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A read-only desktop explainer (Tools ▸ "How this app differs from FSRS"): we build on FSRS rather than replacing it — interleaving, a timed exam mode, three separated scores, and the give-up rule. The interleaving section is interactive and runs the REAL vendored interleave.py on a fixed example queue. Fast lane (Qt-UI-only): new gre-method SvelteKit route (reuses the dashboard tokens + CalibrationStrip) + read-only greMethodInterleave endpoint + GreMethod QDialog + Tools-menu hook + vendored interleave.py (drift-guarded). No rslib/proto/scheduler; the endpoint never touches col and returns no OpChanges.
Replace the stale "Arrives Thursday" placeholder with a live, observed Performance score. The read-only greDashboardData handler now pools the per-item attempts Exam Mode already persists to the gre_exam_results.jsonl profile side-file (never the collection) and renders rights-only accuracy as a Wilson range with n, via the existing CalibrationStrip. Honesty ceilings held: always a range, never a bare point; a give-up not_available state (never a fabricated 0) with no attempts; the ScoreSlot guard still collapses any range-less state to not_available. This is the observed low-n surface, deliberately NOT the calibrated logistic+Platt model in scoring/performance.py (which needs a multi-student attempt corpus). - dashboard_data.py: pure load_exam_attempts() + observed_performance(); build_view_model() gains an exam_attempts param - mediasrv.py: greDashboardData reads the side-file (best-effort, read-only) - ScoreSlot.svelte: renders CalibrationStrip for an "observed" state - 9 new unit tests (dashboard_data suite 20; 23/23 with mediasrv); check_svelte + check_pytest_aqt green Read-only; no OpChanges; three scores stay separate. Pre-existing ruff-format debt in dashboard_data.py/mediasrv.py at the base is left untouched.
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…oard Bumps the anki submodule pin to f15cubing/anki@b7cf7c2 (observed Performance on the GRE dashboard) and updates the codebase docs in the same change: - qt.md: new "Observed Performance" section (Exam Mode attempts side-file -> pooled Wilson range via CalibrationStrip), updated dashboard_data/ScoreSlot/ mediasrv notes, tests count 11->20, footer SHA bump; scoring-adapter honesty note clarified (synced card Performance still not_available -> follow-up) - models/performance.md: "Live surface" section (observed accuracy vs the calibrated, eval-only logistic+Platt model) - INDEX.md: dashboard row bumped + observed_performance code paths - STATUS.md: in-flight entry Pairs with f15cubing/anki#3. Read-only; three scores stay separate.
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…oard (#54) Bumps the anki submodule pin to f15cubing/anki@b7cf7c2 (observed Performance on the GRE dashboard) and updates the codebase docs in the same change: - qt.md: new "Observed Performance" section (Exam Mode attempts side-file -> pooled Wilson range via CalibrationStrip), updated dashboard_data/ScoreSlot/ mediasrv notes, tests count 11->20, footer SHA bump; scoring-adapter honesty note clarified (synced card Performance still not_available -> follow-up) - models/performance.md: "Live surface" section (observed accuracy vs the calibrated, eval-only logistic+Platt model) - INDEX.md: dashboard row bumped + observed_performance code paths - STATUS.md: in-flight entry Pairs with f15cubing/anki#3. Read-only; three scores stay separate. Co-authored-by: Felipe Caicedo <felipecaicedo@Felipes-MacBook-Pro.local>
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What
Replaces the stale "Arrives Thursday (MCQ surface)" placeholder in the GRE dashboard's Performance slot with a live, observed Performance score.
Exam Mode already persists per-item attempts to a profile side-file (
gre_exam_results.jsonl, never the collection). The read-onlygreDashboardDatahandler now pools those attempts and renders rights-only accuracy as a Wilson range withn, through the existingCalibrationStrip.Honesty ceilings (PRD D2 / AGENTS.md)
n).not_availablewith a "take a timed exam" prompt).ScoreSlotguard still collapses any range-less / unknown state tonot_available— a fabricated number can never render.nsurface, not the calibrated logistic+Platt model inscoring/performance.py(that needs a multi-student attempt corpus; fitting it on one learner's handful of attempts would look confident exactly when it knows least).Changes
qt/aqt/gre/dashboard_data.py— pureload_exam_attempts()+observed_performance();build_view_model()gains anexam_attemptsparam.qt/aqt/mediasrv.py—greDashboardDatareads the side-file (best-effort, read-only, never raises into the response) and passes it through.ts/routes/gre-dashboard/ScoreSlot.svelte— rendersCalibrationStripfor a newobservedstate;+page.sveltewires the props.Verification
./ninja check_sveltegreen../ninja check_pytest_aqtgreen; the two dashboard test files 23/23 directly.OpChanges, no collection mutation (endpoint only reads the mastery RPC + the side-file).Notes
agent/exam-preset-fix(= the commit the outer repo currently pins,d11b424), so the diff is a single commit; retarget tomainonce that merges.dashboard_data.py/mediasrv.pyat the base already failruff format --check; this PR keeps its additions clean rather than reformatting unrelated lines.gre_scorecard(Android panel stillnot_available); live GUI smoke of the slot with a real timed mock.Made with Cursor