Boss Agent Skills Registry
Truth banner — 2026-09-02 (WS-2 duplicate-topic consolidation). This is the one canonical Boss Agent skills registry. The headline counts below ("Version 6.14.0 / Total MCP Tools: 726", January 26, 2026) and those of the superseded copy (
docs/SKILLS.md: "Version 6.13.7 / 427", same date — archived atdocs/history/duplicate_topics_2026-09-02/SKILLS.md) are HISTORICAL and contradict each other; neither is a current measurement. Measured from the tree on 2026-09-02 (verified result, commands as run):grep -c "register_tool(" miz-oki-adk-agents/boss/boss_agent_core.py→ 403 registration call sites in the boss core; the same grep summed overmiz-oki-adk-agents/boss/*.py→ 922 call sites across 103 modules;grep -c '^| \invoke_' docs/mcp_tool_catalog.md→ **15** registry-backed service tools. A call site is not a tool (loops register whole lists), and the runtime count (GET /api/v1/mcp/tools→count) was NOT measurable in the build sandbox (importingboss_agent_core.pystops atsse_starlette). Treat every tool total in this body as historical until a dated live/api/v1/mcp/tools` count is recorded here.
Version: 6.14.0 Last Updated: January 26, 2026 Total MCP Tools: 726
Overview
The Boss Agent orchestrates 726 MCP (Model Context Protocol) tools across 53 modules. This document serves as the canonical reference for all registered skills.
| Metric | Value |
|---|---|
| Total Skills | 726 |
| Core Boss Agent | 245 tools |
| Integration Modules | 481 tools |
| Module Count | 53 |
Virtuoso Multi-Model Ensemble
The Boss Agent operates as a Virtuoso orchestrator, routing tasks to specialized AI models:
| Model | Specialty | Use Cases |
|---|---|---|
| Gemini 3.1 Pro Preview | Data Science & Strategic Reasoning | Causal inference, uplift modeling, analytics |
| Claude Opus 4.6 | Coding Architect | Code generation, architecture, refactoring |
| ChatGPT 5.2 | Creative Director | Ad copy, creative strategies, content |
| Grok 4.1 | DevOps Engineer | Infrastructure, deployments, operations |
SRPVDAL Pipeline (7 Stages)
| Stage | Description |
|---|---|
| SENSE | Ingest events, extract entities, compute signals |
| REASON | Generate hypotheses, rank by confidence |
| PLAN | Create action plan with REWOO integration |
| VERIFY | Devil's Advocate review, KG constraint validation |
| DECIDE | Credibility-weighted MOA vote, arbitration if needed |
| ACT | Execute with pre-state capture for rollback |
| LEARN | Update credibility, emit E-SHKG events, adjust |
Table of Contents
- Core Boss Agent Tools (245)
- Integration Modules (481 tools)
- Complete Module List (53)
- Skills by Category
- Quick Reference
Core Boss Agent Tools (245)
Memory & Context Management (12)
| Tool | Description |
|---|---|
memory_store |
Store key-value in session memory |
memory_retrieve |
Retrieve from session memory |
memory_clear |
Clear session memory |
context_get |
Get conversation context |
context_set |
Set conversation context |
context_clear |
Clear conversation context |
session_create |
Create new session |
session_context |
Get session context |
session_history |
Get session history |
session_optimize |
Optimize session |
session_trend |
Analyze session trends |
session_end |
End current session |
ADC Consensus & Credibility (8)
| Tool | Description |
|---|---|
adc_consensus |
Get ADC consensus result |
adc_credibility |
Check agent credibility score |
adc_propose |
Propose action to ADC |
adc_register |
Register agent with ADC |
adc_vote |
Cast vote in ADC consensus |
adc_update_credibility |
Update agent credibility |
adc_get_result |
Get consensus result |
moa_credibility_vote |
MOA credibility-weighted voting |
Approval & Governance (12)
