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Progress

The Progress page is the detailed view of your learning data — everything the Dashboard summarises, with charts and tables for digging deeper.

What you see

Four sections, top to bottom:

  1. Trend insights — mean understanding, mean stress, total minutes, streak days. Numbers the Dashboard shows in a compact tile here become labelled rows.
  2. Method distribution — the same horizontal bar chart as the Dashboard, with hover tooltips showing the exact session count per method.
  3. Step-evaluation insights — only v0.5.0+ data; reads from the StepEvaluation rows the session route produces.
  4. Commit history — every ProgressCommit row in chronological order, newest first.

Step-evaluation insights

The dual-prompt architecture writes one StepEvaluation row per AI round-trip with the evaluator's verdict (advance, confidence, suggested_step, fallback_used, reason). The tracking aggregator reads these and produces four numbers worth looking at:

  • Total evaluations — every AI round-trip ever produces one. A long-running project will have hundreds.
  • Average confidence — across all evaluations. A low average (< 0.5) means the AI is rarely sure you're ready to advance, which is usually a signal that the material is genuinely hard for you. Not bad — it's information.
  • Repeat count — how often the evaluator chose to keep you on the same step. Repeat-heavy phases are normal when the material is dense.
  • Fallback count — how often the AI's JSON output couldn't be parsed and the deterministic +1 advance was substituted. High numbers (> 10% of evaluations) suggest the AI is struggling with the JSON-output format; usually a model issue, not your fault.

Time-per-step

A bar chart showing total seconds spent on each cycle step across the project. The aggregator clamps gaps over 2 hours (you walked away from your screen — not real learning time) so single overnight sessions don't dominate.

Which step you spend most time on says a lot. Lots of time on step 3 (Error) means the material has lots of pitfalls — that might be exactly what you signed up for. Lots of time on step 1 (Input) means the material is dense and you're reading slowly.

Commit history

Each row is one ProgressCommit: method, understanding rating, stress rating, duration in minutes, committed_at timestamp. The list is sortable by date or by understanding.

Clicking a commit doesn't currently jump to the underlying session messages — message history isn't surfaced from the Progress page in v0.7.0. The dashboard's "Recent sessions" list is the closest UX in this direction.

Filtering

A simple filter strip lets you narrow by:

  • Method — only commits using deductive (or any other).
  • Date range — last 7 / 30 / 90 days, or all-time.

Filters apply across all four sections (trend insights, distribution, step-evaluation aggregates, history).

Privacy reminder

In Local mode the Progress page reads from IndexedDB and shows you what you've persisted in this browser. In Server mode it reads from the FastAPI backend's SQLite database. Either way, nothing here is ever sent to a third-party analytics service.