This skill ensures frontend components have comprehensive snapshot tests across all states and viewports to prevent visual regressions.
pre-dev-api-design
lerianstudio/ring
102
This skill helps you define abstract API contracts and data interfaces before technology choices, ensuring consistent data and clear integration across
pre-dev-dependency-map
lerianstudio/ring
102
This skill validates and documents explicit, versioned technology decisions aligned to Ring Standards and PROJECT_RULES.md for reliable builds.
pre-dev-subtask-creation
lerianstudio/ring
102
This skill generates self-contained, zero-context subtasks with complete code, commands, and TDD steps to guide engineers.
dependency-mapping
lerianstudio/ring
102
This skill helps map and analyze cross-project dependencies to identify risks, critical paths, and ownership for better portfolio governance.
writing-functional-docs
lerianstudio/ring
102
This skill helps you craft clear functional documentation with value-led structure, practical examples, and actionable steps for readers.
financial-close
lerianstudio/ring
102
This skill guides month-end and year-end close using a structured workflow ensuring accurate journal entries, reconciliations, and audit-ready documentation.
metrics-dashboard
lerianstudio/ring
102
This skill designs KPI dashboards end-to-end, from requirements to implementation, delivering actionable insights and anomaly-aware visualizations.
messaging-creation
lerianstudio/ring
102
This skill helps craft messaging frameworks including value propositions and proof points to ensure consistent, channel-ready communication.
project-health-check
lerianstudio/ring
102
This skill provides structured project health checks across dimensions to identify risks early and guide recovery actions for stakeholders.
dispatching-parallel-agents
lerianstudio/ring
102
This skill orchestrates parallel agent dispatch to investigate independent failures and produce concise, actionable fixes without shared-state interference.
subagent-driven-development
lerianstudio/ring
102
This skill orchestrates autonomous subagents per task with automated between-task code review, delivering high-quality, fast iterations through strict quality
dev-cycle
lerianstudio/ring
102
This skill orchestrates task execution across 10 gates of the ring development cycle, loading standards and dispatching sub-skills for each phase.
dev-devops
lerianstudio/ring
102
This skill configures Dockerfile, docker-compose, and environment templates to streamline local development and deployment readiness for Go services.
dev-refactor
lerianstudio/ring
102
This skill analyzes a Go codebase to enforce Ring/Lerian standards and generates refactoring tasks for the dev cycle, ensuring mandatory gap tracking.
using-dev-team
lerianstudio/ring
102
This skill orchestrates ring developer specialists to tackle deep Go/TS backend, DevOps, frontend, QA, and SRE tasks.
regulatory-templates
lerianstudio/ring
102
This skill orchestrates a three gate regulatory template workflow for BACEN and RFB, ensuring compliant analysis, validation, and automated template generation.
regulatory-templates-setup
lerianstudio/ring
102
This skill initializes regulatory template setup by guiding template selection and context initialization, ensuring valid dictionary status and audit-ready
delivery-status-tracking
lerianstudio/ring
102
This skill analyzes delivery status by comparing planned roadmaps with repository evidence to reveal actual progress, delays, and risk trends.
using-ops-team
lerianstudio/ring
102
This skill helps you orchestrate production operations by dispatching specialized ops-team agents for incident response, cost optimization, and security.
using-ring
lerianstudio/ring
102
This skill enforces orchestrator principles and auto-discovery across conversations, guiding agents to dispatch tasks and maintain quality gates for AI