| Tool | Description |
|---|---|
approval_decide |
Make approval decision |
approval_review |
Review pending approval |
approval_submit |
Submit for approval |
approval_create |
Create approval request |
approval_status |
Get approval status |
governance_approval |
Governance layer approval |
governance_classify |
Classify governance level |
governance_escalate |
Escalate to governance |
governance_kpi |
Get governance KPIs |
governance_plan |
Create governance plan |
governance_policy |
Apply governance policy |
governance_check_quota |
Check governance quota |
Arbitration Protocol (6)
| Tool | Description |
|---|---|
arbitration_initiate |
Initiate arbitration process |
arbitration_precedents |
Query arbitration precedents |
arbitration_status |
Get arbitration status |
arbitration_submit_evidence |
Submit evidence for arbitration |
arbitration_resolve |
Resolve MOA deadlock |
arbitration_escalate |
Manually escalate to next level |
Authority & Delegation (8)
| Tool | Description |
|---|---|
authority_chain |
Get authority chain |
delegation_check |
Check delegation authority |
delegation_check_authority |
Check authority for action |
delegation_create |
Create delegation token |
delegation_list |
List active delegations |
delegation_list_active |
List all active delegations |
delegation_revoke |
Revoke delegation |
delegation_set_authority |
Set authority level |
DCP Authorization (8)
| Tool | Description |
|---|---|
dcp_authorize |
DCP authorization check |
dcp_authorize_action |
Authorize specific action |
dcp_record_outcome |
Record authorization outcome |
dcp_get_thresholds |
Get DCP thresholds |
dcp_set_threshold |
Set DCP threshold |
dcp_get_history |
Get authorization history |
dcp_update_weights |
Update DCP weights |
dcp_status |
Get DCP status |
Causal Reasoning (12)
| Tool | Description |
|---|---|
causal_classify |
Classify causal relationship |
causal_estimate |
Estimate causal effect |
causal_model |
Build causal model |
causal_route |
Route based on causality |
causal_scm |
Structural causal model |
causal_query_route |
Route causal query |
counterfactual |
Counterfactual reasoning |
feature_importance |
Calculate feature importance |
treatment_effect |
Estimate treatment effect |
research_causal_scm |
Build SCM from pain point |
research_validate_mitigation |
Validate mitigation targets |
explain_decision |
Explain decision provenance |
Devils Advocate (4)
| Tool | Description |
|---|---|
devils_advocate_challenge |
Challenge a decision |
devils_advocate_review |
Adversarial review |
da_review_plan |
Request DA plan review |
da_review_decision |
Review decision adversarially |
G2 Goal-Guided Reasoning (6)
| Tool | Description |
|---|---|
g2_goal |
Set reasoning goal |
g2_hypothesis |
Generate hypothesis |
g2_lessons |
Get lessons learned |
g2_reason |
Goal-guided reasoning |
g2_scaffold |
Build reasoning scaffold |
g2_status |
Get G2 reasoner status |
Connector Registry V1 (8)
| Tool | Description |
|---|---|
connector_backfill |
Backfill connector data |
connector_discover |
Discover capabilities |
connector_get_capability |
Get capability details |
connector_invoke |
Invoke connector |
connector_register |
Register new connector |
connector_stats |
Get connector statistics |
connector_status |
Get connector status |
connector_validate_input |
Validate connector input |
Connector Registry V2 (10)
| Tool | Description |
|---|---|
connector_v2_batch_invoke |
Batch invoke connectors |
connector_v2_discover |
Semantic capability discovery |
connector_v2_invoke |
Invoke with observability |
connector_v2_register |
Register with embedding |
connector_v2_register_agent |
Register agent with budget |
connector_v2_get |
