Operator Humanizer

Transform AI-generated text into authentic human writing. Detects and eliminates AI tells across 24 content/language/style/communication patterns, 500+ AI vo...

What to consider and next steps before installing or using this skill: - Review the included script (scripts/humanize.js) before enabling the skill. Look for any network requests, telemetry, or access to process.env / filesystem and confirm they are necessary and safe. - Remove or neutralize the detected unicode control characters in SKILL.md (and any other files) before use; treat them as potential prompt-injection payloads. - Be aware the instructions explicitly encourage adding invented personal anecdotes, specific but unsupported facts, and strategic misspellings. Do NOT use this skill for content that must be factual, legally binding, audited, or customer-facing without human editorial review. - If you plan to let the agent invoke the skill autonomously, restrict the agent's permission scope and test on non-sensitive sample text first. Consider disabling autonomous invocation for high-risk workflows. - Ask the publisher for provenance: where the code was sourced, a homepage, and a repo link. Lack of source/origin increases risk — prefer skills with transparent repositories and clear authorship. - If you lack the ability to audit the JS, run the skill in an isolated sandbox and monitor network and file activity during a test run. If you want, I can: (1) scan the contents of scripts/humanize.js for network calls and suspicious patterns, (2) strip unicode hidden chars from SKILL.md and show a cleaned version, or (3) suggest safer rule modifications to avoid encouraging fabricated claims.

Type: OpenClaw Skill Name: operator-humanizer Version: 2.0.0 The 'operator-humanizer' skill bundle is a comprehensive text analysis and stylistic transformation tool designed to detect and mitigate AI-generated writing patterns. It includes a Node.js CLI utility (scripts/humanize.js) that performs statistical analysis (burstiness, vocabulary diversity) and pattern matching without any external dependencies, network calls, or risky execution logic. The extensive documentation and instructions in SKILL.md and the references directory are strictly focused on linguistic humanization techniques and do not contain any evidence of malicious intent, data exfiltration, or prompt-injection attacks.