# INDEPENDENT AUDIT REPORT (ANTIGRAVITY CAREER OS EVIDENCE AUDIT)

**Audit Execution Timestamp:** 2026-09-03 03:18:08 IST  
**Auditor Authority:** Independent System Auditor (`independent_system_auditor.py`)  
**Audit Principle:** Zero-Trust Verification | Empirical File Inspection | Evidence-Backed Statuses  

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## 1. FILE INTEGRITY & SCHEMA AUDIT

| Artifact File Name | Expected Scale | Measured Rows | Size (Bytes) | Integrity Status | Last Modified |
| :--- | :--- | :--- | :--- | :--- | :--- |
| `linkedin_network_master.csv` | Known Scale | **9,223** | `2,587,358` | **INTACT** | `2026-08-26T00:10:21.489540` |
| `recruiter_evidence.csv` | Known Scale | **1,448** | `417,509` | **INTACT** | `2026-08-26T00:10:21.508367` |
| `job_to_connection_matches.csv` | Known Scale | **750** | `315,149` | **INTACT** | `2026-08-26T00:10:21.648050` |
| `61_job_complete_referral_audit.csv` | Known Scale | **61** | `20,966` | **INTACT** | `2026-08-26T00:10:21.675093` |
| `application_evidence.csv` | Known Scale | **61** | `22,410` | **INTACT** | `2026-08-26T00:10:21.682814` |
| `approval_queue.csv` | Known Scale | **50** | `26,048` | **INTACT** | `2026-08-26T00:11:03.292732` |
| `target_company_priority.csv` | Known Scale | **5,226** | `650,334` | **INTACT** | `2026-08-26T00:07:49.819385` |

---

## 2. 5-TIER AUTOMATION OUTCOME TESTS

Evaluating execution vs business outcome boundary across all autonomous scripts:

| Automation Script | Input Test | Process Test | Output Test | Integrity Test | Business Result Test | Authoritative Verdict |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| `career_365_days_continuous_engine.py` | **PASS** | `PASS (Exit 0)` | **PASS** | `PASS (Non-empty)` | `EXECUTION_SUCCESS (Asset generated; External actions pending approval)` | **EVIDENCE-BACKED (Execution Verified | Business Outcome Guarded)** |
| `daily_contact_database_maintenance_engine.py` | **PASS** | `PASS (Exit 0)` | **PASS** | `PASS (Non-empty)` | `EXECUTION_SUCCESS (Asset generated; External actions pending approval)` | **EVIDENCE-BACKED (Execution Verified | Business Outcome Guarded)** |
| `master_career_autopilot_daemon.py` | **PASS** | `PASS (Exit 0)` | **PASS** | `PASS (Non-empty)` | `EXECUTION_SUCCESS (Asset generated; External actions pending approval)` | **EVIDENCE-BACKED (Execution Verified | Business Outcome Guarded)** |
| `omega_v8_interview_conversion_engine.py` | **PASS** | `PASS (Exit 0)` | **PASS** | `PASS (Non-empty)` | `EXECUTION_SUCCESS (Asset generated; External actions pending approval)` | **EVIDENCE-BACKED (Execution Verified | Business Outcome Guarded)** |

---

## 3. EVIDENCE-GRADE 61-JOB REALITY AUDIT

Transparent decomposition of the 61-job pipeline into exact empirical sub-categories:

- **Total Target Jobs in Pipeline:** **61** (100.0%)
- **Jobs with Employee-Company Match:** **34 / 61** (55.7%)
- **Jobs with Recruiter-Company Match:** **19 / 61** (31.1%)
- **Jobs with Likely Hiring Manager Candidate Match:** **8 / 61** (13.1%)
- **Jobs with High-Confidence Contact (Score >= 70):** **17 / 61** (27.9%)
- **Jobs with No 1st-Degree Contact (Requires Direct ATS Portal Application):** **27 / 61** (44.3%)
- **Jobs with Confirmed Referral:** **0 / 61 (0.0%)** ? `UNKNOWN ? EVIDENCE REQUIRED` (Requires external contact agreement)
- **Jobs Actually Applied to (Submitted):** **0 / 61 (0.0%)** ? `DRAFT_READY` (Guarded in `application_evidence.csv`)
- **Jobs with Submission Confirmation ID:** **0 / 61 (0.0%)** ? `UNKNOWN ? EVIDENCE REQUIRED`

---

## 4. THE CAREER FUNNEL (EMPIRICAL CURRENT STATE)

```
Jobs Discovered (61)
  ??? Jobs Qualified (61)
        ??? Jobs With Network Contact (34)
        ?     ??? High-Confidence Contacts (17)
        ?     ?     ??? Human-Approved Outreach Staged (50 PENDING_APPROVAL)
        ?     ?           ??? Outreach Sent (0 ? Awaiting User Send)
        ?     ?                 ??? Responses (0 ? Awaiting External Reply)
        ?     ?                       ??? Confirmed Referrals (0 ? Awaiting Referral Consent)
        ?     ??? Jobs With No Network Contact (27 ? Direct ATS Mode)
        ??? Applications (0 Submitted | 61 DRAFT_READY)
              ??? Interviews (0 ? Awaiting Callbacks)
                    ??? Final Rounds (0)
                          ??? Offers (0)
```

---

## 5. RECLASSIFICATION AUDIT & ELIMINATED FALSE POSITIVES

1. **Recruiter Classification:** Reclassified from generic tag to `Recruiter_Classification = HEURISTIC` and `Recruiter_Verification = UNKNOWN / EVIDENCE-BACKED` based on canonical company link.
2. **Geography Grounding:** Replaced blind assignment of 'Bengaluru / India' with actual profile text evidence.
3. **Company Normalization:** Canonical aliases and match confidence (`HIGH`, `MEDIUM`, `LOW`) explicitly stored for every entity.
4. **Referral Terminology Separation:** Segregated into 5 distinct boolean columns (`Employee Match`, `Recruiter Match`, `Hiring Manager Candidate`, `Referral Opportunity`, `Confirmed Referral`).
5. **Application Status Discipline:** Applications marked strictly as `DRAFT_READY` in `application_evidence.csv` rather than claiming fake submission.
6. **Human Approval Enforcement:** All 50 outreach actions held under `PENDING_APPROVAL` in `approval_queue.csv`.

---

## 6. AUTHORITATIVE AUDIT VERDICT

**STATUS: EVIDENCE-BACKED & OPERATIONALLY READY (GUARDED)**  
All local datasets, normalization logic, and application assets are verified with intact integrity. Outbound external interactions are strictly governed under human-approval controls.