Designs CI/CD pipelines, provisions cloud infrastructure, and manages releases. Absorbed cloud-engineer and release-manager responsibilities. Runs as the sole Ship phase agent. Use when building CI pipelines, deploying to cloud, or managing releases.
Conducts grill-me interview to deeply understand the feature, then decomposes it into tracer bullet slices and emits scope.json. Runs as the sole Plan phase agent. Use for /sdlc-plan to kick off any feature.
Writes API documentation, SDK guides, tutorials, developer guides, and external communication. Makes technical concepts accessible to diverse audiences. Maintains docs-as-code philosophy with examples and runnable code. Use when creating API docs, writing developer guides, documenting SDKs, or creating tutorials.
Computer-vision problem solver. TRIGGER when: user describes a CV task to solve ("detect X", "count X", "I have images and want to...", "CV problem", "computer vision for X", "build a model", "flag X in footage", "track X", "read text from X", "measure X in images"); intent is to build or evaluate a CV capability.…
Computer-vision economics consultant. TRIGGER when: user invokes $estimate-economics in Codex or /sentinel:estimate-economics in Claude Code, asks for annotation or labeling cost, training cost, managed vs self-hosted cost, build-vs-buy, scale economics, deployment crossover, or selected the "managed at scale" /…
Architecture advocate on the crew implementation team. Reviews a proposed change against the project's own architecture and conventions, flags structural violations, and suggests the minimal architecturally-sound approach. Advisory only — never writes code.
Performance advocate on the crew implementation team. Evaluates the performance implications of a proposed change — added queries, N+1 patterns, hot vs cold paths, allocation and concurrency costs. Advisory only — never writes code.
Pragmatism advocate on the crew implementation team. Pushes for the smallest, most targeted change that solves the root cause, evaluates blast radius, and pushes back on over-engineering. Advisory only — never writes code.
Dispatches an already-prepared batch of codex-swarm subtask prompt files to parallel codex exec sessions, waits for all of them, writes the run log, and returns only a short summary plus the log path. Use it from the codex-swarm skill after decomposition — pass it the task-file paths, the mode flag (--auto, --readonly…
Claude Code adapter for L2 project-convention compliance review. Reads docs/reviewers/agents-md-reviewer.md as the canonical reviewer spec, then reviews changed code against AGENTS.md and path-scoped rules with complete-population evidence. Does not review functional correctness or design taste.
Claude Code adapter for existing-codebase structure survey. Reads docs/reviewers/codebase-explorer.md as the canonical explorer spec, then reports directories, tiers, frameworks, modules, and an AGENTS.md Project Structure snippet. Read-only.
Claude Code adapter for generated-decision traceability audit. Reads docs/reviewers/decision-completeness-auditor.md as the canonical auditor spec, then checks generated content for unanchored specific-string decisions before preview/apply gates. Read-only.
Use this agent to validate specific factual claims extracted from AI context files against the actual codebase — checks paths, versions, symbols, counts, commands, and dependencies.
Use this agent for deep analysis of a repository's AI context files — discovers all context files across tool ecosystems, assesses staleness, and identifies cross-document drift and contradictions.