{
  "tools": [
    {
      "name": "capture_memory_feedback",
      "description": "Capture success/failure feedback to harden future workflows and prevent repeated mistakes.",
      "parameters": {
        "type": "object",
        "properties": {
          "signal": { "type": "string", "enum": ["up", "down"] },
          "context": { "type": "string" },
          "whatWentWrong": { "type": "string" },
          "whatToChange": { "type": "string" },
          "whatWorked": { "type": "string" },
          "visualEvidence": { "type": "string", "description": "Base64 encoded image or filepath for visual regressions" },
          "rubricScores": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "criterion": { "type": "string" },
                "score": { "type": "number" },
                "evidence": { "type": "string" },
                "judge": { "type": "string" }
              }
            }
          },
          "guardrails": {
            "type": "object",
            "properties": {
              "testsPassed": { "type": "boolean" },
              "pathSafety": { "type": "boolean" },
              "budgetCompliant": { "type": "boolean" }
            }
          },
          "tags": {
            "type": "array",
            "items": { "type": "string" }
          },
          "skill": { "type": "string" }
        },
        "required": ["signal"]
      },
      "http": {
        "method": "POST",
        "path": "/v1/feedback/capture"
      }
    },
    {
      "name": "get_reliability_rules",
      "description": "Retrieve active prevention rules and success patterns to ensure high-quality task execution.",
      "parameters": {
        "type": "object",
        "properties": {
          "minOccurrences": { "type": "integer" }
        }
      },
      "http": {
        "method": "POST",
        "path": "/v1/feedback/rules"
      }
    },
    {
      "name": "search_lessons",
      "description": "Search promoted lessons and inspect the corrective action, prevention rules, and gates linked to each result.",
      "parameters": {
        "type": "object",
        "properties": {
          "q": { "type": "string", "description": "Search query. Leave empty to list recent lessons." },
          "limit": { "type": "integer", "default": 10 },
          "category": { "type": "string", "enum": ["error", "learning", "preference"] },
          "tags": { "type": "string", "description": "Comma-separated tags that must all be present on a lesson." }
        }
      },
      "http": {
        "method": "GET",
        "path": "/v1/lessons/search"
      }
    },
    {
      "name": "search_thumbgate",
      "description": "Search raw ThumbGate state across feedback logs, ContextFS memory, and prevention rules.",
      "parameters": {
        "type": "object",
        "properties": {
          "q": { "type": "string", "description": "Search query for ThumbGate state." },
          "limit": { "type": "integer", "default": 10 },
          "source": { "type": "string", "enum": ["all", "feedback", "context", "rules"], "default": "all" },
          "signal": { "type": "string", "enum": ["up", "down", "positive", "negative"] }
        },
        "required": ["q"]
      },
      "http": {
        "method": "GET",
        "path": "/v1/search"
      }
    },
    {
      "name": "get_business_metrics",
      "description": "Retrieve high-level business metrics (Revenue, Conversion, Customers) from the Semantic Layer.",
      "parameters": {
        "type": "object",
        "properties": {
          "window": { "type": "string", "enum": ["today", "7d", "30d", "lifetime"], "default": "lifetime" }
        }
      },
      "http": {
        "method": "GET",
        "path": "/v1/billing/summary"
      }
    },
    {
      "name": "describe_reliability_entity",
      "description": "Get the canonical definition and state of a business entity (Customer, Revenue, Funnel).",
      "parameters": {
        "type": "object",
        "properties": {
          "type": { "type": "string", "enum": ["Customer", "Revenue", "Funnel"] }
        },
        "required": ["type"]
      },
      "http": {
        "method": "GET",
        "path": "/v1/semantic/describe"
      }
    },
    {
      "name": "plan_intent",
      "description": "Generate a policy-aware execution plan with checkpoint requirements",
      "parameters": {
        "type": "object",
        "properties": {
          "intentId": { "type": "string" },
          "context": { "type": "string" },
          "mcpProfile": { "type": "string" },
          "bundleId": { "type": "string" },
          "approved": { "type": "boolean" }
        },
        "required": ["intentId"]
      },
      "http": {
        "method": "POST",
        "path": "/v1/intents/plan"
      }
    },
    {
      "name": "bootstrap_internal_agent",
      "description": "Normalize a GitHub, Slack, or Linear trigger into startup context, a recall pack, a git worktree sandbox, and a reviewer-ready execution plan.",
      "parameters": {
        "type": "object",
        "properties": {
          "source": { "type": "string", "enum": ["github", "slack", "linear", "api", "cli"] },
          "repoPath": { "type": "string" },
          "prepareSandbox": { "type": "boolean" },
          "intentId": { "type": "string" },
          "context": { "type": "string" },
          "trigger": { "type": "object" },
          "thread": { "type": "object" },
          "task": { "type": "object" },
          "comments": { "type": "array", "items": { "type": "object" } },
          "messages": { "type": "array", "items": { "type": "object" } }
        },
        "required": ["source"]
      },
      "http": {
        "method": "POST",
        "path": "/v1/internal-agent/bootstrap"
      }
    },
    {
      "name": "export_databricks_bundle",
      "description": "Export ThumbGate logs and proof artifacts as a Databricks-ready bundle",
      "parameters": {
        "type": "object",
        "properties": {
          "outputPath": { "type": "string" }
        }
      },
      "http": {
        "method": "POST",
        "path": "/v1/analytics/databricks/export"
      }
    },
    {
      "name": "set_session_constraint",
      "description": "Persist a session-specific constraint (e.g., local_only=true) into the gate engine",
      "parameters": {
        "type": "object",
        "properties": {
          "key": { "type": "string" },
          "value": { "type": "boolean" }
        },
        "required": ["key", "value"]
      },
      "http": {
        "method": "POST",
        "path": "/v1/gates/constraint"
      }
    },
    {
      "name": "list_skill_packs",
      "description": "List all available domain-specific skill packs with best-practice prevention rules.",
      "parameters": { "type": "object", "properties": {} },
      "http": { "method": "GET", "path": "/v1/skill-packs" }
    },
    {
      "name": "match_skill_packs",
      "description": "Find skill packs whose triggers match a query.",
      "parameters": { "type": "object", "properties": { "query": { "type": "string" } }, "required": ["query"] },
      "http": { "method": "GET", "path": "/v1/skill-packs/match" }
    },
    {
      "name": "install_skill_pack",
      "description": "Install a skill pack's prevention rules into the active rule set.",
      "parameters": { "type": "object", "properties": { "name": { "type": "string" } }, "required": ["name"] },
      "http": { "method": "POST", "path": "/v1/skill-packs/install" }
    },
    {
      "name": "run_eval",
      "description": "Run the ThumbGate eval harness to measure before/after impact.",
      "parameters": { "type": "object", "properties": { "domain": { "type": "string" } } },
      "http": { "method": "POST", "path": "/v1/eval/run" }
    }
  ]
}