Agent Metacognition
v0.1.0Enables agents to self-monitor execution, reflect on tasks, analyze errors, and adjust learning strategies through metacognitive processes.
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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
Name and description (agent metacognition / self-monitoring and reflection) align with the shipped JS modules (SelfMonitor, ReflectionEngine, ExperienceStore). No unrelated binaries or credentials are requested.
Instruction Scope
SKILL.md shows how to require and use the library and does not instruct the agent to read files, env vars, or contact external endpoints. Minor note: examples reference an external 'agent' variable (agent.process(task)) that is assumed to exist in the caller environment — ensure callers provide appropriate context.
Install Mechanism
No install spec in registry; SKILL.md suggests running npm install which is consistent with the included package.json. package.json has no external dependencies and there are no downloads or archive extracts, so installation risk is low.
Credentials
The skill declares no required environment variables, no credentials, and the code does not access process.env or external config. All in-memory data structures are local to the process.
Persistence & Privilege
Registry flags are default (always:false, agent invocation allowed). The code keeps data in memory (ExperienceStore, sessions) and does not modify other skills, system settings, or persist data to disk or external services.
Assessment
This package appears to be a self-contained, in-process metacognition library (monitoring, reflection, experience store) and does not request secrets or perform network calls. Before installing: (1) run it in a sandboxed/test agent to confirm behavior; (2) verify the example usage is adapted to your agent (the SKILL.md references an 'agent' object that must be provided by your environment); (3) note that experiences and reflections are stored in memory (no persistence) so data is ephemeral unless you modify the code; (4) review the full source if you plan to use it in production—look for any future changes that might add I/O, network, or credential access. The package author/source is listed as unknown, so use usual caution when running third-party code.Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.