SUPERSEDED by docs/BOSS_AGENT_SKILLS_REGISTRY.md

Boss Agent Skills Registry

Version: 6.13.7 | Total MCP Tools: 427 | Updated: January 26, 2026

Summary

Core Boss Agent Tools (133)

ADC Consensus & Credibility

• adc_consensus
• adc_credibility
• adc_propose
• adc_register
• adc_vote
• moa_credibility_vote

Approval & Governance

• approval_decide
• approval_review
• approval_submit
• governance_approval
• governance_classify
• governance_escalate
• governance_kpi
• governance_plan
• governance_policy

Arbitration

• arbitration_initiate
• arbitration_precedents
• arbitration_status
• arbitration_submit_evidence

Authority & Delegation

• authority_chain
• delegation_check
• delegation_create
• delegation_list
• delegation_revoke
• dcp_authorize
• dcp_history
• dcp_thresholds
• dcp_weights

Budget & Finance

• budget_check
• channel_mix
• token_forecast

Causal Reasoning

• causal_classify
• causal_estimate
• causal_model
• causal_route
• causal_scm
• counterfactual
• feature_importance
• treatment_effect

Change Management

• change_feasibility
• validate_mitigation
• executable_output

Connector Registry V1

• connector_backfill
• connector_discover
• connector_get_capability
• connector_invoke
• connector_register
• connector_stats
• connector_status
• connector_validate_input

Connector Registry V2

• connector_v2_batch_invoke
• connector_v2_discover
• connector_v2_invoke
• connector_v2_register
• connector_v2_register_agent
• connector_v2_status
• connector_v2_sync

Devils Advocate

• devils_advocate_challenge
• devils_advocate_review

Dual Store Retrieval

• dual_retrieve
• graphrag

G2 Goal-Guided Reasoning

• g2_goal
• g2_hypothesis
• g2_lessons
• g2_reason
• g2_scaffold

Integration Health

• integration_health_all
• integration_health_check
• integration_register
• integration_smoke_test

Journey Risk Scoring

• journey_batch
• journey_intervention
• journey_policy
• journey_predicates
• journey_risk
• journey_score
• journey_training
• get_uplift_edges

KG Reasoning

• kg_reason
• explain_decision

KG Snapshots

• kg_snapshot_compare
• kg_snapshot_create
• kg_snapshot_query
• kg_snapshot_restore

MOA Credibility

• moa_credibility_report
• moa_credibility_update
• moa_leaderboard

Orchestration

• assess_difficulty
• model_switch
• orchestrate
• enhanced_pipeline

Privacy & Compliance

• hash_pii
• privacy_audit
• idempotency_key

Research Patterns

• calibrate_autonomy
• graded_reward
• record_outcome

ROI & Simulation

• roas_simulation
• roi_optimize
• simulate_ads

Rollout & Testing

• rollout
• policy_testing

Session Management

• session_context
• session_create
• session_history
• session_optimize
• session_trend

SRPVDAL Pipeline

• srpvdal_autonomous
• srpvdal_ingest
• srpvdal_safety
• srpvdal_pipeline
• srpvdal_plan
• srpvdal_verify

Supervisor

• supervisor_deviation
• supervisor_intervene
• supervisor_monitor
• supervisor_status

Targeting

• targeting_decide
• semantic_audience

Tool Registry

• tool_registry
• invalidate_cache

Treatment Gating

• automation_gate
• check_treatment_gate
• evaluate_gating

Uplift Modeling

• bootstrap_ci
• log_counterfactual
• log_uplift_edge
• qini_curve
• uplift_evaluation
• uplift_score
• uplift_status

Utilities

• calculate_backoff
• track_model_run
• closed_loop

Integration Modules (284)

Meta Operations (19)

• ab_test_create
• ab_test_results
• auction_optimize
• auction_performance
• dlrm_metrics
• dlrm_retrain
• email_bot_stats
• emq_configure
• emq_score
• funnel_analyze
• funnel_metrics
• neural_metrics
• neural_process
• ops_status
• relu_compound
• relu_launch
• relu_status
• revenue_metrics
• simulation_run

Unified Platform (11)

• google_customer_match
• google_offline_conversions
• google_pmax_insights
• google_quality_score
• meta_advantage_insights
• meta_audience_health
• meta_emq_feedback
• platform_health
• relu_enrich
• unified_audiences
• unified_signals

Causal Bid Adjuster (10)

• bid_adjust
• bid_create_snapshot
• bid_get_competitor_signals
• bid_get_elasticity
• bid_get_margin_metrics
• bid_rollback
• bid_run_backtest
• bid_set_constraints
• bid_set_holdout
• bid_status

Creative Test Deploy (10)

• creative_add_variant
• creative_check_lift_decay
• creative_end_test
• creative_get_experiments
• creative_get_results
• creative_promote
• creative_rollback
• creative_set_stopping_rule
• creative_start_test
• creative_status

