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.

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Turn X bookmarks, Chrome tabs, and YouTube URLs into a markdown feed for agents like OpenClaw 🦞 - just install the agent skill!

lerianstudio/ring

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