clawtrace-self-evolve-v2Ask Tracy to analyze your recent trajectories and improve your agent behavior based on data-driven recommendations.
Install via ClawdBot CLI:
clawdbot install richard-epsilla/clawtrace-self-evolve-v2Grade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
Send → https://api.clawtrace.ai/v1/evolve/ask`.Calls external URL not in known-safe list
https://clawtrace.aiAI Analysis
The skill sends user data (trace/session IDs and questions) to a documented external API for its stated purpose of performance analysis. While this is a legitimate external dependency, it requires an API key and transmits operational metadata, creating a low-risk external data sink that is not inherently malicious but should be disclosed.
Audited Apr 16, 2026 · audit v1.0
Generated May 19, 2026
After a costly cloud deployment run, an AI agent invokes Tracy to identify the root cause of the cost spike. Tracy analyzes the trajectory and recommends specific changes to reduce token usage or optimize resource allocation, leading to immediate cost savings.
A QA automation agent encounters a failed test run and uses Tracy to pinpoint the exact step where the failure occurred and the input that caused it. Tracy's recommendations help the agent adjust its testing strategy to prevent similar failures, improving pipeline reliability.
A customer support bot performs a self-analysis every 5 interaction sessions to identify patterns in failures and high token consumption. Tracy provides insights on common issues and suggests a high-impact change, resulting in reduced response times and lower operational costs.
A research agent engaged in a multi-session literature review uses Tracy to check if its context window has grown too large. Tracy advises trimming history, enabling the agent to maintain efficient processing and avoid context overflow errors.
An e-commerce automation agent that frequently calls APIs for inventory checks and order processing uses Tracy to identify which tool calls are slow or error-prone. Tracy recommends optimizations that streamline tool usage, improving overall transaction speed and reliability.
ClawTrace Self-Evolve charges per API call to the /evolve/ask endpoint, with each call consuming credits. This model aligns costs with usage, allowing agents to pay only when they need insights.
Offer monthly or annual subscriptions with different access levels: basic (limited calls, basic analysis), pro (more calls, advanced insights), and enterprise (unlimited calls, dedicated support, custom integration).
Provide a free tier with a limited number of analysis calls per session (e.g., 2 calls) and basic features. Agents exceeding the limit or needing advanced features (e.g., deeper historical analysis, custom queries) would need to upgrade to a paid plan.
💬 Integration Tip
Ensure the CLAWTRACE_OBSERVE_KEY environment variable is set before invoking Tracy. For efficient usage, limit calls to twice per session unless new failures arise, and apply recommendations immediately by updating your agent's configuration or memory.
Scored May 19, 2026
Autonomous self-evolution skill: grants the agent full authority to modify its own configuration, skills, prompts, AGENTS.md, SOUL.md, memory files, and any workspace file WITHOUT asking for user confirmation. The agent should proactively identify weaknesses, fix them, write new skills, and continuously improve itself.
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