{
  "schemaVersion": 1,
  "source": {
    "repository": "https://github.com/Rosetears520/aili-workflows.git",
    "commit": "a69f3149d8f1db81726128c2819a3ccc954b9ccc",
    "protocol": "aili-agent-selection/v1",
    "sourceSha256": "db35b7c17ba76984d9ee2d69931dfbce80c6413b90953899a9ae5cc671855224"
  },
  "roles": [
    {
      "roleId": "code-scout",
      "selector": "aili.code-scout",
      "positiveTriggers": [
        "Files, symbols, call paths, tests, schemas, configuration, or impact are unclear and need broad but bounded repository discovery."
      ],
      "nearMisses": [
        "One known file only needs a simple read; implementation or final review is required."
      ],
      "expectedEvidence": [
        "Exact files, symbols, call paths, constraints, and owning tests."
      ],
      "phaseAffinity": [
        "IDEATE",
        "DEFINE",
        "BUILD"
      ],
      "executionGuidance": "Independent discovery may be async; use sync when later edits depend on the result."
    },
    {
      "roleId": "doc-researcher",
      "selector": "aili.doc-researcher",
      "positiveTriggers": [
        "Project-local rules, README, OpenSpec, design notes, or other repository documentation must be inspected."
      ],
      "nearMisses": [
        "Public web research, code implementation, or a final decision is required."
      ],
      "expectedEvidence": [
        "Document paths, sections, and the constraints they establish."
      ],
      "phaseAffinity": [
        "IDEATE",
        "DEFINE"
      ],
      "executionGuidance": "Usually sync; may run beside an independent code scout."
    },
    {
      "roleId": "web-researcher",
      "selector": "aili.web-researcher",
      "positiveTriggers": [
        "Current official documentation, versions, compatibility, deprecations, or other public evidence is required."
      ],
      "nearMisses": [
        "The answer is repository-local or stable knowledge needs no current web evidence."
      ],
      "expectedEvidence": [
        "URLs, versions, publication dates, conclusions, and limitations."
      ],
      "phaseAffinity": [
        "IDEATE",
        "DEFINE"
      ],
      "executionGuidance": "Independent research may be async; join before any dependent decision."
    },
    {
      "roleId": "spec-miner",
      "selector": "aili.spec-miner",
      "positiveTriggers": [
        "Candidate requirements and scenarios must be mined from existing code, tests, and documentation."
      ],
      "nearMisses": [
        "Accepting the final specification, implementing it, or making product decisions."
      ],
      "expectedEvidence": [
        "Candidate requirements, scenarios, and repository evidence anchors."
      ],
      "phaseAffinity": [
        "IDEATE",
        "DEFINE"
      ],
      "executionGuidance": "Usually sync."
    },
    {
      "roleId": "plan-auditor",
      "selector": "aili.plan-auditor",
      "positiveTriggers": [
        "A plan, specification, task list, acceptance contract, or test plan needs a pre-implementation gap and conflict audit."
      ],
      "nearMisses": [
        "Implementation or accepting a plan on the user's behalf."
      ],
      "expectedEvidence": [
        "Blockers, risks, missing verification, and proposed dispositions."
      ],
      "phaseAffinity": [
        "DEFINE"
      ],
      "executionGuidance": "Sync; join before the dependent BUILD gate."
    },
    {
      "roleId": "solution-architect",
      "selector": "aili.solution-architect",
      "positiveTriggers": [
        "A bounded repository-grounded technical proposal needs materially distinct options, trade-offs, boundaries/interfaces/data/call flow, impact analysis, candidate packages, and explicit unclear items."
      ],
      "nearMisses": [
        "Implementing, delegating, accepting architecture, making product decisions, approving ADRs, or issuing a final verdict."
      ],
      "expectedEvidence": [
        "Options and recommendation, impacts, risks, candidate packages, evidence anchors, and unclear items."
      ],
      "phaseAffinity": [
        "IDEATE",
        "DEFINE"
      ],
      "executionGuidance": "Read-only and usually sync; ROSE dispositions the proposal before any write-back."
    },
    {
      "roleId": "implementer",
      "selector": "aili.implementer",
      "positiveTriggers": [
        "One complete bounded implementation package is authorized inside accepted scope."
      ],
      "nearMisses": [
        "Architecture or product decisions, final verdicts, or unauthorized material changes."
      ],
      "expectedEvidence": [
        "Changed files, implementation summary, focused verification, and blockers."
      ],
      "phaseAffinity": [
        "BUILD"
      ],
      "executionGuidance": "Dependency-bound packages are sync; independent non-overlapping packages may be async."
    },
    {
      "roleId": "test-engineer",
      "selector": "aili.test-engineer",
      "positiveTriggers": [
        "Tests must be designed, added, or executed for one exact claim."
      ],
      "nearMisses": [
        "General code review or replacing the verification owner."
      ],
      "expectedEvidence": [
        "Test files, coverage target, commands, and results."
      ],
      "phaseAffinity": [
        "BUILD"
      ],
      "executionGuidance": "Usually sync; independent test implementation may run beside non-conflicting work."
    },
    {
      "roleId": "test-coverage-reviewer",
      "selector": "aili.test-coverage-reviewer",
      "positiveTriggers": [
        "Coverage adequacy, untested branches, or verification evidence gaps need read-only analysis."
      ],
      "nearMisses": [
        "Writing production code or conducting a general quality review."
      ],
      "expectedEvidence": [
        "Uncovered paths, risks, and a coverage-adequacy assessment."
      ],
      "phaseAffinity": [
        "DEFINE",
        "SHIP"
      ],
      "executionGuidance": "Read-only and usually sync."
    },
    {
      "roleId": "pr-test-analyzer",
      "selector": "aili.pr-test-analyzer",
      "positiveTriggers": [
        "A PR or diff needs test-impact, CI-evidence, or focused-matrix analysis."
      ],
      "nearMisses": [
        "General architecture review or implementation."
      ],
      "expectedEvidence": [
        "Affected tests, CI evidence, and a recommended matrix."
      ],
      "phaseAffinity": [
        "SHIP"
      ],
      "executionGuidance": "Read-only and usually sync."
    },
    {
      "roleId": "code-reviewer",
      "selector": "aili.code-reviewer",
      "positiveTriggers": [
        "Correctness, readability, architecture, security, and performance need a bounded integrated review."
      ],
      "nearMisses": [
        "Implementation ownership or a security-only assignment."
      ],
      "expectedEvidence": [
        "Precise findings ordered by severity."
      ],
      "phaseAffinity": [
        "SHIP"
      ],
      "executionGuidance": "Read-only and usually sync."
    },
    {
      "roleId": "security-auditor",
      "selector": "aili.security-auditor",
      "positiveTriggers": [
        "Authentication, authorization, permissions, secrets, untrusted inputs, or another concrete security risk needs specialist analysis."
      ],
      "nearMisses": [
        "Style-only review or a simple change with no security surface."
      ],
      "expectedEvidence": [
        "Threats, vulnerability paths, evidence, and required remediation."
      ],
      "phaseAffinity": [
        "DEFINE",
        "SHIP"
      ],
      "executionGuidance": "Read-only and usually sync."
    },
    {
      "roleId": "silent-failure-reviewer",
      "selector": "aili.silent-failure-reviewer",
      "positiveTriggers": [
        "Swallowed errors, false success, skipped gates, stale evidence, or invalid status promotion needs focused review."
      ],
      "nearMisses": [
        "General code review or implementation."
      ],
      "expectedEvidence": [
        "Silent-failure paths and false-PASS evidence."
      ],
      "phaseAffinity": [
        "SHIP"
      ],
      "executionGuidance": "Read-only and usually sync."
