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ce-riffrec-feedback-analysis

Turn recorded product feedback from screens, voice, or notes into evidence for bug reports and requirements. Handle a single issue quickly or organize a broader evidence set, and guide Riffrec installation, capture, and sharing when no recording exists.

OriginalShow the original description

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.

See how to install

Good for

  • Turning a short recording into a bug report
  • Extracting multiple issues and requirements from a walkthrough
  • Interpreting product feedback in voice recordings or notes
  • Getting help with Riffrec installation, capture, and sharing

Files included (7)

  • SKILL.md2.7 KB
  • references/analyzer.md1.4 KB
  • references/compound-engineering-feedback-format.md2.3 KB
  • references/extensive-analysis.md8.0 KB
  • references/install-riffrec.md1.9 KB
  • references/quick-bug-report.md2.9 KB
  • scripts/analyze_riffrec_zip.py52.6 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

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.

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