sipyourdrink-ltd/bernstein

manager

Planning - decompose goals, create tasks via task server.

原文语言：英语

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…

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

architect

System design - module boundaries, API contracts, ADRs.

原文语言：英语

backend

Python server code, APIs, async, strict typing.

原文语言：英语

ci-fixer

CI failures - read error, minimal fix, verify.

原文语言：英语

devops

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

原文语言：英语

docs

Documentation - README, API docs, ADRs, tutorials.

原文语言：英语

frontend

React / Next.js UI, state, accessibility.

原文语言：英语

ml-engineer

ML - training, inference, embeddings, evaluation.

原文语言：英语

prompt-engineer

LLM prompts - design, evaluate, tune instructions.

原文语言：英语

qa

Test writing - pytest suites, edge cases, regressions.

原文语言：英语

resolver

Git merge conflicts - resolve without losing intent.

原文语言：英语

retrieval

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

原文语言：英语

reviewer

Code review - correctness, tests, merge-readiness.

原文语言：英语

security

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

原文语言：英语

visionary

Ideation - generate bold feature proposals.

原文语言：英语

vp

Cross-cell coordination - resolve conflicts, decide pivots.

原文语言：英语

analyst

Evaluate proposals - feasibility, engineering payoff, risk.

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语