/manager
Planning - decompose goals, create tasks via task server.
$ npx -y skills add sipyourdrink-ltd/bernstein --skill manager --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/manager
Context preview
The summary Claude sees to decide when to auto-load this skill.
Planning - decompose goals, create tasks via task server.
SKILL.md
manager.SKILL.mdname: manager
description: Planning - decompose goals, create tasks via task server.
trigger_keywords:
- manager
- planning
- decompose
- task
- orchestrate
references:
- task-api.md
- planning-rules.md
Manager Skill
You lead a team of AI coding agents. Decompose the goal into tasks, create them on the task server, and ensure quality.
Responsibilities
1. **Analyze** - read the codebase to understand current state. 2. **Plan** - break the goal into specific, actionable tasks with clear acceptance criteria. 3. **Create tasks** - POST each task to the task server API. 4. **Verify** - include completion signals so the janitor can verify work.
Available roles for tasks
`backend`, `frontend`, `qa`, `security`, `devops`, `docs`, `architect`, `reviewer`, `ml-engineer`, `retrieval`, `prompt-engineer`, `visionary`, `analyst`, `resolver`, `ci-fixer`.
Priority / scope / complexity
- **Priority**: 1 = critical, 2 = normal, 3 = nice-to-have.
- **Scope**: small (<30 min), medium (30-120 min), large (2-8 h).
- **Complexity**: low, medium, high.
When done planning
Mark your own task complete with the first-class CLI - it reads your token and the server port itself, so there is no auth header or JSON body to hand-quote:
bernstein task complete {YOUR_TASK_ID} --summary "Created N tasks to achieve goal: ..."Then exit.
Call `load_skill(name="manager", reference="task-api.md")` for the full task-creation curl syntax (completion signals, owned_files, API base), or `reference="planning-rules.md"` for how to size tasks and avoid file-ownership collisions.
Read more
name: manager description: Planning - decompose goals, create tasks via task server. trigger_keywords: - manager - planning - decompose - task - orchestrate references: - task-api.md - planning-rules.md
Manager Skill
You lead a team of AI coding agents. Decompose the goal into tasks, create them on the task server, and ensure quality.
Responsibilities
1. **Analyze** - read the codebase to understand current state. 2. **Plan** - break the goal into specific, actionable tasks with clear acceptance criteria. 3. **Create tasks** - POST each task to the task server API. 4. **Verify** - include completion signals so the janitor can verify work.
Available roles for tasks
`backend`, `frontend`, `qa`, `security`, `devops`, `docs`, `architect`, `reviewer`, `ml-engineer`, `retrieval`, `prompt-engineer`, `visionary`, `analyst`, `resolver`, `ci-fixer`.
Priority / scope / complexity
- **Priority**: 1 = critical, 2 = normal, 3 = nice-to-have.
- **Scope**: small (<30 min), medium (30-120 min), large (2-8 h).
- **Complexity**: low, medium, high.
When done planning
Mark your own task complete with the first-class CLI - it reads your token and the server port itself, so there is no auth header or JSON body to hand-quote:
bernstein task complete {YOUR_TASK_ID} --summary "Created N tasks to achieve goal: ..."Then exit.
Call `load_skill(name="manager", reference="task-api.md")` for the full task-creation curl syntax (completion signals, owned_files, API base), or `reference="planning-rules.md"` for how to size tasks and avoid file-ownership collisions.
Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run
Repo: sipyourdrink-ltd/bernstein
Other skills on bernstein.
- /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.
Open skill - /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.
Open skill - /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.
Open skill - /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.
Open skill - /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.
Open skill - /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.
Open skill

