Writing Coach Pro
ReviewAudited by ClawScan on May 10, 2026.
Overview
This looks like a coherent writing-coach skill, but it intentionally keeps local writing history/preferences and may send text or stats to your configured LLM or dashboard.
Before installing, decide whether you are comfortable with persistent local writing history and with your configured LLM provider seeing reviewed text. For confidential documents, use a local model, consider disabling dashboard syncing, and clear the skill's data directory when you no longer need the history.
Findings (4)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
Sensitive drafts or excerpts could remain on your machine after a review and influence future coaching behavior.
The skill intentionally stores writing-related memory across sessions, including possible text excerpts.
**Session history** (`data/session-history/`): Per-session analysis summaries. May contain excerpts from your submitted text alongside suggested corrections.
Avoid submitting highly sensitive text unless you are comfortable with local retention; periodically clear the data folder if needed.
Private documents reviewed by the skill may leave your machine if your OpenClaw agent uses a cloud model.
User writing may be sent to the configured model provider as part of normal agent operation.
**Your text goes wherever your LLM calls go.** If your agent uses a cloud-hosted model (most do), your text is sent to that model's API.
Use a local model for confidential writing, or review your LLM provider's data handling policy before processing sensitive content.
Writing statistics, issue descriptions, and profile-change history may be stored outside the local skill folder if the dashboard uses an external backend.
The optional dashboard integration can write writing-session metadata to dashboard tables, potentially backed by Supabase.
Tables auto-created on first data sync if using Supabase backend ... After each Writing Coach Pro review session, the agent writes a summary row to `wc_sessions`
Only enable the dashboard if you understand where it stores data; check table permissions and retention settings.
Running the command will permanently delete this skill's stored writing analysis data.
The setup guide includes a destructive cleanup command, though it is scoped to the skill's own data directory and is user-directed.
rm -rf ~/.openclaw/skills/writing-coach-pro/data
Double-check the path before running cleanup commands and back up reports or history you want to keep.