Edge Inference (10)

• edge_event_emit
• edge_feedback_process
• edge_gate_check
• edge_gate_set
• edge_loop_status
• edge_model_list
• edge_model_register
• edge_pacing_update
• edge_triton_health
• edge_triton_infer

Journey Scoring Autopilot (10)

• autopilot_batch_score
• autopilot_get_canary_status
• autopilot_get_treatment_history
• autopilot_promote_canary
• autopilot_rollback
• autopilot_score_user
• autopilot_set_thresholds
• autopilot_status
• autopilot_trigger_handoff
• autopilot_trigger_nudge

KG Guardrail (10)

• guardrail_check
• guardrail_check_budget
• guardrail_check_consent
• guardrail_check_frequency
• guardrail_check_roi
• guardrail_check_safety
• guardrail_check_statistical
• guardrail_get_cooldown
• guardrail_status
• guardrail_trigger_rollback

Agent Simulation Framework (20)

• sim_add_competitor
• sim_check_alignment
• sim_create_auction
• sim_create_checkpoint
• sim_create_campaign_swarm
• sim_create_swarm
• sim_detect_drift
• sim_detect_proxy_chasing
• sim_get_metrics
• sim_get_reward_surface
• sim_ground_decision
• sim_inject_failure
• sim_inject_shock
• sim_rollback
• sim_run_auction
• sim_run_scenario
• sim_score_explanation
• sim_start_watchdog
• sim_status
• sim_validate_temporal

Ads Control Plane (9)

• circuit_breaker
• control_plane_status
• detect_anomaly
• learn_update
• promote_policy
• revert_policy
• route_audience
• route_creative
• spend_pacing

Edge ROI Inference (9)

• edge_roi_batch_predict
• edge_roi_get_model_metrics
• edge_roi_get_weights
• edge_roi_predict
• edge_roi_preserve_bid
• edge_roi_recalibrate
• edge_roi_record_outcome
• edge_roi_set_kill_switch
• edge_roi_status

Marketing KG (9)

• marketing_asset
• marketing_attribution
• marketing_campaign
• marketing_channel
• marketing_conversion
• marketing_journey
• marketing_touchpoint
• marketing_uplift
• marketing_user

Streaming AI Tools (9)

• checkpoint_create
• checkpoint_list
• checkpoint_rollback
• streaming_connect
• streaming_send
• streaming_subscribe
• validate_tool_schema
• webrtc_connect
• webrtc_latency

Ads GA4 KG Pipeline (8)

• pipeline_kg_backfill
• pipeline_kg_check_dedupe
• pipeline_kg_hash_pii
• pipeline_kg_normalize_identity
• pipeline_kg_quota_status
• pipeline_kg_reset_bookmarks
• pipeline_kg_run_daily
• pipeline_kg_status

Budget Reallocator (8)

• budget_create_snapshot
• budget_get_allocation
• budget_get_uplift
• budget_preview_shift
• budget_reallocate
• budget_reallocator_status
• budget_rollback
• budget_set_constraints

Enhanced Conversions (8)

• aem_conversion
• batch_conversions
• conversion_status
• google_conversion
• ios_conversion
• meta_conversion
• track_conversion
• validate_conversion

Platform Rollback (8)

• rollback_batch
• rollback_execute
• rollback_google_ads
• rollback_history
• rollback_meta_ads
• rollback_preview
• rollback_status
• rollback_verify

Streaming Online Learning (8)

• sol_degrade
• sol_drift
• sol_ingest
• sol_outcome
• sol_reference
• sol_select
• sol_sli
• sol_status

Change Detection (8)

• change_compare
• change_detect
• change_get_history
• change_rollback
• change_status
• change_validate
• change_watch
• change_webhook

Uplift Policy Validation (8)

• policy_cuped_estimate
• policy_dr_learner
• policy_get_weights
• policy_qini_validate
• policy_simulate
• policy_status
• policy_validate
• policy_variance_reduction

Conversion Tracking (7)

• creative_test
• funnel_metrics
• ga4_event
• select_creative
• signal_flow
• track_conversion
• user_journey

KG Projections (7)

• kg_edge
• kg_node
• kg_reasoning_path
• kg_signal_health
• kg_top_signals
• kg_touchpoint
• kg_user_funnel

Neuro Symbolic Media (7)

• media_create_asset
• media_decide
• media_ingest_signal
• media_optimize_channels
• media_retrieve
• media_rotate_creative
• media_status

Policy Engine (7)

• policy_create
• policy_evaluate
• policy_execute
• policy_history
• policy_list
• policy_rollback
• policy_status

Value Based Bidding (7)

• vbb_add_value_rule
• vbb_list_rules
• vbb_optimize_target_roas
• vbb_predict_ltv
• vbb_process_conversion
• vbb_status
• vbb_store_gclid

Media Autopilot (7)

