Capture Feedback

capture-feedback

Capture structured thumbs up/down feedback with context, history-aware lesson distillation, tags, and optional rubric scores after completing a task.

IgorGanapolsky/mcp-memory-gateway·0installs27stars

SKILL.md

Full skill instructions

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.

Install skill

Copy and run in your terminal

npx -y skills add https://github.com/IgorGanapolsky/mcp-memory-gateway --skill capture-feedback

View on GitHub

plugins/cursor-marketplace/skills/capture-feedback/SKILL.md

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