claude

agents-course

Tools from the agents course: audit your context, write done as a script, bootstrap your eval suite, and a loop critic agent.

1,571 on GitHubby undefinedKiv0.2.0MITupdated 9 days ago
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Plugin agents-course from marketplace second-brain-os in undefined-ui/second-brain-os. Commands read from the repo's manifest — 9 days ago.

What it installs

Skills (5)

  • context-audit

    Audit an agent's context layout against the four places: system prompt, tools, history, tail. Use when the user asks to audit, review or fix their agent's context, prompt caching, token spend per turn, or CLAUDE.md / AGENTS.md layout. Read-only: reports findings and a fix list, changes nothing. Do N

  • evals-bootstrap

    Scaffold a first eval suite for an agent: mine real failures into cases, write behavioural checks over traces, and generate the runner. Use when the user wants evals, regression tests for an agent, a golden set, or asks how to know a prompt/model change did not break things. Do NOT use for a single

  • gate-check

    Find the decisions in a pipeline that do not need the expensive model and propose the gate for each: a rule, a classic classifier, or a small model, with fail-closed routing. Use when the user asks to cut model costs or latency, says the big model handles everything, or wants a triage / routing / fi

  • goal-test

    Turn a vague task into a testable definition of done and generate an executable goal-test script for it, optionally with a bounded retry loop around a headless agent. Use when the user wants to run an agent in a loop, asks how to know when an agent task is finished, or says a goal like "improve X" n

  • harness-audit

    Audit an agent's harness against the four rings: containment, guides, sensors, permissions. Use when the user asks whether their agent setup is safe, wants a review of sandboxing / permissions / hooks / AGENTS.md guardrails, or asks what a bad session could break. Read-only: reports the blast radius

Subagents (1)

  • loop-critic

    Reviews the result of an agent loop iteration in a clean context: checks the claimed work against the goal, hunts for shortcuts and untested paths, returns a verdict with specific defects. Use after a work session or loop attempt, before accepting the result.

View source on GitHub secondbrainos.dev

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