certainlogic-self-improving-stackCertainLogic's curated self-improving agent stack. Installs the 5 essential tools for reflection, proactivity, learning, memory, and skill extraction. Verifi...
Install via ClawdBot CLI:
clawdbot install certainlogicai/certainlogic-self-improving-stackGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
report → https://clawhub.ai/certainlogicai/skill-oracleCalls external URL not in known-safe list
https://certainlogic.ai/docs/self-improving-stackAI Analysis
The skill definition primarily describes a curated tool bundle and links to external documentation, but does not include any code that sends user data to external servers. The reported 'UNKNOWN_DATA_SINK' and 'UNDOCUMENTED_EXTERNAL' signals reference a report URL and a documentation URL, which are informational and not evidence of data exfiltration. No hidden instructions, credential harvesting, or obfuscation patterns are present in the provided definition.
Audited May 10, 2026 · audit v1.0
Usage Guide
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Scored May 15, 2026
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Local Python orchestration skill: multi-agent workflows via shared blackboard file, permission gating, token budget scripts, and persistent project context....
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks