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supervised AI agents inside business workflows. It combines:\n\n- **Agent Management:** Fleet overview, configuration, tool permissions, lifecycle controls\n- **Workflow Orchestration:** State-machine workflows with agent assignments\n- **Human Review:** Review queue with approve/reject/escalate actions\n- **Governance:** Tool policies, risk thresholds, blocked actions\n- **Audit Trail:** Complete event timeline with deterministic evidence\n- **ROI & Handover:** Adoption metrics and handover readiness checklist\n\n## Business Scenario\n\nA PME industrielle (85 employees) undergoing finance transformation:\n\n- Finance team under pressure with RAF departure\n- Cash tension and reporting delays\n- Fragmented Excel/BI tooling\n- Weak or outdated finance procedures\n\nNDconsulting installs supervised AI-assisted workflows and helps the client operate the system after handover.\n\n## Core Demo Message\n\n\"ContractSpec delivers a controllable operating system where the client team can:\n- Manage agents and assign them to workflows\n- Review AI-generated outputs before operational use\n- Enforce governance policies and block risky actions\n- Inspect audit logs and track adoption/ROI\n- Prove what happened through deterministic evidence\"\n\n## Included Agents\n\n1. **Cash Aging Agent** - Prioritizes receivables follow-up using deterministic aging rules\n2. **Reporting Narrative Agent** - Drafts reporting commentary with variance analysis\n3. **Procedure Draft Agent** - Structures finance procedures with roles and controls\n4. **Mission Intake Agent** - Triages transformation requests and classifies urgency\n5. **AI Adoption Coach** - Tracks use cases and ROI without employee surveillance\n\n## Workflows\n\n1. **Cash Recovery Prioritization** - Intake → Agent Analysis → Human Review → Approved/Changes Requested\n2. **Monthly Reporting Narrative** - Data Input → Narrative Draft → Variance Review → Finalization\n3. **Finance Procedure Drafting** - Request → Procedure Structure → Control Review → Publication\n4. **Mission Intake Triage** - Request → Classification → Priority Assignment → Follow-up\n5. **AI Adoption / ROI Logging** - Usage Event → Impact Calculation → Trend Analysis\n\n## Canonical Demo Path\n\n1. Open `/sandbox?template=agent-workflow-command-center`\n2. Start on the Landing screen - understand the value proposition\n3. Enter the Command Center Overview - see active agents and workflows\n4. Inspect the Cash Aging Agent - review allowed tools and governance\n5. Open the Cash Recovery workflow - see state machine\n6. Assign the Cash Aging Agent to the workflow\n7. Trigger a deterministic agent run\n8. Inspect run logs and emitted events\n9. Open the review queue\n10. Approve one recommendation, request changes on another\n11. Show workflow state transition\n12. Simulate a high-risk tool call - show it's blocked\n13. Pause an agent, then resume after policy review\n14. Open ROI & Handover - generate checklist\n15. Export or display replay/audit proof\n\n## Replay Proof\n\nThe `./proof` export now exposes a deterministic replay contract for the canonical Managed CompanyOS journey:\n\n- `happyPath`: create/configure a synthetic agent, assign a deterministic tool, compose a review-gated workflow, dispatch a simulator run, submit human approval, and inspect audit replay evidence.\n- `blockedPath`: request a high-risk external tool and attempt a run with that blocked tool; both events must stay authorization-required with no external side effect.\n- `managedCompanyOsRouteRefs`: documents app-relative `pillarRoute` values and host-prefixed `hostRoute` values for agent, tool, and workflow managed surfaces without importing the managed bundle at runtime.\n- `atomicCrudCoverage`: proves the example covers tool, agent, and workflow list/create/update/detail expectations plus loading, empty, error, denied, read-only, allowed, dirty-invalid, review-required, and blocked states.\n- `assertCommandCenterReplayProof()` validates stable audit event IDs, evidence refs, correlation IDs, a human-review gate, a blocked path, and redacted/synthetic-only proof metadata.\n\n\n## Tool Management Loop\n\nThe command-center preview includes a Tools surface that demonstrates the full controlled loop: create/edit/archive deterministic tools, inspect governance readiness, assign tools to demo agents or host-owned workflow projections, and simulate calls with audit/replay evidence. The demo uses `@lssm-tech/module.agent-fleet` reusable presentation contracts with local state only; it performs no provider, network, backend, ERP, email, payment, or secret-storage side effects.