Get detailed capability |
connector_v2_backfill |
Backfill platform capabilities |
connector_v2_sync |
Sync with external registry |
connector_v2_status |
Get registry status |
connector_v2_agent_status |
Get agent budget status |
Integration Health (8)
| Tool | Description |
|---|---|
integration_health_all |
Check all integrations |
integration_health_check |
Check specific integration |
integration_health_check_all |
Check all platform health |
integration_register |
Register integration |
integration_register_platform |
Register platform |
integration_smoke_test |
Run smoke tests |
integration_hash_pii |
Hash PII data |
integration_generate_idempotency_key |
Generate idempotency key |
Journey Risk Scoring (10)
| Tool | Description |
|---|---|
journey_batch |
Batch score journeys |
journey_batch_score |
Batch score users |
journey_compute_risk |
Compute risk score |
journey_intervention |
Trigger intervention |
journey_trigger_intervention |
Trigger appropriate intervention |
journey_policy |
Apply journey policy |
journey_predicates |
Get behavioral predicates |
journey_register_predicate |
Register custom predicate |
journey_risk |
Compute risk score |
journey_score |
Score user journey |
KG Brain & Reasoning (10)
| Tool | Description |
|---|---|
kg_reason |
KG-based reasoning |
kg_reason_auto |
Auto-select reasoning paradigm |
kg_reason_cot |
Chain-of-Thought reasoning |
kg_reason_tot |
Tree-of-Thought reasoning |
kg_reason_got |
Graph-of-Thought reasoning |
kg_brain_reason |
Unified neuro-symbolic reasoning |
kg_brain_traverse |
KG path traversal |
kg_brain_explain |
Decision provenance |
kg_brain_learn |
Record outcome for learning |
kg_brain_status |
KG Brain status |
KG Snapshots (6)
| Tool | Description |
|---|---|
kg_snapshot_compare |
Compare KG snapshots |
kg_snapshot_create |
Create KG snapshot |
kg_snapshot_query |
Query snapshot |
kg_snapshot_restore |
Restore from snapshot |
kg_search_dual_track |
Search with optimal backend |
kg_reason_status |
Get reasoner status |
MOA Credibility (6)
| Tool | Description |
|---|---|
moa_credibility_report |
Get credibility report |
moa_credibility_update |
Update credibility |
moa_get_credibility |
Get agent credibility |
moa_record_outcome |
Record outcome |
moa_leaderboard |
Get agent leaderboard |
moa_vote |
Cast MOA vote |
Orchestration & Difficulty (8)
| Tool | Description |
|---|---|
assess_difficulty |
Assess task difficulty |
model_switch |
Switch to optimal model |
orchestrate |
Orchestrate multi-agent task |
enhanced_pipeline |
Run enhanced pipeline |
orch_assess_difficulty |
Assess task difficulty |
orch_create_task |
Create orchestration task |
orch_execute |
Execute orchestration |
orch_get_workflow |
Get workflow |
Privacy & Compliance (6)
| Tool | Description |
|---|---|
hash_pii |
Hash PII data |
privacy_audit |
Run privacy audit |
idempotency_key |
Generate idempotency key |
prov_hash_pii |
Provenance PII hash |
calculate_backoff |
Calculate backoff time |
integration_calculate_backoff |
Calculate integration backoff |
Research Patterns V2 (12)
| Tool | Description |
|---|---|
research_governance_plan |
Plan with governance constraints |
research_causal_scm |
Build structural causal model |
research_validate_mitigation |
Validate mitigation |
research_calibrate_autonomy |
Calibrate autonomy level |
research_change_feasibility |
Assess change feasibility |
research_graded_reward |
Compute graded reward |
research_executable_outputs |
Generate outputs |
research_enhanced_pipeline |
Run full pipeline |
research_record_outcome |
Record outcome |
research_patterns_v2_status |
Get status |
calibrate_autonomy |
Calibrate agent autonomy |
graded_reward |
