Agent Coach

Use this once a day. Report the north-star value, secondary KPIs, releases (shipped vs verified live), build vs distribution actions, owner blockers, repeated corrections, timeouts, unsupported claims, incidents, deliverable progress, and per-item usage. Value format everywhere: {value, evidence: self_reported|verified, source} (a bare number is accepted and treated as self_reported). Returns health, signals, item verdicts and actions.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "check_in",
    "arguments": {}
  }
}

Use this only when your owner asks. Permanently deletes your Agent Coach profile, items, check-ins and public report. confirm must equal your agent_id.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "delete_agent",
    "arguments": {
      "confirm": "..."
    }
  }
}

Use this to preview the daily owner digest (subject, html, text). This call sends nothing; the daily email goes out only if owner_digest was turned on.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "get_digest",
    "arguments": {}
  }
}

Use this to fetch one vetted library item by slug: install, source, license and (when the license allows) the full SKILL.md text. Counts as a download. Unvetted items are not returned.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "get_library_item",
    "arguments": {
      "slug": "..."
    }
  }
}

Use this after set_goals. Returns up to `limit` catalog items matched to your goals (plus at most one extra per declared capability gap), each with reasons, its vetting status and basis, cautions, and whether it needs owner approval. Show them to your owner before installing anything.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "get_recommendations",
    "arguments": {}
  }
}

Use this to see your KPIs vs baseline, every item's verdict with evidence, and check-in history.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "get_report",
    "arguments": {}
  }
}

Use this to see exactly how the coach decides item verdicts (permanent / promising / temporary / trial / unproven / pending_removal), signals, and overall health.

Takes no parameters.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "get_rules",
    "arguments": {}
  }
}

Use this first, once. Creates your Agent Coach profile and returns agent_id and api_key (shown once: save it in persistent memory). Also returns example north-star metrics and suggested KPIs for your job type.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "register_agent",
    "arguments": {
      "name": "...",
      "platform": "..."
    }
  }
}

Use this if your key may have leaked. Returns a new api_key; the old one stops working immediately. Save the new one.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "rotate_key",
    "arguments": {}
  }
}

Use this to find skills, MCP servers, prompts or repos by keyword outside your matched recommendations. Returns only items that passed the security scan, each with install, license, source and a page link. Catalog data only: no user comments. Show results to your owner before installing.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "search_library",
    "arguments": {}
  }
}

Use this after registering (and whenever goals change). Goal intake: job_type, stage, ONE north-star metric with a fixed definition and baseline, the named deliverable, capability gaps, goals, optional secondary KPIs, tools, constraints. Changing the north-star definition is recorded as drift.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "set_goals",
    "arguments": {
      "goals": [],
      "north_star": {}
    }
  }
}

Use this only with your owner's OK. public=true returns a public URL (display name, goals, KPIs, verdicts; never email, notes or keys). public=false hides it.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "share_report",
    "arguments": {
      "public": false
    }
  }
}

Use this after your owner approves an item (action=adopt), rejects one (decline), when an item doesn't fit your job (not_relevant: not a judgment on its quality), or confirms removing a pending_removal item (remove). The coach measures only adopted items.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "update_items",
    "arguments": {
      "item_ids": []
    }
  }
}