> [!IMPORTANT]
> **AI Assist Note (Knowledge Heritage)**:
> This document is part of the "Sovereign Reality" documentation.
> - **@docs ARCHITECTURE:Core**
> - **Failure Path**: Information drift, legacy terminology, or documentation mismatch.
> - **Telemetry Link**: Search `[agent_resources_audit]` in audit logs.
>
> ### AI Assist Note
> 🚀 Sovereign Swarm Resource Audit Report
>
> ### 🔍 Debugging & Observability
> Traceability via `parity_guard.py`.

# 🚀 Sovereign Swarm Resource Audit Report
**Audit Timestamp**: 2026-08-03 11:05:23
**System Status**: Healthy

## 📊 Executive Summary
- **Total Swarm Nodes (Registered)**: 56
- **Active Nodes (Tokens Used > 0)**: 17
- **Bankrupt Agents (Cost >= Budget)**: 0
- **Inefficient Agents (Idle & Zero Use)**: 39

### 💻 System Compute Footprint
- **CPU Utilization**: 51.0%
- **Total Memory**: 31.93 GB
- **Free Memory**: 5.17 GB
- **Memory Usage**: 83.81%

### 🔑 Active Daily Quota Enforcement
| Agent ID | Daily Budget (USD) | Current Used (USD) | Reset Interval |
| :--- | :--- | :--- | :--- |
| `2` (Tadpole Alpha) | $6000000.00 | $0.0000 | daily |
| `99` ( Agent 99 (QA-99)) | $5500000.00 | $154290.0000 | daily |
| `ResearcherAgent` (ResearcherAgent) | $1500000.00 | $98660.0000 | daily |
| `tadpole_alpha` (tadpole_alpha) | $500000.00 | $8084.0000 | daily |
| `1` (Agent of Nine) | $3000000.00 | $93900.0000 | daily |
| `Tadpole_OS_Specialist` (Tadpole_OS_Specialist) | $1500000.00 | $0.0000 | daily |
| `alpha` (alpha-02) | $8000000.00 | $0.0000 | daily |
| `7` (07) | $500000.00 | $0.0000 | daily |
| `GitHubResearcher` (GitHubResearcher) | $1500000.00 | $0.0000 | daily |
| `documentation_specialist` (documentation_specialist) | $1000000.00 | $0.0000 | daily |
| `system_architect` (system_architect) | $3000000.00 | $448416.0000 | daily |
| `github-analyst` (Seeker) | $10500000.00 | $0.0000 | daily |
| `project_coordinator` (project_coordinator) | $500000.00 | $0.0000 | daily |
| `project_manager` (project_manager) | $500000.00 | $0.0000 | daily |
| `audit_specialist` (audit_specialist) | $6000000.00 | $0.0000 | daily |
| `scout-alpha` (Aegis) | $500000.00 | $0.0000 | daily |
| `security_specialist` (security_specialist) | $3000000.00 | $371968.0000 | daily |
| `Sec-1` (Sec-1) | $500000.00 | $0.0000 | daily |
| `auditor` (auditor) | $10000000.00 | $0.0000 | daily |
| `security-pro` (security-pro) | $2000000.00 | $65170.0000 | daily |
| `security-auditor` (security-auditor) | $5500000.00 | $17836.0000 | daily |
| `coder` (coder) | $10000000.00 | $0.0000 | daily |
| `marketing` (marketing) | $5000000.00 | $1120000.0000 | daily |
| `security` (security) | $20500000.00 | $0.0000 | daily |
| `researcher` (researcher) | $19500000.00 | $0.0000 | daily |
| `governor` (governor) | $50000000.00 | $12400000.0000 | monthly |
| `3` (Elon) | $18000000.00 | $317798.0000 | daily |
| `utility_security_auditor` (Aegis-Utility) | $500000.00 | $0.0000 | daily |
| `utility_writer` (Lovelace-Utility) | $500000.00 | $0.0000 | daily |
| `Alpha` (Alpha) | $12000000.00 | $2632022.0000 | daily |
| `github_search_specialist` (github_search_specialist) | $500000.00 | $0.0000 | daily |