Calculate graded reward |
ROI & Simulation (6)
| Tool | Description |
|---|---|
roas_simulation |
Simulate ROAS |
roi_optimize |
Optimize ROI |
roi_estimate_cate |
Estimate CATE |
roi_validate_policy |
Validate policy |
roi_status |
Get optimizer status |
simulate_ads |
Simulate ad performance |
SRPVDAL/SRPVDAL Pipeline (10)
| Tool | Description |
|---|---|
srpvdal_autonomous |
Run autonomous SRPVDAL |
srpvdal_ingest |
Ingest into SRPVDAL |
srpvdal_safety |
SRPVDAL safety check |
srpvdal_execute |
Execute full 7-stage pipeline |
srpvdal_sense |
Execute SENSE stage |
srpvdal_reason |
Execute REASON stage |
srpvdal_plan |
Execute PLAN stage |
srpvdal_verify |
Execute VERIFY stage |
srpvdal_decide |
Execute DECIDE stage |
srpvdal_act |
Execute ACT stage |
Supervisor & Monitoring (6)
| Tool | Description |
|---|---|
supervisor_deviation |
Detect deviations |
supervisor_intervene |
Supervisor intervention |
supervisor_monitor |
Monitor agent activity |
supervisor_status |
Get supervisor status |
orch_status |
Get orchestrator status |
delegation_status |
Get delegation status |
Tool Registry (6)
| Tool | Description |
|---|---|
tool_registry |
Query tool registry |
invalidate_cache |
Invalidate tool cache |
registry_list |
List registered tools |
registry_invoke |
Invoke registered tool |
registry_rollout |
Manage tool rollout |
registry_eval |
Evaluate tool metrics |
Treatment Gating (6)
| Tool | Description |
|---|---|
automation_gate |
Check automation gate |
check_treatment_gate |
Check treatment gate |
evaluate_gating |
Evaluate gating rules |
edge_get_gate_status |
Get gate status |
edge_set_gate_status |
Set gate status |
edge_get_cate |
Get CATE estimate |
Uplift Modeling (12)
| Tool | Description |
|---|---|
bootstrap_ci |
Bootstrap confidence interval |
log_counterfactual |
Log counterfactual |
log_uplift_edge |
Log uplift edge |
qini_curve |
Calculate Qini curve |
uplift_evaluation |
Evaluate uplift model |
uplift_score |
Score uplift |
uplift_status |
Get uplift status |
get_uplift_edges |
Get uplift edges from KG |
uplift_export_cohort |
Export top-K cohort |
uplift_activate_cohort |
Activate cohort |
edge_update_cate |
Update CATE |
edge_consume_events |
Process feedback events |
Utilities & Tracking (8)
| Tool | Description |
|---|---|
track_model_run |
Track model execution |
prov_track_model_run |
Track with provenance |
prov_log_decision |
Log decision |
prov_start_activity |
Start activity |
prov_create_entity |
Create entity |
prov_end_activity |
End activity |
prov_status |
Get provenance status |
closed_loop |
Execute closed loop |
Integration Modules (481 Tools)
Meta Operations (19 tools)
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 tools)
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 tools)
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 tools)
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 (14 tools)
edge_register_model, edge_infer, edge_triton_infer, edge_emit_event, edge_get_gate_status, edge_set_gate_status, edge_get_cate, edge_update_cate, edge_get_rollup, edge_consume_events, edge_list_models, edge_delete_model, edge_status, edge_security_check
Journey Scoring Autopilot (10 tools)
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 (12 tools)
guardrail_evaluate, guardrail_check_rule, guardrail_list_rules, guardrail_get_rule, guardrail_add_rule, guardrail_update_rule, guardrail_delete_rule, guardrail_get_cooldowns, guardrail_clear_cooldown, guardrail_get_violations, guardrail_rollback, guardrail_status
Agent Simulation Framework (20 tools)
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 tools)
