From 074999fbe1336bf4eb644e58151c3f99b9fc7767 Mon Sep 17 00:00:00 2001 From: wesley Date: Sat, 25 Apr 2026 13:40:25 +0000 Subject: [PATCH] Add evidence trail learner workbench --- .gitignore | 2 + README.md | 17 + docs/roadmap.md | 36 +- webui/package-lock.json | 1082 +++++++++++++++++++ webui/public/packs/evidence-trail-pack.json | 2 +- 5 files changed, 1133 insertions(+), 6 deletions(-) create mode 100644 webui/package-lock.json diff --git a/.gitignore b/.gitignore index 6f6e8df..b580de8 100644 --- a/.gitignore +++ b/.gitignore @@ -13,3 +13,5 @@ build/ configs/config.yaml tmp-* codex* +ops/ +webui/node_modules/ diff --git a/README.md b/README.md index 4c7d0de..cb1d884 100644 --- a/README.md +++ b/README.md @@ -37,6 +37,15 @@ Didactopus is built around a few core ideas: - explanations, critique, and next-step advice should preserve learner trust - local and low-cost deployment matter for access +It should also operate under a scientific-virtues outlook. In practice that +means Didactopus should reinforce habits such as: + +- curiosity about the question rather than premature closure +- honesty about what is observed versus what is inferred +- skepticism toward weakly supported claims, including model-generated claims +- attentiveness to source quality, caveats, and uncertainty +- willingness to revise when better evidence changes the picture + In practice, that means Didactopus tries to help with: - topic structure @@ -198,6 +207,14 @@ It is also meant to support the pedagogy around learning: - exporting evidence and capability artifacts - supporting multilingual and accessible outputs +Operationally, the scientific-virtues framing means Didactopus should: + +- separate observation from interpretation in learner-facing flows +- reward justified revision rather than answer persistence +- surface uncertainty explicitly instead of smoothing it away +- push learners toward source comparison and evidence quality checks +- avoid presenting confident unsupported synthesis as settled knowledge + This is why the repository contains review workspaces, validation flows, knowledge graphs, and capability export machinery rather than only a chat interface. ## Grounded AI Learner And Skill Production diff --git a/docs/roadmap.md b/docs/roadmap.md index 0ba63df..e18c04b 100644 --- a/docs/roadmap.md +++ b/docs/roadmap.md @@ -22,6 +22,8 @@ Near-term scope: - make mentor, practice, and evaluator turns consistently source-grounded - improve trust-preserving feedback behavior - extend the session flow beyond one short interaction +- make scientific virtues operational in the session loop by separating observation from interpretation, preserving uncertainty, and rewarding justified revision +- replace stubbed provider output in learner-facing pilot flows with configured real model backends where available Current code anchors: @@ -102,6 +104,25 @@ Target features: - active practice task - evaluator feedback - recommended next step +- first external pilot should use the `evidence-trail` evo-edu pack as a learner-workbench test case + +Current progress: + +- the first external pilot pack now exists at `domain-packs/evidence-trail/` +- `pack_to_frontend` output is generated and copied into `webui/public/packs/evidence-trail-pack.json` +- the web UI now has a learner-workbench launcher and `Evidence Trail` pilot mode in addition to the review workbench +- the learner pilot exposes question, observation, interpretation, uncertainty, and revision-trigger fields directly in the UI +- scientific virtues are now reflected in the UI framing and in backend learner-session prompt construction +- the backend now exposes `POST /api/learner-workbench/session` +- end-to-end verification succeeded locally: the API starts, the endpoint returns structured concept/session output, and the frontend/backend contract is working + +Immediate next steps: + +- replace current stubbed mentor/practice/evaluator text with a configured real provider path +- enrich the `Evidence Trail` pack with grounded source fragments so returned guidance is based on more than pack metadata +- persist learner-session state instead of treating each call as a stateless step +- connect learner progress, evidence, and revision history to the standard backend session model +- define deployment notes for running the learner workbench against the local API outside development mode Current pilot state: @@ -208,13 +229,18 @@ Examples: - Keep accessibility and low-cost deployment in scope from the start, not as cleanup work. - Preserve provenance and license compliance as first-class constraints. - Advance the current roadmap without assuming abundant compute, fluent English, expert supervision, or mature learners. +- Treat scientific virtues as operational principles: encourage curiosity, honesty about evidence, skepticism toward weak claims, attentiveness to caveats, and revision when the evidence changes. +- Separate observation from interpretation in learner-facing guidance so the system does not blur grounded support with model inference. +- Frame revision as progress rather than as failure, especially in mentor and evaluator feedback. ## Suggested Implementation Sequence 1. Strengthen `didactopus.learner_session` into the standard session backend. 2. Fold the learner-workbench pilot into that backend without losing its stronger study-state framing. -3. Build a small model-benchmark harness around the unified learner backend. -4. Add accessible learner HTML and text-first outputs. -5. Add local TTS and STT support to the same session flow. -6. Expand adaptive practice and diagnostics. -7. Improve review, impact analysis, and incremental update support. +3. Replace stubbed learner-workbench provider output with a configured real model backend. +4. Ground the `evidence-trail` pilot in richer source fragments and persisted learner state. +5. Build a small model-benchmark harness around the unified learner backend. +6. Add accessible learner HTML and text-first outputs. +7. Add local TTS and STT support to the same session flow. +8. Expand adaptive practice and diagnostics. +9. 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+ "@types/node": "^18.0.0 || >=20.0.0", + "less": "*", + "lightningcss": "^1.21.0", + "sass": "*", + "sass-embedded": "*", + "stylus": "*", + "sugarss": "*", + "terser": "^5.4.0" + }, + "peerDependenciesMeta": { + "@types/node": { + "optional": true + }, + "less": { + "optional": true + }, + "lightningcss": { + "optional": true + }, + "sass": { + "optional": true + }, + "sass-embedded": { + "optional": true + }, + "stylus": { + "optional": true + }, + "sugarss": { + "optional": true + }, + "terser": { + "optional": true + } + } + } + } +} diff --git a/webui/public/packs/evidence-trail-pack.json b/webui/public/packs/evidence-trail-pack.json index ae02418..697b9ac 100755 --- a/webui/public/packs/evidence-trail-pack.json +++ b/webui/public/packs/evidence-trail-pack.json @@ -67,4 +67,4 @@ "derived-from-evo-edu-materials" ] } -} \ No newline at end of file +}