A comprehensive suite of auditing tools designed to secure and optimize the operational ecosystem of AI agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install firm-ecosystem-audit-pack
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install firm-ecosystem-audit-pack using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Firm Ecosystem Audit Pack?
The Firm Ecosystem Audit Pack is a specialized collection of tools designed to ensure the stability, security, and efficiency of AI workflows. By integrating these Openclaw Skills, developers can perform deep audits on MCP firewall policies, RAG pipeline integrity, and sandbox execution environments, ensuring that every component of the AI ecosystem is functioning within safe and expected parameters.
Beyond security, this pack provides critical visibility into the operational costs and context management of AI sessions. It features robust mechanisms for tracking data provenance via SHA-256 chains and optimizing token budgets, making it an essential resource for teams scaling their agentic infrastructure using Openclaw Skills.
Firm Ecosystem Audit Pack Use Cases
- Validating MCP tool call firewall policies to prevent unauthorized agent actions.
- Auditing RAG pipeline integrity to ensure accurate and secure data retrieval.
- Monitoring sandbox execution security to mitigate risks during code execution.
- Tracking session costs and optimizing token usage for large-scale deployments.
- Maintaining a transparent SHA-256 provenance chain for high-compliance AI operations.
How Firm Ecosystem Audit Pack Works
- Initialize the audit pack within your environment to gain access to the 7 specialized diagnostic tools.
- Run the MCP firewall and sandbox checks to verify that your security boundaries are correctly configured for Openclaw Skills.
- Execute the RAG pipeline and context health monitors to validate the quality and security of the data being fed to your models.
- Utilize the provenance tracker to generate an append-only chain of events for every action taken by the agent.
- Analyze session metrics using the cost analytics tool to receive data-driven recommendations for token budget optimization.
Firm Ecosystem Audit Pack Setup
To get started with this pack, ensure you have the required extensions installed in your environment.
# Install the required MCP extensions
pip install mcp-openclaw-extensions>=3.0.0
Add the skill to your project configuration:
skills:
- firm-ecosystem-audit-pack
You can then run specific audits using the CLI:
openclaw_mcp_firewall_check config_path=/path/to/config.json
Firm Ecosystem Audit Pack Data Schema & Taxonomy
The skill organizes its audit data into several key categories to provide a clear overview of ecosystem health:
| Category | Monitored Data | Purpose |
|---|---|---|
| Security | Firewall policies, Sandbox execution logs | Validation of security boundaries |
| Integrity | RAG pipeline status, Context window health | Ensuring logical and data consistency |
| Optimization | Token usage, session cost analytics | Financial and resource management |
| Compliance | SHA-256 provenance chain | Traceability and audit trails |
Firm Ecosystem Audit Pack Advanced Features
- SHA-256 append-only provenance tracking for verifiable agent activity logs.
- Real-time token budget optimization tailored for high-frequency Openclaw Skills usage.
- Automated sandbox security checks to prevent prompt injection or execution escapes.
- Detailed session cost analytics providing per-model and per-token breakdown for budget control.
SKILL.md
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