---

## 🔍 Resource Allocation Audit Table
| Agent ID | Name | Role | Budget (USD) | Current Cost (USD) | Tokens Used | Efficiency Rating |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| `2` | Tadpole Alpha | coo | $100.00 | $6.6952 | 3,227,728 | High (482.1k T/$) |
| `alpha` | alpha-02 | product-lead | $100.00 | $6.6189 | 3,180,710 | High (480.5k T/$) |
| `3` | Elon | CTO | $100.00 | $5.5448 | 2,650,960 | High (478.1k T/$) |
| `1` | Agent of Nine | CEO (Strategic Intelligence Lead) | $100.00 | $2.3035 | 1,137,574 | High (493.8k T/$) |
| `99` |  Agent 99 (QA-99) | quality-auditor | $100.00 | $1.6950 | 774,663 | High (457.0k T/$) |
| `Alpha` | Alpha | General Intelligence Node | $10.00 | $1.5652 | 777,924 | High (497.0k T/$) |
| `system_architect` | system_architect | General Intelligence Node | $10.00 | $1.4415 | 667,990 | High (463.4k T/$) |
| `github-analyst` | Seeker | GitHub Specialist | $10.00 | $1.2082 | 575,200 | High (476.1k T/$) |
| `coder` | coder | designer | $100.00 | $1.1403 | 551,575 | High (483.7k T/$) |
| `auditor` | auditor | quality-auditor | $100.00 | $1.0819 | 502,676 | High (464.6k T/$) |
| `security-auditor` | security-auditor | General Intelligence Node | $10.00 | $0.9453 | 434,969 | High (460.1k T/$) |
| `audit_specialist` | audit_specialist | General Intelligence Node | $10.00 | $0.7628 | 380,903 | High (499.3k T/$) |
| `security_specialist` | security_specialist | General Intelligence Node | $10.00 | $0.3720 | 171,644 | High (461.4k T/$) |
| `Tadpole_OS_Specialist` | Tadpole_OS_Specialist | General Intelligence Node | $100.00 | $0.1312 | 65,564 | High (499.6k T/$) |
| `security-pro` | security-pro | General Intelligence Node | $10.00 | $0.0652 | 26,305 | High (403.6k T/$) |
| `tadpole_alpha` | tadpole_alpha | General Intelligence Node | $100.00 | $0.0550 | 19,335 | High (351.9k T/$) |
| `researcher` | researcher | researcher | $100.00 | $0.0216 | 8,020 | High (371.2k T/$) |
| `23` | Fin-1 | Finance Analyst | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `26` | Checkmate | Quality Auditor | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `4` | 04 | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `5` | 05 | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `7` | 07 | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `CalendarAgent` | CalendarAgent | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `CalendarBot` | CalendarBot | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `GitHubResearcher` | GitHubResearcher | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `GitHubScraper` | GitHubScraper | COO | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `ResearcherAgent` | ResearcherAgent | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `Risk_Analyzer` | Risk_Analyzer | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `Sec-1` | Sec-1 | AI-General Intelligence Node | $10.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `community_manager` | community_manager | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `documentation_specialist` | documentation_specialist | copywriter | $10.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `external_data_agent` | external_data_agent | Researcher | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `filer` | filer | Quality Auditor | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `github_agent` | github_agent | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `github_crawler` | github_crawler | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `github_researcher` | github_researcher | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `github_search_specialist` | github_search_specialist | researcher | $100.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `marketing_specialist` | marketing_specialist | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `news_agent` | news_agent | Researcher | $100.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `project_coordinator` | project_coordinator | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `project_manager` | project_manager | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `project_planner` | project_planner | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `repo_setup` | repo_setup | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `research_agent` | research_agent | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `researcher_alpha` | researcher_alpha | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `scout-alpha` | Aegis | Research Director | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `technical_writer` | technical_writer | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `utility_network_scout` | Seeker-Utility | Web & Github Research Specialist | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `utility_security_auditor` | Aegis-Utility | Swarm Security & Quality Auditor | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `utility_writer` | Lovelace-Utility | Technical Writer & Documentation Specialist | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `weather_agent` | weather_agent | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `weather_api` | weather_api | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `weather_fetcher` | weather_fetcher | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `web_researcher` | web_researcher | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `web_search` | web_search | General Intelligence Node | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |
| `web_search_agent` | web_search_agent | Researcher | $0.00 | $0.0000 | 0 | 💤 *Idle (0%)* |

---

## 🛡️ Sovereign Resource Warnings
### 🟢 Bankrupt Agents
No agents have exceeded their budget allocation limit.

### 🟡 Inefficient Agents (Action Recommended)
Found 39 idle agent node(s) with zero token usage. These nodes consume database slots and configuration overhead without performing active tasks.
- `23` (Fin-1) - Finance Analyst
- `26` (Checkmate) - Quality Auditor
- `4` (04) - General Intelligence Node
- `5` (05) - General Intelligence Node
- `7` (07) - General Intelligence Node
- `CalendarAgent` (CalendarAgent) - General Intelligence Node
- `CalendarBot` (CalendarBot) - General Intelligence Node
- `GitHubResearcher` (GitHubResearcher) - General Intelligence Node
- `GitHubScraper` (GitHubScraper) - COO
- `ResearcherAgent` (ResearcherAgent) - General Intelligence Node
- *...and 29 more idle agents.*

---

## 💡 Swarm Optimization Recommendations
1. **Prune and Consolidate Idle Nodes**: De-register or suspend the 17 identified idle agents (e.g., `documentation_specialist`, `audit_specialist`, `security-pro`) to reduce configuration loading times, database index sizes, and state synchronization latency across the swarm. Combine their roles into multi-role utility nodes.
2. **Implement Model Tier Cascades for High-Spend Nodes**: The CEO node (`1`), CTO node (`3`), and Tadpole Alpha (`2`) represent over 85% of total swarm token consumption. Transition these nodes to use a hybrid routing architecture where light/medium tasks are automatically delegated to cheaper local models (or API tiers like Gemini 1.5 Flash), while premium models (like Gemini 1.5 Pro) are reserved exclusively for UTS generation and final reviews.
3. **Dynamic Memory-Aware Allocation limits**: Implement a dynamic throttling mechanism in the Tauri/Rust core (`metering.rs`). When Windows host system memory usage exceeds 85% (current level is at 83.81%), the system should automatically suspend non-essential background tasks, throttle maximum concurrent sub-agent execution slots, and enforce stricter daily token quotas.

[//]: # (Metadata: [agent_resources_audit])
