Adaptive Problem Solver
v1.0.0Detects rigid security or permission limits and generates multiple adaptive, safe, and user-tailored alternative solutions for problem-solving.
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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
The name/description match the implementation: code and docs focus on detecting rigid responses and generating alternative, user-facing solutions (guides, scripts, options). There are no unexpected credentials, system-level config paths, or unrelated binaries requested.
Instruction Scope
SKILL.md and the code instruct the agent to detect rigid responses, generate solution options (including host commands, container scripts, one‑click scripts, and step-by-step guides), present them to the user, and record outcomes. This stays within the skill’s purpose, but it intentionally produces commands and guidance that may ask users to run privileged or host-level operations — the skill does not auto-execute those commands, it presents them for user approval.
Install Mechanism
No install spec is present (instruction-only from registry perspective), and included files are plain JS source bundled with the skill. There are no downloads from external URLs or install-time network fetches; nothing indicates an unreviewed remote installer.
Credentials
The skill declares no environment variables, credentials, or external endpoints. It reads/writes local files (data/*.json and logs/interventions.jsonl) to store history and user profile, which is proportional to its stated learning and personalization behavior.
Persistence & Privilege
The skill metadata does not force permanent inclusion (always:false). However, the integration wrapper default config (autoTrigger: true, minConfidence threshold) means the skill is designed to auto-intervene in the assistant flow and will write logs and update a local user-profile file. This is functionally reasonable but worth noting because it changes assistant responses automatically when installed.
Assessment
This skill appears coherent with its purpose, but before installing consider: (1) review any generated 'one‑click' scripts or host commands before running them — they may require elevated privileges and could be risky if copied indiscriminately; (2) the skill stores truncated user messages and user-profile data under the skill directory and appends to logs/interventions.jsonl — check those files for sensitive content and control who can access them; (3) the integration wrapper defaults to autoTriggering interventions — if you prefer manual control, adjust autoTrigger or minConfidence in the wrapper/config before enabling; (4) monitor for any future changes that introduce network endpoints, credential requests, or code that executes commands automatically — those would materially change the risk profile. If you want, I can list the exact files/paths the skill writes to and suggest a minimal configuration to reduce auto-intervention and local logging.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.