• autopilot_execute
• autopilot_get_recommendations
• autopilot_get_state
• autopilot_pause
• autopilot_resume
• autopilot_set_constraints
• autopilot_status

Provenance Tracking (7)

• prov_create_entity
• prov_end_activity
• prov_hash_pii
• prov_log_decision
• prov_start_activity
• prov_status
• prov_track_model_run

Research Ops Contract (7)

• research_ops_dispatch_canary
• research_ops_generate_brief
• research_ops_ingest
• research_ops_record_feedback
• research_ops_score
• research_ops_status
• research_ops_submit_for_review

Uplift Pacing (6)

• uplift_bid_multiplier
• uplift_create_experiment
• uplift_estimate
• uplift_lift_gate_check
• uplift_pacing_run
• uplift_pacing_status

Decision Gateway (6)

• decision_allocate
• decision_gateway_status
• decision_ingest_events
• decision_next_best_action
• decision_score
• decision_cate_to_bid

Creative Fatigue (6)

• creative_fatigue_assess
• creative_fatigue_rotate
• creative_fatigue_status
• creative_pool_add
• creative_pool_get_replacement
• creative_thompson_sample

Cross Platform Attribution (6)

• attribution_hash_identifier
• attribution_ingest_event
• attribution_push_weights
• attribution_record_conversion
• attribution_run_nightly_job
• attribution_status

Ads Decision (6)

• ads_bid
• ads_budget
• ads_creative
• ads_decision_status
• ads_pause
• ads_targeting

Salesforce Email Activity (6)

• sfmc_ingest_all
• sfmc_ingest_contacts
• sfmc_ingest_email_events
• sfmc_ingest_email_jobs
• sfmc_retention_check
• sfmc_status

Platform Compliance (6)

• consent_get_default
• eu_political_ads_check
• eu_political_ads_declare
• event_ingest_unified
• ga4_send_event_eu
• platform_compliance_status

CRE Underwriting Engine (6)

• cre_compile_lease
• cre_simulate_defaults
• cre_simulate_market
• cre_run_monte_carlo
• cre_validate_grossup
• cre_underwrite_property

ReLU Threshold Agents (9)

• relu_add_playbook_pattern
• relu_agents_status
• relu_amplify_signal
• relu_assess_activation_readiness
• relu_compound_momentum
• relu_discover_threshold
• relu_exploit_threshold
• relu_get_playbook
• relu_run_full_optimization

Autonomous Research Agent (11)

• research_add_lesson
• research_cluster_pains
• research_evaluate
• research_execute
• research_ingest_pain
• research_insights
• research_plan
• research_recall_lessons
• research_run_daily
• research_session_status
• research_status

Autonomous Research Patterns V2 (10)

• research_causal_scm
• research_change_feasibility
• research_enhanced_pipeline
• research_executable_outputs
• research_governance_plan
• research_graded_reward
• research_patterns_v2_status
• research_record_outcome
• research_validate_mitigation
• research_calibrate_autonomy

Journey Stall Detection (11)

• journey_check_stall
• journey_get_hazard_alerts
• journey_get_leaks
• journey_get_nba
• journey_get_neo4j_procedures
• journey_get_neo4j_schema
• journey_get_sql_job
• journey_ingest_event
• journey_list_playbooks
• journey_run_daily_job
• journey_stall_status

Streaming Voice UI (14)

• stream_close
• stream_create
• stream_list
• stream_send_progress
• stream_send_token
• streaming_voice_status
• trace_add_step
• trace_complete
• trace_create
• trace_query
• voice_end_session
• voice_speak
• voice_start_session
• voice_transcript

KG Brain (5)

• kg_brain_explain
• kg_brain_learn
• kg_brain_reason
• kg_brain_status
• kg_brain_traverse

Executable Counterfactual Engine (4)

• cf_abduct
• cf_execute
• cf_intervene
• cf_predict

Stepwise KG Reasoner (5)

• kg_reason_auto
• kg_reason_cot
• kg_reason_got
• kg_reason_status
• kg_reason_tot

Difficulty Aware Orchestrator (5)

• orch_assess_difficulty
• orch_create_task
• orch_execute
• orch_get_workflow
• orch_status

Guardrailed ROI Optimizer (4)

• roi_estimate_cate
• roi_optimize
• roi_status
• roi_validate_policy

Unified Tool Registry (4)

• registry_eval
• registry_invoke
• registry_list
• registry_rollout

Institutional Learning Agents (10)

• inst_classify_pain
• inst_complete_research_loop
• inst_evaluate_learning_yield
• inst_get_rotation_recommendation
• inst_get_skill_accretion_report
• inst_query_reasoning_history
• inst_record_decision_rationale
• inst_rotate_roles
• inst_run_meta_audit
• inst_status

Quick Reference

Status Check Tools

Emergency Rollback

Boss Agent v6.14.0 | 417 MCP Tools | January 2026