circuit_breaker, control_plane_status, detect_anomaly, learn_update, promote_policy, revert_policy, route_audience, route_creative, spend_pacing
Edge ROI Inference (9 tools)
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 (18 tools)
kg_create_campaign, kg_create_audience, kg_create_creative, kg_create_touchpoint, kg_record_event, kg_record_conversion, kg_get_journey, kg_query, kg_traverse, marketing_asset, marketing_attribution, marketing_campaign, marketing_channel, marketing_conversion, marketing_journey, marketing_touchpoint, marketing_uplift, marketing_user
Streaming AI Tools (9 tools)
checkpoint_create, checkpoint_list, checkpoint_rollback, streaming_connect, streaming_send, streaming_subscribe, validate_tool_schema, webrtc_connect, webrtc_latency
Ads GA4 KG Pipeline (8 tools)
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 tools)
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 tools)
aem_conversion, batch_conversions, conversion_status, google_conversion, ios_conversion, meta_conversion, track_conversion, validate_conversion
Platform Rollback (8 tools)
rollback_batch, rollback_execute, rollback_google_ads, rollback_history, rollback_meta_ads, rollback_preview, rollback_status, rollback_verify
Streaming Online Learning (8 tools)
sol_degrade, sol_drift, sol_ingest, sol_outcome, sol_reference, sol_select, sol_sli, sol_status
Conversion Tracking (9 tools)
creative_test, funnel_metrics, ga4_event, select_creative, signal_flow, track_conversion, user_journey, conversion_validate, conversion_status
KG Projections (8 tools)
kg_edge, kg_node, kg_reasoning_path, kg_signal_health, kg_top_signals, kg_touchpoint, kg_user_funnel, kg_projection_status
Neuro Symbolic Media (7 tools)
media_create_asset, media_decide, media_ingest_signal, media_optimize_channels, media_retrieve, media_rotate_creative, media_status
Policy Engine (7 tools)
policy_create, policy_evaluate, policy_execute, policy_history, policy_list, policy_rollback, policy_status
Value Based Bidding (7 tools)
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 tools)
autopilot_execute, autopilot_get_recommendations, autopilot_get_state, autopilot_pause, autopilot_resume, autopilot_set_constraints, autopilot_status
Provenance Tracking (7 tools)
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 tools)
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 tools)
uplift_bid_multiplier, uplift_create_experiment, uplift_estimate, uplift_lift_gate_check, uplift_pacing_run, uplift_pacing_status
Decision Gateway (7 tools)
decision_allocate, decision_gateway_status, decision_ingest_events, decision_next_best_action, decision_score, decision_cate_to_bid, decision_check_eligibility
Creative Fatigue (6 tools)
creative_fatigue_assess, creative_fatigue_rotate, creative_fatigue_status, creative_pool_add, creative_pool_get_replacement, creative_thompson_sample
Cross Platform Attribution (6 tools)
attribution_hash_identifier, attribution_ingest_event, attribution_push_weights, attribution_record_conversion, attribution_run_nightly_job, attribution_status
Ads Decision (10 tools)
ads_bid, ads_budget, ads_creative, ads_decision_status, ads_pause, ads_targeting, decision_score_tools, decision_execute, decision_rollback, decision_quarantine_tool
Salesforce Email Activity (6 tools)
sfmc_ingest_all, sfmc_ingest_contacts, sfmc_ingest_email_events, sfmc_ingest_email_jobs, sfmc_retention_check, sfmc_status
Platform Compliance (6 tools)
consent_get_default, eu_political_ads_check, eu_political_ads_declare, event_ingest_unified, ga4_send_event_eu, platform_compliance_status
Change Detection (8 tools)
change_compare, change_detect, change_get_history, change_rollback, change_status, change_validate, change_watch, change_webhook
