igorganapolsky/thumbgate/capture-feedback

Capture Feedback

Record structured feedback after completing a task or encountering an issue.

When to use

• After completing a coding task (positive or negative outcome)
• When a tool call produces unexpected results
• After a test failure or deployment issue
• When the user explicitly wants to record feedback

How it works

Use the capture_feedback MCP tool with:

• signal — "thumbs_up" or "thumbs_down"
• context — Description of what happened and why when the user already said it clearly
• tags — Array of relevant tags for categorization (e.g., ["test-failure", "refactor"])
• chatHistory — Up to 8 prior recorded entries plus the failed tool call when the thumbs-down signal is vague and the lesson must be distilled from recent context
• relatedFeedbackId — Use when the user adds clarifying detail later and it should refine the existing feedback event
• rubric_scores — Optional object with structured quality scores

Example

Capture feedback: thumbs_down for the failed database migration.
Context: Migration script dropped the wrong index, causing query timeouts.
Tags: database, migration, production-incident

Vague signal recovery

If the user only says thumbs_down, wrong, correct, or this failed, do not stop there. Call capture_feedback with:

• the signal
• any minimal context the user already gave
• chatHistory containing up to 8 prior recorded entries from the current correction thread
• the failed tool call or command when available
• relatedFeedbackId if the user is clarifying an already-open 60-second follow-up session

That lets ThumbGate propose whatWentWrong, whatToChange, and a candidate rule automatically.

Feedback feeds into the prevention rule promotion pipeline. Repeated failures with the same pattern are automatically promoted into enforceable prevention rules.