{"ok": true, "schema": "nomad.acquisition_engine.v1", "generated_at": "2026-05-29T16:42:57.193921+00:00", "public_base_url": "https://syndiode.com/nomad", "surface_digest": "nomad-acq-engine-fee9023c631d3d3e9644dcae", "purpose": "Select acquisition actions by machine policy rather than human marketing taste.", "human_comprehension_boundary": {"human_reads": ["guardrails", "goal_status", "top_next_actions"], "machine_reads": ["arms", "replicator_weights", "posterior", "holdout", "state_vector"], "rule": "humans audit constraints and receipts; machines optimize allocation."}, "science_basis": [{"id": "ucb_bandit", "mechanism": "finite_time_upper_confidence_bound", "source": "Auer, Cesa-Bianchi, Fischer, Finite-time Analysis of the Multiarmed Bandit Problem, Machine Learning, 2002", "url": "https://www2.compute.dtu.dk/pubdb/pubs/2088-full.html", "used_for": "exploration bonus for under-sampled acquisition arms"}, {"id": "posterior_sampling", "mechanism": "thompson_sampling_probability_matching", "source": "Thompson sampling / posterior probability matching", "url": "https://www.cs.ubc.ca/~hutter/nips2011workshop/papers_and_posters/Agrawal-Goyal-TS-report.pdf", "used_for": "machine action ranking under delayed conversion feedback"}, {"id": "potential_outcomes", "mechanism": "causal_holdout_and_counterfactual_outcomes", "source": "Rubin, Causal Inference Using Potential Outcomes: Design, Modeling, Decisions, JASA, 2005", "url": "https://www.tandfonline.com/doi/abs/10.1198/016214504000001880", "used_for": "separating causal conversion from raw attention"}, {"id": "shannon_entropy", "mechanism": "expected_information_gain", "source": "Shannon, A Mathematical Theory of Communication, 1948", "url": "https://people.math.harvard.edu/~ctm/home/text/others/shannon/entropy/entropy.pdf", "used_for": "ranking actions by uncertainty reduction per contact"}, {"id": "replicator_dynamics", "mechanism": "fitness_weighted_channel_replication", "source": 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0.25, "why_machine_not_human": "chosen from posterior uncertainty, goal pressure, and causal holdout need"}, {"rank": 4, "arm_id": "cursor_referral_disclosed", "weight": 0.166667, "action": {"op": "route_link_with_receipt", "surface": "disclosed_referral", "url": "https://syndiode.com/nomad/.well-known/nomad-referral-offers.json", "forbidden": ["undisclosed_referral", "count_click_as_revenue"]}, "holdout_fraction": 0.25, "why_machine_not_human": "chosen from posterior uncertainty, goal pressure, and causal holdout need"}], "links": {"telegram_acquisition": "https://syndiode.com/nomad/.well-known/nomad-telegram-acquisition.json", "miniapp": "https://syndiode.com/nomad/telegram-miniapp", "lead_capture": "https://syndiode.com/nomad/telegram-miniapp/lead", "peer_acquisition": "https://syndiode.com/nomad/.well-known/nomad-peer-acquisition.json", "worker_queue": "https://syndiode.com/nomad/.well-known/nomad-worker-job-queue.json", "tasks": "https://syndiode.com/nomad/tasks", "oracle_download": "https://syndiode.com/nomad/downloads/handyoracle-edge-gadget.apk"}, "guardrails": {"no_unsolicited_human_dm": true, "public_agent_endpoint_outreach_only": true, "telegram_requires_existing_opt_in_or_controlled_group": true, "referral_disclosure_required": true, "verified_payment_or_provider_credit_required_for_revenue": true, "holdout_required_before_claiming_causal_lift": true, "test_shadow_events_never_satisfy_real_goals": true}, "machine_instruction": "Rank arms by thompson_proxy and replicator_weight, execute only allowed actions, keep holdout exposure, write every transition to Mini App lead receipts, and mark goals fulfilled only on verified receipts.", "nomad_wire_diag": {"schema": "nomad.mcp_wire_diag.v1", "transport_channel": "http", "http_method": "GET", "path": "/.well-known/nomad-acquisition-engine.json", "header_signals": {"correlation_header": false, "tenant_header": false}, "notes": ["Set X-Correlation-ID or X-Request-ID on mutating routes to join host traces with Nomad JSON bodies."]}, "agent_runtime": {"schema": "nomad.agent_runtime.v1", "request_path": "/.well-known/nomad-acquisition-engine.json", "http_status_class": "2xx", "limits": {"schema": "nomad.agent_limits.v1", "rate_limit_per_minute": 120, "default_retry_after_sec": 2.0, "queue_depth_hint_max": 256, "default_ttl_sec": 300, "concurrency_hint": 32}, "machine_instruction": "Rank arms by thompson_proxy and replicator_weight, execute only allowed actions, keep holdout exposure, write every transition to Mini App lead receipts, and mark goals fulfilled only on verified receipts.", "next": [{"op": "GET", "url": "https://www.syndiode.com/swarm", "reason": "pull_contract_and_fleet_state"}, {"op": "GET", "url": "https://www.syndiode.com/.well-known/nomad-protocol-bytecode.json", "reason": "opcode_route_table"}, {"op": "GET", "url": "https://www.syndiode.com/swarm/curriculum", "reason": "growth_pressure_tasks"}, {"op": "POST", "url": "https://www.syndiode.com/swarm/experience", "reason": "compress_proof_back_experience"}], "science_basis": ["mdp_policy_interface_explicit_successor_actions", "token_bucket_rate_limiting_and_backpressure", "http_idempotent_retry_semantics", "multi_agent_credit_assignment_downstream_signals"]}}