Uplift Policy Validation (8 tools)
policy_cuped_estimate, policy_dr_learner, policy_get_weights, policy_qini_validate, policy_simulate, policy_status, policy_validate, policy_variance_reduction
ReLU Threshold Agents (9 tools)
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 tools)
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
Journey Stall Detection (11 tools)
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 tools)
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
Executable Counterfactual Engine (4 tools)
cf_abduct, cf_execute, cf_intervene, cf_predict
Difficulty Aware Orchestrator (5 tools)
orch_assess_difficulty, orch_create_task, orch_execute, orch_get_workflow, orch_status
Guardrailed ROI Optimizer (4 tools)
roi_estimate_cate, roi_optimize, roi_status, roi_validate_policy
Unified Tool Registry (4 tools)
registry_eval, registry_invoke, registry_list, registry_rollout
API Governance (4 tools)
governance_check_quota, governance_record_usage, governance_status, ga4_run_report
Early Reroute Intervention (8 tools)
evaluate_dropoff_risk, trigger_intervention, list_reroute_rules, create_intervention_experiment, select_experiment_arm, record_experiment_outcome, check_experiment_promotion, reroute_intervention_status
Edge Scoring (6 tools)
edge_score_event, edge_record_outcome, edge_get_drift_metrics, edge_recalibrate_weights, edge_load_weights, edge_scoring_status
Decision Policy (10 tools)
decision_score_tools, decision_execute, decision_rollback, decision_quarantine_tool, decision_release_tool, decision_get_graph, decision_get_safety_events, decision_update_weights, decision_register_tool, decision_policy_status
Complete Module List (53)
| # | Module | Tools |
|---|---|---|
| 1 | boss_agent_core | 245 |
| 2 | meta_operations_integration | 19 |
| 3 | agent_simulation_framework | 20 |
| 4 | marketing_kg_integration | 18 |
| 5 | streaming_voice_ui | 14 |
| 6 | edge_inference_integration | 14 |
| 7 | kg_guardrail_integration | 12 |
| 8 | autonomous_research_agent | 11 |
| 9 | journey_stall_detection_integration | 11 |
| 10 | unified_platform_integration | 11 |
| 11 | causal_bid_adjuster_integration | 10 |
| 12 | creative_test_deploy_integration | 10 |
| 13 | journey_scoring_autopilot | 10 |
| 14 | ads_decision_integration | 10 |
| 15 | decision_policy_integration | 10 |
| 16 | ads_control_plane_integration | 9 |
| 17 | edge_roi_inference_integration | 9 |
| 18 | streaming_ai_tools_integration | 9 |
| 19 | relu_threshold_agents | 9 |
| 20 | conversion_tracking_integration | 9 |
| 21 | ads_ga4_kg_pipeline_integration | 8 |
| 22 | budget_reallocator_integration | 8 |
| 23 | enhanced_conversions_integration | 8 |
| 24 | platform_rollback_integration | 8 |
| 25 | streaming_online_learning | 8 |
| 26 | change_detection_integration | 8 |
| 27 | uplift_policy_validation | 8 |
| 28 | kg_projections_integration | 8 |
| 29 | early_reroute_integration | 8 |
| 30 | neuro_symbolic_media_integration | 7 |
| 31 | policy_engine_integration | 7 |
| 32 | value_based_bidding_integration | 7 |
| 33 | media_autopilot_integration | 7 |
| 34 | provenance_tracking_integration | 7 |
| 35 | research_ops_contract | 7 |
| 36 | decision_gateway_integration | 7 |
| 37 | uplift_pacing_integration | 6 |
| 38 | creative_fatigue_integration | 6 |
| 39 | cross_platform_attribution_integration | 6 |
| 40 | salesforce_email_activity_integration | 6 |
| 41 | platform_compliance_integration | 6 |
| 42 | edge_scoring_integration | 6 |
| 43 | difficulty_aware_orchestrator | 5 |
| 44 | autonomous_research_patterns_v2 | 10 |
| 45 | executable_counterfactual_engine | 4 |
| 46 | guardrailed_roi_optimizer | 4 |
| 47 | unified_tool_registry | 4 |
| 48 | api_governance_integration | 4 |
