MCPInstall

ce-riffrec-feedback-analysis

Analyze recorded product feedback into evidence for bugs and requirements. Use when a Riffrec capture or other screen, voice, or notes artifact needs interpretation. Use for Riffrec setup, capture, or sharing help when no recording exists yet.

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/everyinc/compound-engineering-plugin --skill ce-riffrec-feedback-analysis
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads ce-riffrec-feedback-analysis automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Riffrec Feedback Analysis

Turn raw product feedback into structured evidence for downstream agents. This skill is the consumption side of Riffrec, a capture tool that records synchronized screen + voice + event sessions and emits a riffrec-*.zip bundle.

Done:

  • Setup ends with a current capture/share path.
  • Quick analysis ends with one evidence-backed bug report and no durable artifact unless requested.
  • Extensive analysis ends with the complete evidence set and a ce-brainstorm handoff unless the user asked for extraction only.
  • A missing input, analyzer failure, or unresolved route ends with an actionable blocker rather than a partial success claim.

Choose the path

Route from the input. Read only the references named for that route; do not load the other path references.

  • Setup — user has no recording yet and asks how to install Riffrec, capture a session, or share feedback. Read references/install-riffrec.md.
  • Quick bug report — input is a short recording (under ~60 seconds), the user describes a single specific issue, or asks for "quick", "small", or "just transcribe". Read references/analyzer.md, then references/quick-bug-report.md.
  • Extensive analysis — input is longer, contains multiple issues, requirements, or a workflow walkthrough, or the user wants requirements material. Read references/analyzer.md, then references/extensive-analysis.md. Continue into ce-brainstorm unless the user explicitly asked only to extract or analyze artifacts.

When the input is ambiguous (e.g., a zip arrived without context), inspect the recording length and event count before choosing. If still unclear, ask the user which path applies before running anything heavy.

Common rules

  • Keep raw recordings, audio chunks, zip contents, session dumps, and extracted screenshots local-only by default. Do not commit raw/ or frames/ directories unless the user explicitly asks and privacy is acceptable.
  • Text/metadata artifacts (requirements kickoff material, analysis summaries, problem analyses, source manifests) may be committed when they are needed for traceability and contain no sensitive data.
  • Use repo-relative screenshot paths in any committed doc so later agents can open the evidence without absolute local paths.

The Compound Engineering output format used by the extensive path is documented in references/compound-engineering-feedback-format.md.

FAQ

What does the ce-riffrec-feedback-analysis skill do?

Analyze recorded product feedback into evidence for bugs and requirements. Use when a Riffrec capture or other screen, voice, or notes artifact needs interpretation. Use for Riffrec setup, capture, or sharing help when no recording exists yet.

How do I install ce-riffrec-feedback-analysis?

Run npx skills add https://github.com/everyinc/compound-engineering-plugin --skill ce-riffrec-feedback-analysis in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/ce-riffrec-feedback-analysis/ (personal) or .claude/skills/ce-riffrec-feedback-analysis/ (project).

Which AI agents can use ce-riffrec-feedback-analysis?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is ce-riffrec-feedback-analysis safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains ce-riffrec-feedback-analysis?

It is published by everyinc in everyinc/compound-engineering-plugin. It has 2,826 recorded installs.

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