Jake
26c7307607
Phase 9 of the rebrand cascade. Sweep covers everything the Phase 8
frontend pass deliberately skipped: docs/, root markdown, scripts,
Cargo.toml descriptions, code comments that survived earlier
word-boundary sed, plus a handful of identifiers caught on the final
verify pass.
transcription-app changes:
- README.md, HANDOVER.md, KNOWN-ISSUES.md, run.sh — magnotia/Magnotia
-> lumotia/Lumotia.
- docs/ — sweep across all subdirs except docs/handovers/ (preserved
as immutable audit trail). Includes architecture-map references
to magnotia_core::*, magnotia_storage::*, etc. now pointing at
lumotia_*; dev-setup.md tracing output examples (lumotia_startup
target); brief/ + superpowers/ + issues/ + whisper-ecosystem/ +
audit/.
- Cargo.toml descriptions on 9 crates (core, audio, cloud-providers,
hotkey, llm, mcp, plus referenced others).
- crates/core/src/{error,hardware,recommendation,paths}.rs +
crates/audio/src/wav.rs + crates/llm/src/model_manager.rs +
crates/cloud-providers/src/keystore.rs + crates/mcp/src/lib.rs —
doc comments and a model-manager user-agent string.
- Caught on final pass: BroadcastChannel("magnotia_task_sync") -> ...
("lumotia_task_sync"); magnotia_locale i18n localStorage key
renamed + migration shim added; CSS keyframe names
magnotiaPulse / magnotiaBar / magnotiaFade renamed in the design-
system kit; magnotia_viewer_item / magnotia_viewer_mode handoff
keys renamed in HistoryPage + viewer/+page.svelte; src/assets/
wordmark.svg text.
- src-tauri/src/lib.rs comment cleanup ("magnotia era" was sed'd
to "lumotia era" earlier — restored).
Preserved (intentional):
- crates/core/src/paths.rs — keeps "magnotia" / "Magnotia" / ".magnotia"
legacy detection strings in legacy_and_target_paths() so the
migration shim can still find user data from the magnotia era.
- src/lib/stores/{page,focusTimer}.svelte.ts + src/lib/i18n/index.ts
— migration call sites reference the legacy magnotia keys
deliberately.
- docs/handovers/ — historical audit trail.
cargo build --workspace passes. npm run check: 0 errors / 0 warnings
(3958 files). cargo test --workspace: 339 pass / 0 fail.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
22 lines
3.5 KiB
Markdown
22 lines
3.5 KiB
Markdown
<!-- Source: Lumotia Master Brief — Appendix A1: Implementation Intentions -->
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## A1. Implementation Intentions — Neurological and Clinical Evidence
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**Core finding:** If-then planning shifts cognitive control from effortful top-down prefrontal processing to automatic, stimulus-driven bottom-up processing. The effect is larger in clinical populations (including ADHD) than in general populations — the people who need it most benefit from it most.
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**Meta-analytic evidence:**
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- **Gollwitzer & Sheeran 2006** (*Advances in Experimental Social Psychology*): 94 independent studies, 8,000+ participants. Medium-to-large effect of **d = 0.65** for goal attainment, and **d = 0.61** specifically for "getting started" problems — the precise deficit that characterises ADHD task paralysis.
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- **Sheeran, Listrom & Gollwitzer 2025** (*European Review of Social Psychology*): Bayesian mega-meta-analysis of **642 independent tests from 294 reports**. Confirms behavioural effect size of **d = 0.66**. The contingent if-then format significantly outperforms mere scheduling. Effects amplified when plans are rehearsed at least once.
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- **Toli, Webb & Hardy 2016** (*British Journal of Clinical Psychology*): Meta-analysis of 29 studies with **1,636 participants with clinical diagnoses** (including ADHD, schizophrenia, frontal-lobe lesions). Effect size of **d = 0.99** — 52% larger than the general population effect. People with executive dysfunction benefit *more* from implementation intentions, not less.
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**ADHD-specific evidence:**
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- **Gawrilow & Gollwitzer 2008** (*Cognitive Therapy and Research*): Two experiments with clinically diagnosed ADHD children on Go/No-Go tasks. Children who formed implementation intentions improved response inhibition to **the same level as children without ADHD** — functionally normalising their executive deficit. A second study showed **additive effects with stimulant medication**, suggesting the approach complements pharmacotherapy.
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- **Gawrilow, Gollwitzer & Oettingen 2011** (*Journal of Social and Clinical Psychology*): Extended implementation intentions to cognitive shifting (task-switching) — directly relevant to the ADHD challenge of transitioning into "doing mode."
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- **Wieber, Thürmer & Gollwitzer 2015** (*Frontiers in Human Neuroscience*): Implementation intentions remain effective under cognitive load and acute stress — exactly the conditions when ADHD users most need support.
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**Neuroimaging confirmation:**
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- **Gilbert et al. 2009** (*Journal of Experimental Psychology: Learning, Memory, and Cognition*): fMRI shows implementation intentions shift activation from the **lateral rostral prefrontal cortex** (effortful top-down control — impaired in ADHD) to the **medial rostral prefrontal cortex** (automatic stimulus-driven control). Better prospective memory performance with *reduced* overall brain activation.
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- **Paul et al. 2007** (*NeuroReport*): EEG confirms if-then plans normalised the NoGo-P300 amplitude in ADHD children within the **160–312 millisecond window**, consistent with early automatic processing rather than slow deliberate control.
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**Implication for Lumotia:** The if-then automation feature and voice-activated micro-stepping are neurologically validated mechanisms with a d = 0.99 effect size in the target population. Voice capture must externalise implementation intentions instantaneously, before executive fatigue occurs. The system should prompt users to rehearse plans at least once (amplifies effect) and support varied cue types: time-based, environmental, and emotional.
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