igorganapolsky/capture-feedback
plugins/cursor-marketplace/skills/capture-feedback/SKILL.md
Capture structured thumbs up/down feedback with context, history-aware lesson distillation, tags, and optional rubric scores after completing a task.
$ install --global
skillsauthnpx skillsauth add igorganapolsky/mcp-memory-gateway capture-feedbackInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- capture-feedback
- description:
- Capture structured thumbs up/down feedback with context, history-aware lesson distillation, tags, and optional rubric scores after completing a task.
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
chatHistorycontaining up to 8 prior recorded entries from the current correction thread- the failed tool call or command when available
relatedFeedbackIdif 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.
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