\n\n## Safety Boundaries\n\n- All agent outputs require human review before operational use\n- No real emails, payment instructions, or accounting entries sent\n- No connection to live finance systems\n- Synthetic fixtures only - no real client or financial data\n- Deterministic and offline-safe\n- Drafts/recommendations only, not operational commands\n- Tracks workflow ROI, not intrusive employee surveillance\n\n## Core Entities\n\n- **AgentProfile** - Agent configuration, status, autonomy level, allowed tools\n- **WorkflowTemplate** - Workflow definitions with steps and transitions\n- **WorkflowInstance** - Running workflow with current state and assignments\n- **AgentAssignment** - Links agents to workflow steps\n- **AgentRun** - Execution record with inputs, outputs, events\n- **HumanReview** - Review queue with decisions and feedback\n- **ToolPolicy** - Governance rules for tool usage\n- **AuditEvent** - Immutable event log\n- **AdoptionMetric** - ROI and usage tracking\n\n## Public Entry Points\n\n- Export `.` resolves through `./src/index.ts`\n- Export `./agent` resolves through `./src/agent/index.ts`\n- Export `./workflow` resolves through `./src/workflow/index.ts`\n- Export `./review` resolves through `./src/review/index.ts`\n- Export `./governance` resolves through `./src/governance/index.ts`\n- Export `./fixtures` resolves through `./src/fixtures/index.ts`\n- Export `./proof` resolves through `./src/proof/index.ts`\n- Export `./ui` resolves through `./src/ui/index.ts`\n- Export `./example` resolves through `./src/example.ts`\n- Export `./docs` resolves through `./src/docs/index.ts`\n\n## Code Quality Review\n\nReview date: 2026-05-20.\n\n- The example package exposes deterministic domain, fixture, proof, UI, example, and docs surfaces; the root export also re-exports `./docs` for consumers that import the aggregate package.\n- Preview screens render from static PME finance fixtures and do not call live LLM, ERP, CRM, BI, email, payment, or accounting systems. Provider names in the fixture are labels only.\n- Governance and human-review screens are part of the default demo path, so supervised operation is visible before ROI or handover claims.\n- Replay proof stays under `src/proof/` and should be extended with any new workflow path before release.\n\n## Production readiness evidence\n\nUse [`docs/agent-workflow-command-center-production-readiness.md`](../../docs/agent-workflow-command-center-production-readiness.md) as the release-facing checklist for the boil-lake command-center slice. It defines the promotion gates, verification command matrix, redaction/import-boundary proof, replay determinism evidence, and authority gates that must be attached before claiming production readiness.\n\n## Validation Checklist\n\nBefore publishing changes to this template, run from `examples/agent-workflow-command-center`:\n\n1. `bun run lint:check` - package lint and formatting gate\n2. `bun run typecheck` - public TypeScript entrypoint validation, including `./docs`\n3. `bun run test` - preview shell, adaptive agent-fleet DataView tests, and `AgentFleetScreen` EntityWorkspace behaviour tests (search, filters, detail actions, create/edit/clone/delete, bulk pause, agents-prop reconciliation)\n4. Open `/sandbox?template=agent-workflow-command-center` and follow the canonical demo path\n\n## Local Commands\n\n- `bun run dev` - Development build\n- `bun run build` - Production build\n- `bun run test` - Run tests\n- `bun run typecheck` - TypeScript check\n- `bun run lint` - Lint and fix\n- `bun run preflight` - Full validation\n\n## Architecture\n\n- `src/agent/` - Agent profile domain\n- `src/workflow/` - Workflow template and instance domain\n- `src/review/` - Human review domain\n- `src/governance/` - Tool policies and governance\n- `src/fixtures/` - Synthetic demo data\n- `src/proof/` - Replay evidence\n- `src/ui/` - Preview components and screens\n\n## Notes\n\nWorks alongside `@lssm-tech/lib.contracts-spec`, `@lssm-tech/lib.design-system`, `@lssm-tech/lib.schema`.\n\n### Tool Effects\n\nThe Tools screen demonstrates typed tool effects: `contract_effect` entries select a ContractSpec operation, and `integration_effect` entries select an already-integrated provider catalog item. The example validates and simulates effects deterministically by default. Real execution is represented as an explicit adapter boundary so the template stays secret-free and provider/network-free unless a host wires an adapter deliberately.\n\n### Tool Effect Workbench\n\nThe Tools screen now demonstrates a decision-quality operation workbench for tool effects. Operators can inspect richer ContractSpec and integration-call fixtures, compare candidates, configure input mappings, validate readiness, and simulate deterministically before saving. 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