ringpre-dev-data-model
Gate 5: Data structures document - defines entities, relationships, and ownership before database technology selection. Large Track only.
Discover Documentation skills, compare source repositories and read the instructions for each workflow.
Gate 5: Data structures document - defines entities, relationships, and ownership before database technology selection. Large Track only.
Gate 2: Feature relationship map - visualizes feature landscape, groupings, and interactions at business level before technical architecture.
Analyzes codebase against standards and generates refactoring tasks for ring:dev-cycle.
Guide to the dev-team skills - specialist developer agents and 6-gate development cycle. Provides backend engineers (Go/TypeScript), frontend engineers, DevOps, SRE, and QA agents.
Proactive requirements gathering - systematically interviews the user to uncover ambiguities, preferences, and constraints BEFORE implementation begins.
Gate 1 of the development cycle. Creates containerization, local development setup, and CI/CD configuration using the ring:devops-engineer agent.
Gate 2 of the development cycle. VALIDATES that observability was correctly implemented by developers. Does NOT implement observability code - only validates it.
Skill discovery workflow and agent dispatch patterns for every conversation.
Review reception protocol - requires technical verification before implementing suggestions. Prevents performative agreement and blind implementation.
Gate 0 research phase for pre-dev workflow. Dispatches 3 parallel research agents to gather codebase patterns, external best practices, and framework documentation BEFORE creating PRD/TRD. Outputs research.md w...
Socratic design refinement - transforms rough ideas into validated designs through structured questioning, alternative exploration, and incremental validation.
Captures metrics and learnings from completed development cycles. Enables continuous improvement by analyzing patterns across cycles.
Controlled plan execution with human review checkpoints - loads plan, executes in batches, pauses for feedback. Supports one-go (autonomous) or batch modes.
Gate 8: Zero-context implementation steps - 2-5 minute atomic subtasks with complete code, exact commands, TDD pattern. Large Track only.
Isolated workspace creation - creates git worktrees with smart directory selection and safety verification for parallel feature development.
Complete 9-gate pre-dev workflow for large features (≥2 days)
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...
Create detailed handoff documents for session transitions. Captures task status, learnings, decisions, and next steps in a structured format.
TDD for process documentation - write test cases (pressure scenarios), watch baseline fail, write skill, iterate until bulletproof against rationalization.
Development cycle validation gate (Gate 5) - validates all acceptance criteria are met and requires explicit user approval before completion.
Orchestrates the 6-gate development workflow for implementing tasks. Manages state, dispatches specialist agents, and enforces gate requirements.
10 pre-dev workflow skills + 3 research agents organized into Small Track (4 gates,
Gate 4: API contracts document - defines component interfaces and data contracts before protocol/technology selection. Large Track only.
Gate 7: Implementation tasks - value-driven decomposition into working increments that deliver measurable user value.
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.