Skill Claude CodeCodex
Show quality metrics for Bernstein runs - success rates per model, lint/test pass rates, completion time distributions. Use when the user asks about quality, reliability, which model performs best, or pass rates.
Skill Claude CodeCodex
Show Bernstein orchestrator status - active agents, task progress, costs, and alerts. Use when the user asks about orchestrator status, what agents are doing, task progress, how much has been spent, or what's happening with the build.
Cursor rule
Guidelines for working in a Bernstein-orchestrated project.
Skill Claude CodeCodex
Run a verified multi-agent goal with Bernstein. Use when a task is too large for a single agent session: Bernstein decomposes the goal into tasks, spawns CLI coding agents in parallel git worktrees, verifies their output, and merges results. Also use to check run status, costs, and to verify a finished run against its…
Skill Claude CodeCodex
Evaluate proposals - feasibility, engineering payoff, risk.
Skill Claude CodeCodex
System design - module boundaries, API contracts, ADRs.
Skill Claude CodeCodex
Python server code, APIs, async, strict typing.
Skill Claude CodeCodex
CI failures - read error, minimal fix, verify.
Skill Claude CodeCodex
DevOps - Docker, CI/CD, cloud infra, monitoring.
Skill Claude CodeCodex
Documentation - README, API docs, ADRs, tutorials.
Skill Claude CodeCodex
React / Next.js UI, state, accessibility.
Skill Claude CodeCodex
Planning - decompose goals, create tasks via task server.
Skill Claude CodeCodex
ML - training, inference, embeddings, evaluation.
Skill Claude CodeCodex
LLM prompts - design, evaluate, tune instructions.
Skill Claude CodeCodex
Test writing - pytest suites, edge cases, regressions.
Skill Claude CodeCodex
Git merge conflicts - resolve without losing intent.
Skill Claude CodeCodex
Retrieval - vector DBs, embeddings, hybrid search, reranking.
Skill Claude CodeCodex
Code review - correctness, tests, merge-readiness.
Skill Claude CodeCodex
Security review - OWASP, auth, secrets, input validation.
Skill Claude CodeCodex
Ideation - generate bold feature proposals.
Skill Claude CodeCodex
Cross-cell coordination - resolve conflicts, decide pivots.