notrace

Traces in, lessons out.

notrace is a local-first retrospective engine for the Pi Coding Agent. It captures session evidence, writes a versioned notrace.json run record, renders a human-readable HTML report, and supports review/compare flows for workflow R&D.

What notrace owns

When enabled, notrace is the durable retrospective layer for a session. It aggregates:

• core Pi session telemetry
• workflow/task context
• optional dynamic extension telemetry

Today, Pi is the first harness adapter. The canonical run schema is designed so other harness adapters can be added later, but multi-harness support is not implemented in this package yet.

What notrace does not own

notrace is not:

• the live Pi footer
• the Pi resume/session-switch UX
• a scraper of terminal status strings

Live footer output, resume hints, and extension footer badges may appear near notrace output during shutdown, but they are separate producers.

Retrospective spine

1. Capture evidence: notrace.json
2. Inspect: notrace.html
3. Review outcome: notrace.review.json
4. Compare attempts: compare:notrace

Storage

.notrace/
  index.json
  index.html
  sessions/
    <session-id>/
      notrace.json
      notrace.html
      notrace.review.json

Canonical run model

Generated notrace.json is the source of truth for runtime output, HTML rendering, and downstream tooling. The record is versioned and centers on:

• kind
• schemaVersion
• traceId
• repository
• session
• task
• captureMode
• conditions
• activity
• telemetry
• events

Key rule:

• consumed tokens and saved tokens are separate metric families
• optimization telemetry belongs under telemetry.extensions.*
• presentation-only UI strings are not canonical evidence

Dynamic extension telemetry

notrace can include optional structured telemetry from dynamic extensions. Current first target is noheadroom.

If an extension is absent, notrace should still succeed. If an extension is present, it can contribute a structured summary such as:

• loaded / enabled / active state
• optimization attempts
• tokens saved
• last applied compression summary

Capture modes

Default capture mode is full.

pi --extension ./packages/notrace

Optional modes:

NOTRACE_CAPTURE=redacted pi --extension ./packages/notrace
NOTRACE_CAPTURE=metadata pi --extension ./packages/notrace
NOTRACE_CAPTURE=full pi --extension ./packages/notrace

Mode meanings:

• full: full captured payloads; best for local debugging; highest sensitivity
• redacted: captured payloads with common secret-like values redacted
• metadata: minimal capture, no prompt/tool bodies

Security warning: full reports can contain prompts, tool arguments, tool outputs, local paths, model payloads, and secrets returned by tools. redacted mode removes common secret-shaped values and sensitive keys, but redaction is best-effort and can miss project-specific secrets. metadata mode is safest for sharing because prompt/tool bodies are omitted, but reports can still reveal repository names, paths, timing, models, providers, and workflow metadata. Do not publish generated reports without review.

Review

From this monorepo:

npm run review:notrace -- \
  .notrace/sessions/<id>/notrace.json \
  --outcome partial \
  --friction high \
  --lesson "Headroom reduced tokens but needed manual steering." \
  --next-change "Try same task with RepoScry enabled."

From an installed package:

npx -p @raquezha/notrace notrace-review \
  .notrace/sessions/<id>/notrace.json \
  --outcome partial \
  --friction high \
  --lesson "Headroom reduced tokens but needed manual steering." \
  --next-change "Try same task with RepoScry enabled."

Review fields:

• outcome: success, partial, failed, abandoned, inconclusive
• friction: low, medium, high
• lesson
• nextChange

Compare

From this monorepo:

npm run compare:notrace -- \
  .notrace/sessions/<baseline-id>/notrace.json \
  .notrace/sessions/<candidate-id>/notrace.json

From an installed package:

npx -p @raquezha/notrace notrace-compare \
  .notrace/sessions/<baseline-id>/notrace.json \
  .notrace/sessions/<candidate-id>/notrace.json

Templates

HTML source-of-truth lives in templates/:

• dashboard.sample.json
• session.sample.json
• dashboard.sample.html
• session.sample.html

Refresh previews after renderer changes:

cd packages/notrace
npm run render:samples

Build

cd packages/notrace
npm install
npm run build

Output lands in dist/.