analysisAudits an AI agent's own setup — workspace, config, memory, skills, jobs, integrations — and reports what is broken, exposed, or wasteful. Use when asked to check the system, run a health check, or diagnose the setup, or when something feels off or the agent got slow or expensive; when a token, key, or .env may be exposed in a file, config, or git history; when permissions or auto-approve rules look too broad; when a scheduled job stops firing, runs twice, or fails silently; when sessions or subagents pile up or loop; when memory files bloat, go stale, contradict, or fall out of their index; when skills collide, never activate, or point at missing files; when an integration returns 401 or 429 or goes quiet; when token spend or context size jumps; and when the same finding keeps coming back. Not for vetting third-party skill code (`skill-audit`), workspace persona and proactivity tuning (`openclaw-workspace`), application monitoring (`monitoring`), or statistical analysis of a dataset.
Install via ClawdBot CLI:
clawdbot install ivangdavila/analysisGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
A DevOps team uses the Analysis skill to perform a quick security and operational audit before deploying a new microservice. It identifies exposed API keys in a configuration file and a broken cron job for log rotation, allowing immediate fixes to prevent security breaches and operational failures.
An e-commerce company runs a full audit after customers report slow checkout processes. The skill detects memory bloat in the caching system and orphaned session files, leading to optimizations that improve site speed and user experience during peak sales events.
A bank employs the Analysis skill for a targeted check on security configurations to meet regulatory requirements. It uncovers permission issues in sensitive data directories and stale encryption keys, enabling remediation to ensure compliance with financial standards like PCI-DSS.
A healthcare provider uses the skill to diagnose why patient record updates are lagging. It finds unreachable APIs for data synchronization and inefficient file storage practices, resulting in streamlined operations and better data integrity for critical health records.
Offer the Analysis skill as part of a premium DevOps platform subscription, charging monthly fees per user or workspace. Revenue comes from enterprises needing continuous system monitoring and automated remediation to reduce downtime and security risks.
Monetize the skill by charging per analysis run or based on the depth of checks performed (e.g., quick vs. full audits). This model appeals to small businesses or freelancers who need occasional system diagnostics without long-term commitments.
Sell annual licenses to large organizations for unlimited access to the Analysis skill, including custom checks and integration support. Revenue is generated through high-value contracts that include training and priority support for critical system audits.
💬 Integration Tip
Integrate with existing monitoring tools like Prometheus or Datadog to trigger analyses automatically based on performance alerts, ensuring proactive system health management without manual intervention.
Scored Apr 19, 2026
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