LerianStudio
@LerianStudio Organization
Public Skills
ring:interviewing-user
by LerianStudio
Proactive requirements gathering - systematically interviews the user to uncover ambiguities, preferences, and constraints BEFORE implementation begins.
ring:finishing-a-development-branch
by LerianStudio
Branch completion workflow - guides merge/PR/cleanup decisions after implementation is verified complete.
ring:using-git-worktrees
by LerianStudio
Isolated workspace creation - creates git worktrees with smart directory selection and safety verification for parallel feature development.
ring:exploring-codebase
by LerianStudio
Autonomous two-phase codebase exploration - first discovers natural perspectives (layers, components, boundaries), then dispatches adaptive deep-dive explorers based on what was discovered. Synthesizes findings into actionable insights.
ring:defense-in-depth
by LerianStudio
Multi-layer validation pattern - validates data at EVERY layer it passes through to make bugs structurally impossible, not just caught.
ring:dev-validation
by LerianStudio
Development cycle validation gate (Gate 5) - validates all acceptance criteria are met and requires explicit user approval before completion.
ring:verification-before-completion
by LerianStudio
Evidence-first completion gate - requires running verification commands and confirming output before making any success claims.
ring:dev-devops
by LerianStudio
Gate 1 of the development cycle. Creates/updates Docker configuration, docker-compose setup, and environment variables for local development and deployment readiness.
ring:infrastructure-cost-estimation
by LerianStudio
Orchestrates infrastructure cost estimation with tier-based or custom TPS sizing. Offers pre-configured tiers (Starter/Growth/Business/Enterprise) or custom TPS input. Skill discovers components, asks shared/dedicated for EACH, selects environment(s), reads actual Helm chart configs, then dispatches agent for accurate calculations.
ring:dev-feedback-loop
by LerianStudio
Development cycle feedback system - calculates assertiveness scores, analyzes prompt quality for all agents executed, aggregates cycle metrics, performs root cause analysis on failures, and generates improvement reports to docs/feedbacks/cycle-{date}/.
ring:test-driven-development
by LerianStudio
RED-GREEN-REFACTOR implementation methodology - write failing test first, minimal implementation to pass, then refactor. Ensures tests verify behavior.
ring:regulatory-templates-gate3
by LerianStudio
Gate 3 sub-skill - generates complete .tpl template file with all validated mappings from Gates 1-2.
ring:linting-codebase
by LerianStudio
Parallel lint fixing pattern - runs lint checks, groups issues into independent streams, and dispatches AI agents to fix all issues until the codebase is clean.
ring:dev-sre
by LerianStudio
Gate 2 of the development cycle. VALIDATES that observability was correctly implemented by developers. Does not implement observability code - only validates it.
ring:dev-property-testing
by LerianStudio
Gate 5 of development cycle - ensures property-based tests exist to verify domain invariants hold for all randomly generated inputs.
ring:root-cause-tracing
by LerianStudio
Backward call-chain tracing - systematically trace bugs from error location back through call stack to original trigger. Adds instrumentation when needed.
ring:condition-based-waiting
by LerianStudio
Flaky test fix pattern - replaces arbitrary timeouts with condition polling that waits for actual state changes.
ring:regulatory-templates-setup
by LerianStudio
Initial setup sub-skill - handles template selection and context initialization for the 3-gate regulatory workflow.
ring:testing-anti-patterns
by LerianStudio
Test quality guard - prevents testing mock behavior, production pollution with test-only methods, and mocking without understanding dependencies.
ring:dispatching-parallel-agents
by LerianStudio
Concurrent investigation pattern - dispatches multiple AI agents to investigate and fix independent problems simultaneously.
ring:testing-skills-with-subagents
by LerianStudio
Skill testing methodology - run scenarios without skill (RED), observe failures, write skill (GREEN), close loopholes (REFACTOR).
ring:release-guide-info
by LerianStudio
Generate Ops Update Guide from Git Diff. Produces internal Operations-facing update/migration guides based on git diff analysis. Supports STRICT_NO_TOUCH (default) and TEMP_CLONE_FOR_FRESH_REFS modes. Includes tag auto-detection and commit log analysis.
ring:brainstorming
by LerianStudio
Socratic design refinement - transforms rough ideas into validated designs through structured questioning, alternative exploration, and incremental validation.
ring:regulatory-templates-gate1
by LerianStudio
Gate 1 sub-skill - performs regulatory compliance analysis and field mapping from template specifications.