daax-dev / daax-dev/agentic-retrospective

Claude-native telemetry: delivery correlation (shipped-vs-reverted yield, verify loops)

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enhancement
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

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. 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

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