daax-dev / daax-dev/agentic-retrospective
Claude-native telemetry: delivery correlation (shipped-vs-reverted yield, verify loops)
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- Dominant language
- TypeScript
- Stars
- 3
- Forks
- 2
- PR merge metrics
- No merged PRs in 30d
Description
Problem
Telemetry says how much was spent, not whether it shipped. The highest-value signal ties Claude activity to delivery outcomes: kept, reverted, or abandoned, and how many edit→verify cycles correctness took.
Capability
Correlate normalized telemetry with git history to classify productive vs reverted vs abandoned work, and count verification loops.
Behaviour
- Yield classification: productive (kept to tip), reverted (e.g.
This reverts commit <sha>), abandoned (unmerged branch); attribute window spend to each class. - Edit → verify → edit retry counter within a session (edit, then test/build/lint, then re-edit same target).
- Rework signal via repeated rewrites of the same file (incl. per-session file-history snapshots).
Acceptance criteria
- A fixture repo with a revert classifies as reverted; its window spend counts against reverted yield.
- edit→test→edit increments the retry counter; edit→passing-test (no re-edit) does not.
- Findings cite commit SHA + session/turn evidence.
Dimensions: Delivery Predictability, Test Loop Completeness, Quality & Maintainability. Tier 3. Depends on #36 + existing git analyzer. PRD: docs/prd/features/05-delivery-correlation.md.
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with docs/prd/features/05-delivery-correlation.md, dependency #36, and the existing git analyzer. Use a fixture repo with a revert and edit→test→edit history to verify yield classification, retry counting, and rework detection; done means findings cite commit SHA plus session/turn evidence and spend is attributed to the yield class.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- git, typescript
- Domain
- analytics, devtools
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100