Cognitive Flexibility Release
v2.1.0Cognitive Flexibility Skill - AI cognitive flexibility with 4 modes. Supports automatic mode switching and metacognitive monitoring. Use when: - Complex reas...
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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
Capability signals
These labels describe what authority the skill may exercise. They are separate from suspicious or malicious moderation verdicts.
OpenClaw
Benign
high confidencePurpose & Capability
The name/description (cognitive flexibility with OOA/OODA/OOCA/OOHA modes) match the included implementation files (reasoner, controller, pattern matcher, self-assessor, usage monitor). There are no unrelated binaries, environment variables, or cloud credentials requested. The allowed tools (memory_search, web_search, Read/Write/Edit) are reasonable for a reasoning/monitoring skill that can consult memory and local files; sessions_send is listed but not used in the shown code.
Instruction Scope
SKILL.md and code instruct the agent to use tools (memory_search, web_search, Read/Write/Edit) and to log usage to local files. The code reads/writes only local files inside the skill (logs/, feedback files) and calls tools.memory_search when provided. There are no instructions to read arbitrary system files or to exfiltrate data to external endpoints. However: the allowed-tools list includes sessions_send and web_search (web_search is referenced in docs as an optional external verification step). If an agent is granted web_search or sessions_send at runtime those tools could transmit context externally — this is a capability the user should choose deliberately.
Install Mechanism
No install specification is provided (instruction-only for the platform) and there are no downloads or third‑party package installs in the manifest. The package includes only Python source that uses standard library modules. This is low-risk from an installation/extraction perspective.
Credentials
The skill declares no required environment variables, no primary credential, and no config paths. Code does not attempt to read process environment or secret files. This is proportionate to the skill's purpose.
Persistence & Privilege
always:false (default) and the skill does not request system-wide persistence. It writes diagnostic and usage logs under the skill's directory (logs/, feedback files) which is normal for monitoring. Autonomous invocation (model invocation enabled) is the platform default and not a unique privilege here.
Assessment
This skill appears coherent and implements the four cognitive modes as described. Before installing: 1) Confirm the skill source/owner (top-level metadata shows no homepage while the package files reference GitHub/ClawHub URLs); 2) Run the included tests locally (python tests/test_cognitive_skills.py) in a sandbox to validate behavior; 3) Note that the skill will create local logs/feedback files under its directory — review those files for any sensitive data your agent might write; 4) When granting runtime tools to the agent, be intentional: memory_search and local Read/Write are necessary for functionality, but web_search and sessions_send can cause data to be transmitted externally — disable them unless you need external lookups or inter-session messaging; 5) If you plan to publish or run the provided publish scripts, follow token/browser auth guidance carefully and avoid pasting sensitive tokens into logs or public places. If you want extra assurance, inspect the omitted files/tests for network calls or unexpected file system paths before enabling the skill for production workloads.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.