sipyourdrink-ltd/bernstein

manager

Planning - decompose goals, create tasks via task server.

Idioma do texto original: inglês

bernstein-run

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…

Idioma do texto original: inglês

bernstein-agents

Manage Bernstein agents - list active agents, inspect their output, kill stalled agents, or stream live logs. Use when the user asks about agents, wants to see what an agent is doing, or needs to kill one.

Idioma do texto original: inglês

bernstein-alerts

Show active alerts from Bernstein - failed tasks, stalled agents, budget warnings, blocked tasks needing human intervention. Use when the user asks about problems, errors, warnings, or what needs attention.

Idioma do texto original: inglês

bernstein-plan

Create and manage multi-step execution plans in Bernstein. Plans decompose complex goals into stages with dependencies. Use when the user wants to plan a complex feature, break down a large task, or review an execution plan before agents start working.

Idioma do texto original: inglês

bernstein-quality

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.

Idioma do texto original: inglês

bernstein-status

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.

Idioma do texto original: inglês

architect

System design - module boundaries, API contracts, ADRs.

Idioma do texto original: inglês

backend

Python server code, APIs, async, strict typing.

Idioma do texto original: inglês

ci-fixer

CI failures - read error, minimal fix, verify.

Idioma do texto original: inglês

devops

DevOps - Docker, CI/CD, cloud infra, monitoring.

Idioma do texto original: inglês

docs

Documentation - README, API docs, ADRs, tutorials.

Idioma do texto original: inglês

frontend

React / Next.js UI, state, accessibility.

Idioma do texto original: inglês

ml-engineer

ML - training, inference, embeddings, evaluation.

Idioma do texto original: inglês

prompt-engineer

LLM prompts - design, evaluate, tune instructions.

Idioma do texto original: inglês

qa

Test writing - pytest suites, edge cases, regressions.

Idioma do texto original: inglês

resolver

Git merge conflicts - resolve without losing intent.

Idioma do texto original: inglês

retrieval

Retrieval - vector DBs, embeddings, hybrid search, reranking.

Idioma do texto original: inglês

reviewer

Code review - correctness, tests, merge-readiness.

Idioma do texto original: inglês

security

Security review - OWASP, auth, secrets, input validation.

Idioma do texto original: inglês

visionary

Ideation - generate bold feature proposals.

Idioma do texto original: inglês

vp

Cross-cell coordination - resolve conflicts, decide pivots.

Idioma do texto original: inglês

analyst

Evaluate proposals - feasibility, engineering payoff, risk.

Idioma do texto original: inglês

bernstein-approve

Review and approve/reject pending tasks or plans in Bernstein. Use when the user asks about approvals, wants to review agent work, or needs to approve/reject a plan before execution begins.

Idioma do texto original: inglês

bernstein-cost

Show detailed cost breakdown and budget status for the Bernstein orchestrator. Use when the user asks about spending, budget, cost per model, cost per agent, or wants a cost projection.

Idioma do texto original: inglês

bernstein-create-task

Create a new task in the Bernstein orchestrator. Use when the user wants to add a task, delegate work to an agent, file a bug fix, or queue up work for the orchestrator to handle.

Idioma do texto original: inglês