Language Tutor Pro

Duolingo taught you how to say 'the cat drinks milk' for the 500th time. You still can't order dinner in Spanish. Language Tutor Pro skips the gamification a...

This skill appears to do what it says: it keeps local files with your profile, vocabulary, grammar tracking, session logs and transcripts and provides scripts to initialize and export that data. Before installing: (1) review and approve the scripts (they run locally and require bash + python3 — the skill forgot to declare python3 as a required binary); (2) be aware that conversation content will be transmitted to whatever LLM backend your OpenClaw agent is configured to use (so choose a private/local model or review your LLM provider's data policies if privacy is a concern); (3) protect the skill's data/ folder if it will contain any personal details; and (4) if you enable the dashboard, note the dashboard may run the export script (dashboard-kit/manifest.json -> refresh_command). If you want stronger guarantees, run the agent with a local LLM or inspect/modify the scripts to sanitize or encrypt transcripts before writing them to disk.

Type: OpenClaw Skill Name: normieclaw-language-tutor-pro Version: 1.0.3 The Language Tutor Pro skill bundle is a well-structured and legitimate tool for language learning. It uses local file storage (JSON/JSONL) to maintain persistent learner profiles, vocabulary ledgers, and session history. The included scripts (setup.sh, export-progress.sh, and vocab-review.sh) are standard utility scripts that perform data initialization and aggregation without any network requests, external exfiltration, or suspicious execution patterns. The SKILL.md instructions are strictly focused on the tutoring logic, including spaced repetition and CEFR-aligned progress tracking, and do not contain any prompt-injection attempts or instructions to access sensitive system data.