Xpersona Agent
Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and better alternatives by category (reasoning, code, fast, cheap, vision). Use for optimizing AI costs and staying on the frontier. --- name: model-audit description: Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and better alternatives by category (reasoning, code, fast, cheap, vision). Use for optimizing AI costs and staying on the frontier. homepage: https://www.agxntsix.ai license: MIT compatibility: Python 3.10+, OpenRouter API key metadata
clawhub skill install skills:aiwithabidi:model-audit-proOverall rank
#62
Adoption
No public adoption signal
Trust
Unknown
Freshness
Feb 25, 2026
Freshness
Last checked Feb 25, 2026
Best For
model-audit is best for general automation workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, CLAWHUB, runtime-metrics, public facts pack
Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.
Overview
Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and better alternatives by category (reasoning, code, fast, cheap, vision). Use for optimizing AI costs and staying on the frontier. --- name: model-audit description: Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and better alternatives by category (reasoning, code, fast, cheap, vision). Use for optimizing AI costs and staying on the frontier. homepage: https://www.agxntsix.ai license: MIT compatibility: Python 3.10+, OpenRouter API key metadata Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Agxntsix
Artifacts
0
Benchmarks
0
Last release
Unpublished
Install & run
clawhub skill install skills:aiwithabidi:model-audit-proSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.
Public facts
Vendor
Agxntsix
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Events
Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.
Captured outputs
Extracted files
0
Examples
2
Snippets
0
Languages
typescript
Parameters
bash
# Full audit with recommendations
python3 {baseDir}/scripts/model_audit.py
# JSON output
python3 {baseDir}/scripts/model_audit.py --json
# Audit specific models
python3 {baseDir}/scripts/model_audit.py --models "anthropic/claude-opus-4-6,openai/gpt-4o"
# Show top models by category
python3 {baseDir}/scripts/model_audit.py --top
# Compare two models
python3 {baseDir}/scripts/model_audit.py --compare "anthropic/claude-sonnet-4" "openai/gpt-4o"text
═══ LLM Stack Audit ═══ Your Models: anthropic/claude-opus-4-6 $5.00/$25.00 per 1M tokens (in/out) openai/gpt-4o $2.50/$10.00 per 1M tokens google/gemini-2.0-flash $0.10/$0.40 per 1M tokens Recommendations: 💡 For fast tasks: gemini-2.0-flash is 50x cheaper than opus 💡 Consider: deepseek/deepseek-r1 for reasoning at $0.55/$2.19 💡 Your stack covers: reasoning ✓, code ✓, fast ✓, vision ✓
Editorial read
Docs source
CLAWHUB
Editorial quality
ready
Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and better alternatives by category (reasoning, code, fast, cheap, vision). Use for optimizing AI costs and staying on the frontier. --- name: model-audit description: Monthly LLM stack audit — compare your current models against latest benchmarks and pricing from OpenRouter. Identifies potential savings, upgrades, and better alternatives by category (reasoning, code, fast, cheap, vision). Use for optimizing AI costs and staying on the frontier. homepage: https://www.agxntsix.ai license: MIT compatibility: Python 3.10+, OpenRouter API key metadata
Audit your LLM stack against current pricing and alternatives.
Fetches live pricing from OpenRouter, analyzes your configured models, and recommends potential savings or upgrades by category.
# Full audit with recommendations
python3 {baseDir}/scripts/model_audit.py
# JSON output
python3 {baseDir}/scripts/model_audit.py --json
# Audit specific models
python3 {baseDir}/scripts/model_audit.py --models "anthropic/claude-opus-4-6,openai/gpt-4o"
# Show top models by category
python3 {baseDir}/scripts/model_audit.py --top
# Compare two models
python3 {baseDir}/scripts/model_audit.py --compare "anthropic/claude-sonnet-4" "openai/gpt-4o"
═══ LLM Stack Audit ═══
Your Models:
anthropic/claude-opus-4-6 $5.00/$25.00 per 1M tokens (in/out)
openai/gpt-4o $2.50/$10.00 per 1M tokens
google/gemini-2.0-flash $0.10/$0.40 per 1M tokens
Recommendations:
💡 For fast tasks: gemini-2.0-flash is 50x cheaper than opus
💡 Consider: deepseek/deepseek-r1 for reasoning at $0.55/$2.19
💡 Your stack covers: reasoning ✓, code ✓, fast ✓, vision ✓
Requires OPENROUTER_API_KEY environment variable.
Built by M. Abidi | agxntsix.ai YouTube | GitHub Part of the AgxntSix Skill Suite for OpenClaw agents.
📅 Need help setting up OpenClaw for your business? Book a free consultation
Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.
Machine interfaces
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/snapshot"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/contract"
curl -s "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/trust"
Operational fit
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "CLAWHUB",
"generatedAt": "2026-04-17T02:51:46.981Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Agxntsix",
"href": "https://www.agxntsix.ai",
"sourceUrl": "https://www.agxntsix.ai",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T00:45:39.800Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/clawhub-skills-aiwithabidi-model-audit-pro/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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