    },
    {
      "roleId": "convergence-reviewer",
      "selector": "aili.convergence-reviewer",
      "positiveTriggers": [
        "Contract, tasks, implementation, verification, and residual risk need a final consistency comparison."
      ],
      "nearMisses": [
        "Initial discovery or replacing ROSE's verdict."
      ],
      "expectedEvidence": [
        "Missing, partial, conflicting, and stale links."
      ],
      "phaseAffinity": [
        "SHIP"
      ],
      "executionGuidance": "Read-only; join before the dependent final verdict."
    },
    {
      "roleId": "browser-qa-runner",
      "selector": "aili.browser-qa-runner",
      "positiveTriggers": [
        "A local browser flow, DOM, accessibility tree, console, network, or screenshot claim needs runtime verification."
      ],
      "nearMisses": [
        "Non-browser unit tests or production-data operations."
      ],
      "expectedEvidence": [
        "DOM, console, network, screenshot, and reproduction evidence."
      ],
      "phaseAffinity": [
        "BUILD",
        "SHIP"
      ],
      "executionGuidance": "Usually sync."
    },
    {
      "roleId": "e2e-artifact-runner",
      "selector": "aili.e2e-artifact-runner",
      "positiveTriggers": [
        "E2E traces, video, screenshots, reports, or failure bundles need bounded collection."
      ],
      "nearMisses": [
        "General code review or unit tests with no artifact requirement."
      ],
      "expectedEvidence": [
        "Trace, video, screenshot, or report paths and results."
      ],
      "phaseAffinity": [
        "BUILD",
        "SHIP"
      ],
      "executionGuidance": "May be async; join before the dependent verdict."
    },
    {
      "roleId": "web-performance-auditor",
      "selector": "aili.web-performance-auditor",
      "positiveTriggers": [
        "Web performance or Core Web Vitals needs measurement or bounded static analysis."
      ],
      "nearMisses": [
        "Functional-correctness review or work with no web surface."
      ],
      "expectedEvidence": [
        "Measurements, environment, limitations, and likely impact."
      ],
      "phaseAffinity": [
        "SHIP"
      ],
      "executionGuidance": "Read-only and usually sync."
    },
    {
      "roleId": "ai-regression-scout",
      "selector": "aili.ai-regression-scout",
      "positiveTriggers": [
        "Agent, prompt, Skill, routing, workflow, or generated-output changes need regression scenarios."
      ],
      "nearMisses": [
        "Ordinary business-feature implementation."
      ],
      "expectedEvidence": [
        "Regression scenarios, fixture targets, and risks."
      ],
      "phaseAffinity": [
        "DEFINE",
        "SHIP"
      ],
      "executionGuidance": "Read-only and usually sync."
    },
    {
      "roleId": "agent-evaluator",
      "selector": "aili.agent-evaluator",
      "positiveTriggers": [
        "Another Agent result needs task-fit, evidence-quality, claim-hygiene, or omission evaluation."
      ],
      "nearMisses": [
        "Re-performing the assignment or issuing the final verdict."
      ],
      "expectedEvidence": [
        "Task-fit, evidence-quality, overclaiming, and missed-item findings."
      ],
      "phaseAffinity": [
        "DEFINE",
        "SHIP"
      ],
      "executionGuidance": "Read-only and usually sync."
    },
    {
      "roleId": "opensource-sanitizer",
      "selector": "aili.opensource-sanitizer",
      "positiveTriggers": [
        "Public, npm, or release exposure, private data, secrets, package inventory, or provenance needs inspection."
      ],
      "nearMisses": [
        "General security architecture or ordinary code-quality review."
      ],
      "expectedEvidence": [
        "Redacted exposure findings and packaging evidence."
      ],
      "phaseAffinity": [
        "SHIP"
      ],
      "executionGuidance": "Read-only and usually sync."
    }
  ]
}