Helper Center

The deterministic automation registry driving token savings

Registered helpers

15

Automation rate

100%

Tokens saved

1,203,300

lifetime

Tasks executed

1,337

Helper Categories

Operations

3

248 uses

Recruiting

1

44 uses

Compliance

1

22 uses

Reporting

1

121 uses

Risk

1

121 uses

SelfHealing

6

241 uses

Most Used

triage_issue510 uses
extract_risks121 uses
extract_open_items121 uses

Least Used

restore_bot1 uses
classify_request6 uses
extract_market_requirements22 uses

Registered Helpers

15
triage_issueResolutionv1.0.0

Match a critical/high issue to a known remediation playbook and produce a recommend-only resolution packet.

510

uses · ~459,000 saved

owner: Issue Resolution Botruntime: ~4msin: findingout: resolution_packet
extract_risksRiskv1.0.0

Detect active risks from Risk Register tables and risk-keyword lines, ranked by severity and recency.

121

uses · ~108,900 saved

owner: AI Risk Managerruntime: ~38msin: docs, synthout: ranked_findings[kind=risk]
extract_open_itemsOperationsv1.0.0

Collect open/blocked/pending table rows and unchecked task checkboxes across an agent's sources.

121

uses · ~108,900 saved

owner: AI COOruntime: ~29msin: docs, synthout: ranked_findings[kind=open]
extract_prioritiesOperationsv1.0.0

Surface priority markers from goal docs and P0/P1/High/Pending sections.

121

uses · ~108,900 saved

owner: AI COOruntime: ~22msin: docs, synthout: ranked_findings[kind=priority]
derive_recommendationsReportingv1.0.0

Turn ranked risks/open-items/priorities into recommend-only next actions.

121

uses · ~108,900 saved

owner: AI COOruntime: ~11msin: risks, opens, priorities, synthout: ranked_findings[kind=recommendation]
integrity_botSelfHealingv1.0.0

Verify every required data file exists and is valid UTF-8 JSON (self-diagnostic).

63

uses · ~56,700 saved

owner: Guardianruntime: ~6msin: data_dir, requiredout: bad_files
freshness_botSelfHealingv1.0.0

Detect stale synthesized data by comparing manifest age to a threshold.

63

uses · ~56,700 saved

owner: Guardianruntime: ~2msin: data_dir, max_age_secondsout: stale, age_seconds
prune_botSelfHealingv1.0.0

Housekeeping — keep only the newest N backups/snapshots, delete the rest.

60

uses · ~54,000 saved

owner: Guardianruntime: ~5msin: dir, keepout: pruned, kept
match_brokersRecruitingv1.0.0

Compute EverDriven/CST driver eligibility from the vault registry and reconcile operator-provided exports; surface dual-eligible drivers.

44

uses · ~39,600 saved

owner: AI Recruiterruntime: ~12msin: vault_path, inbox_dirout: eligibility
backup_botSelfHealingv1.0.0

Snapshot data/ + registry into a timestamped backup before any repair.

30

uses · ~27,000 saved

owner: Guardianruntime: ~18msin: data_dir, backups_dirout: backup_dir, files
learn_patternsResolutionv1.0.0

Count recurring issue signatures and propose an auto-fix helper once one recurs past threshold (learning loop).

30

uses · ~27,000 saved

owner: Issue Resolution Botruntime: ~3msin: counts, thresholdout: learned
diagnose_agent_healthSelfHealingv1.0.0

Diagnose why an agent's health is below target, project the health resolving top risks would yield, and count resolutions needed to reach target.

24

uses · ~21,600 saved

owner: AI Health Nurseruntime: ~5msin: agent, health, risks, opens_count, targetout: diagnosis
extract_market_requirementsCompliancev1.0.0

Learn each market's driver requirements from the vault Driver Activation Requirements Matrix (no website scraping).

22

uses · ~19,800 saved

owner: AI Compliance Officerruntime: ~8msin: vault_pathout: market_requirements
classify_requestOperationsv1.0.0

Deterministically route a user request to the responsible agent(s) via intent + keyword scoring.

6

uses · ~5,400 saved

owner: Task Routerruntime: ~3msin: request, routing_cfg, agent_idsout: route_decision
restore_botSelfHealingv1.0.0

Restore a corrupt/missing data file from the most recent valid backup.

1

uses · ~900 saved

owner: Guardianruntime: ~9msin: data_dir, backups_dir, fileout: restored, from