TASKMASTER TRACK • AUTONOMOUS FINANCIAL INTEGRITY INVESTIGATOR

AI Reasons. Code Proves. Evidence Explains.

Quantitative trading models and execution systems silently decay through sign inversions, disguised losses, and double-counted fees. AuditVector orchestrates 6 Google ADK agents to autonomously investigate code ASTs, extract claims, reconstruct bottom-up deterministic FIFO lot matching, and formulate verified code patches tested in an isolated sandbox ($21,960.00 → $0.00) with strict human authorization guards.

🎯 User Sets Mission Goal

🤖 ADK Dynamically Routes Next Step

📐 Code Deterministically Proves Math

🛠️ Sandbox Verifies Patches to $0.00

🔒 Strict Human Approval Gate

FAILURE BENCHMARK 4 Planted Contradictions • FIS: 0/100 (Grade F)

IntegrityLab Alpha

Synthetic backtester containing 4 critical flaws: PnL sign inversion, disguised positive return on loss, fee double-deduction, and configuration fee drift ($44,140.00 capital at risk).

Target Code: strategy_alpha.py

Dataset: trades_alpha_failure.csv

Auto-Remediation: 4 Verified Patches ($0.00 Delta)

TRUST BENCHMARK 0 False Positives • FIS: 100/100 (Grade A+)

IntegrityLab Control

Mathematically sound quantitative baseline demonstrating that AuditVector verifies clean systems with zero hallucinations and dynamically skips remediation when variance is $0.00.

Target Code: control_strategy.py

Dataset: trades_control_case.csv

Integrity Verdict: 100% Mathematically Sound

REAL-WORLD DOGFOOD Production Quant System • FIS: 65.5/100 (Grade C)

AI-BIP Quantitative Engine

Real-world multi-token momentum engine. Proves $16,286.24 discrepancy (a 30.0484% erosion of reported $54,200.00 profit) against canonical transaction fills.

Target Code: backtest_engine.py

Dataset: trades_aibip_real.csv

Proven Drag: $16,286.24 (30.0484% Erosion)

⚙️ Configure Custom Target Repository & Transaction Dataset ▼

Target Project Name

Repository Source Path

Trade Execution Log CSV

Reported Summary JSON

AUTONOMOUS AUDIT MISSION IN PROGRESS

Target: IntegrityLab-Alpha

JOB: audit-init

ADAPTIVE INVESTIGATION PIPELINE PROGRESS 0%

01 / ADK MULTI-AGENT PIPELINE (6 AGENTS)

01

AUDIT PLANNER QUEUED

Formulating investigation pathways

scan_repository_ast 0.0s

02

REPO INVESTIGATOR QUEUED

AST calculation pathway mapping

ast_keyword_parser 0.0s

03

FINANCIAL INVESTIGATOR QUEUED

Extracting reported financial targets

load_normalized_trades 0.0s

04

CONTRADICTION INVESTIGATOR QUEUED

Executing deterministic verification

execute_reconciliation 0.0s

05

REMEDIATION AGENT QUEUED

Generating diffs & sandbox verification

verify_sandbox_patch 0.0s

06

REPORT AGENT QUEUED

Synthesizing executive report & contracts

evidence_contract_seal 0.0s

02 / ACTIVE INVESTIGATION TELEMETRY LIVE STREAM

FORENSIC EVENT STREAM 0 Events Logged

[00:00:00] [INIT] AuditVector asynchronous worker initialized.

03 / REAL-TIME METRIC RESOLUTION

CAPITAL AT RISK / VARIANCE

$0.00

Unreconciled balance discrepancy

Critical Contradictions 0

High Contradictions 0

Config / Model Warnings 0

Verified Sound Calculations 0

DETERMINISTIC VERIFICATION

✓ FIFO Bottom-Up Lot Matching

✓ Fee Deduction Double-Count Detector

✓ Polarity & Sign Contradiction Checker

✓ Evidence Contract Cryptographic Hash

⚠️

AUDITVECTOR FORENSIC VERDICT

CONTRADICTION DETECTED

AuditVector identified verified integrity failures where the software's reported results contradict underlying transactional evidence.

FINANCIAL INTEGRITY SCORE (FIS) GRADE F

24 / 100

TOTAL CAPITAL DISCREPANCY $44,140.00

Audited in 0.18s • 0 False Positives

FINANCIAL CLAIM VS. DETERMINISTIC REALITY GROUNDED PROOF

SOFTWARE'S REPORTED CLAIM report.json

Reported Net Realized PnL +$18,240.00

Reported Return: +18.24%

MATHEMATICAL VARIANCE

-$21,960.00

Capital Misstatement Discovered

CRITICAL CONTRADICTION

INDEPENDENT DETERMINISTIC PROOF pnl_recalculator_v2.2

Bottom-Up FIFO Reconstructed PnL -$3,720.00

Deterministic Return: -3.72%

CRITICAL CONTRADICTIONS

2 Polarity inversions & major PnL discrepancies

HIGH SEVERITY

1 Fee double-counting & aggregation flaws

CONFIG WARNINGS

1 Fee rate model parameter mismatches

VERIFIED SOUND

0 Claims matching deterministic recalculation

FILTER SEVERITY:

AUTONOMOUS REMEDIATION & VERIFICATION SANDBOX

Verified surgical unified diffs tested inside an isolated sandbox. Proven to drop discrepancy to $0.00 without modifying repository.

100% ISOLATED SANDBOX PROOF

AUDIT MISSION REPLAY & ADAPTIVE DECISION LOG

Step backward and forward through the 6-stage investigation to review intermediate evidence and ADK routing decisions.

Stage 1 of 6

ADK ADAPTIVE ROUTING DECISION LOG

CRYPTOGRAPHIC PROVENANCE GRAPH

Interactive Node-and-Edge Evidence Chains. Click any node to open the Forensic Inspector.

Source Code Raw Data Normalizer Deterministic Verifier Verified Finding

ASYNCHRONOUS AUDIT EXECUTION TIMELINE

Exact millisecond event log tracing each agent's execution, tool invocation, and verification state.