Monitor PR lifecycle from creation through merge including CI monitoring, review comment handling, thread resolution, and merge readiness verification.
The English summary is being prepared. Showing the original description.
Urgent issue classification, root cause analysis, and fast-path routing for production hotfixes
The English summary is being prepared. Showing the original description.
YAML frontmatter parsing and manipulation for .planning/ documents. Provides read, write, update, query, and validation operations on frontmatter blocks in GSD markdown artifacts.
The English summary is being prepared. Showing the original description.
Strict RED->GREEN->REFACTOR test-driven development with enforcement. Never write production code before a failing test. Atomic commits per TDD cycle.
The English summary is being prepared. Showing the original description.
Security vulnerability assessment identifying OWASP risks, injection vectors, authentication issues, and data exposure with severity classification.
The English summary is being prepared. Showing the original description.
Central utility skill for GSD operations. Provides config parsing, slug generation, timestamps, path operations, and orchestrates calls to other specialized skills. Acts as the unified entry point that the original gsd-tools.cjs provided via its lib/ modules (commands, config, core, init).
The English summary is being prepared. Showing the original description.
Architect code review with DRY, YAGNI, abstraction, and test coverage principle enforcement
The English summary is being prepared. Showing the original description.
WASM-based instant code transforms for simple tasks, achieving 352x speedup over LLM inference with zero cost.
The English summary is being prepared. Showing the original description.
Create Architecture Decision Records (ADRs) documenting significant technical choices with context, options, consequences, and sequential numbering.
The English summary is being prepared. Showing the original description.
Observation capture and retrieval across sessions. Stores decisions, discoveries, and bugfix patterns. Searchable via tags and relevance scoring.
The English summary is being prepared. Showing the original description.
Git commit patterns, formats, and conventions for GSD methodology. Provides atomic commits per task, structured commit messages, planning file commits, branch management, and milestone tag operations.
The English summary is being prepared. Showing the original description.
Context priming before work (bd prime) and self-reflection after completion to extract patterns, gotchas, and decisions into the knowledge base.
The English summary is being prepared. Showing the original description.
Context window monitoring and budget management. Keeps orchestrator at 15-30% context usage while subagents get full 200k tokens. Provides warnings at thresholds, context-aware summarization triggers, and wave-level budget planning.
The English summary is being prepared. Showing the original description.
Resolve model profile (quality/balanced/budget) at orchestration start and map agents to specific models. Enables cost/quality tradeoffs by selecting appropriate AI models for each agent role.
The English summary is being prepared. Showing the original description.
Plan structure validation, phase completeness checks, reference integrity verification, and artifact existence confirmation. Provides the structured verification layer ensuring GSD artifacts are well-formed and complete.
The English summary is being prepared. Showing the original description.
Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
The English summary is being prepared. Showing the original description.
Interactive PM interview with expertise-adaptive questioning for requirements elicitation
The English summary is being prepared. Showing the original description.
Convert requirements into structured technical specifications with architecture decisions
The English summary is being prepared. Showing the original description.
Automated test validation, coverage checking, and quality metrics with aggressive defaults
The English summary is being prepared. Showing the original description.
Parallel design review by 6 specialist agents (PM, Architect, Designer, Security Design, UX, CTO) with mandatory unanimous approval.
The English summary is being prepared. Showing the original description.
Coordinate external AI tool integration (OpenAI Codex, Google Gemini) for cross-model adversarial review and delegated implementation.
The English summary is being prepared. Showing the original description.
Language-specific auto-lint/format/typecheck pipeline. Supports Python (ruff+pyright), TypeScript (prettier+eslint+tsc), Go (gofmt+golangci-lint). Auto-fix and convergence loops.
The English summary is being prepared. Showing the original description.
Verification-before-completion discipline ensuring all success criteria are met, tests pass, and reviews complete before declaring work done.
The English summary is being prepared. Showing the original description.
Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.
The English summary is being prepared. Showing the original description.
Is this your account? Link GitHub to bring it onto your creator page (Japanese)