| 49 | knowledge_graph_brain_integration | 5 |
| 50 | stepwise_kg_reasoner | 5 |
| 51 | mcp_capability_registry | 4 |
| 52 | srpvdal_autonomous_integration | 4 |
| 53 | connector_capability_discovery | 8 |
Total: 726 tools across 53 modules
Skills by Category
Causal Reasoning & Inference
causal_classify,causal_estimate,causal_model,causal_scmcounterfactual,cf_abduct,cf_execute,cf_intervene,cf_predicttreatment_effect,feature_importance,research_causal_scm
Journey & User Scoring
journey_score,journey_risk,journey_intervention,journey_batchjourney_check_stall,journey_get_nba,journey_get_leaksautopilot_score_user,autopilot_batch_score,journey_compute_risk
Bidding & Budget
bid_adjust,bid_rollback,bid_get_elasticity,bid_set_constraintsbudget_reallocate,budget_rollback,budget_preview_shiftvbb_process_conversion,vbb_predict_ltv,vbb_optimize_target_roas
Creative & Testing
creative_start_test,creative_end_test,creative_promotecreative_fatigue_assess,creative_fatigue_rotatecreative_thompson_sample,creative_add_variant
ReLU Threshold Optimization
relu_discover_threshold,relu_amplify_signal,relu_exploit_thresholdrelu_compound_momentum,relu_get_playbook,relu_run_full_optimization
Simulation & Testing
sim_create_swarm,sim_run_scenario,sim_detect_driftsim_check_alignment,sim_ground_decision,sim_inject_shock
Governance & Compliance
governance_plan,governance_policy,governance_escalateguardrail_evaluate,guardrail_check_rule,guardrail_get_violationseu_political_ads_check,consent_get_default,platform_compliance_status
Attribution & Measurement
attribution_ingest_event,attribution_record_conversionattribution_push_weights,track_conversionmarketing_attribution,marketing_conversion
Quick Reference
Most Used Tools
| Tool | Use Case |
|---|---|
srpvdal_execute |
Run full 7-stage autonomous pipeline |
kg_brain_reason |
Unified neuro-symbolic reasoning |
journey_compute_risk |
Compute user risk score |
bid_adjust |
Adjust bids causally |
guardrail_evaluate |
Validate guardrails |
policy_evaluate |
Evaluate policies |
sim_run_scenario |
Run simulation |
attribution_record_conversion |
Track conversion |
moa_credibility_vote |
Credibility-weighted voting |
Status Check Tools
| Tool | Description |
|---|---|
integration_health_all |
All integrations |
platform_health |
Platform status |
autopilot_status |
Autopilot status |
guardrail_status |
Guardrail status |
policy_status |
Policy engine status |
sim_status |
Simulation status |
kg_brain_status |
KG Brain status |
srpvdal_autonomous |
SRPVDAL status |
Emergency Rollback Tools
| Tool | Description |
|---|---|
rollback_execute |
Execute rollback |
rollback_google_ads |
Rollback Google Ads |
rollback_meta_ads |
Rollback Meta Ads |
bid_rollback |
Rollback bid change |
budget_rollback |
Rollback budget |
creative_rollback |
Rollback creative |
autopilot_rollback |
Rollback autopilot |
guardrail_rollback |
Trigger guardrail rollback |
Version History
| Version | Date | Tools | Changes |
|---|---|---|---|
| 6.14.0 | Jan 26, 2026 | 726 | Complete tool audit and registry update |
| 6.14.0 | Jan 17, 2026 | 417 | CRE Underwriting Engine integration |
| 6.13.4 | Jan 16, 2026 | 410 | VSCode Extension |
| 6.13.3 | Jan 14, 2026 | 408 | Research Ops Contract |
| 6.13.0 | Jan 14, 2026 | 400 | Patent Integration (DCP, Delegation, Consensus, G2) |
| 6.12.5 | Jan 15, 2026 | 385 | ReLU Threshold Agents |
| 6.12.2 | Jan 14, 2026 | 376 | Autonomous Research Patterns V2 |
| 6.11.0 | Jan 13, 2026 | 366 | Neuro-Symbolic Media Integration |
| 6.10.0 | Jan 13, 2026 | 359 | Patent Compliance (SRPVDAL, MOA, Arbitration) |
Generated: January 26, 2026 Boss Agent Version: 6.14.0 Total MCP Tools: 726 Total Modules: 53