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9 commits

Author SHA1 Message Date
Snider
e3331920c4 feat: add 'lem score attention' CLI for Q/K Bone Orientation analysis 
Co-Authored-By: Virgil <virgil@lethean.io>
 2026-02-23 00:29:41 +00:00
Snider
094e4570ba refactor: migrate CLI imports from core/go to core/cli 
All imports updated from forge.lthn.ai/core/go/pkg/cli to
forge.lthn.ai/core/cli/pkg/cli. core/cli is now a direct dependency;
core/go becomes indirect.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-22 23:01:41 +00:00
Snider
f75458bce6 refactor: apply go fix modernizers for Go 1.26 
Automated fixes: interface{} → any, range-over-int, t.Context(),
wg.Go(), strings.SplitSeq, strings.Builder, slices.Contains,
maps helpers, min/max builtins.

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-02-22 21:00:17 +00:00
Snider
a3e9a1e035 fix: handle error in score resume merge path 
ReadScorerOutput error was silently discarded during resume merge,
risking partial data loss on TOCTOU file changes. Also clean up
compare command construction to pass RunE directly to NewCommand.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-22 19:03:41 +00:00
Snider
80048b5b00 fix(cli): disable cobra flag parsing on passthrough commands 
Adds passthrough() helper with DisableFlagParsing=true so commands
that do their own flag.FlagSet parsing receive flags directly.
Without this, cobra rejects unknown flags like --model.

Also runs go mod tidy — core/go transitively pulls in cobra and
charmbracelet dependencies.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-22 19:00:58 +00:00
Snider
cf1d8156dd feat(cli): add cmd/lemcmd command registration package 
6 command groups (score, gen, data, export, mon, infra) with 25
commands. All pass through to existing lem.Run* functions via
the Core framework's cli package.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-22 18:55:57 +00:00
Snider
f65fd777ea feat: convert composure library to training JSONL format 
Add cmd/composure-convert tool that chunks public domain philosophical
texts into training conversation pairs:
- consent.jsonl (198 examples) — Wollstonecraft's Vindication
- privacy.jsonl (221 examples) — Thoreau's Walden
- sovereignty.jsonl (56 examples) — Mill's On Liberty
- transparency.jsonl (159 examples) — Aurelius' Meditations

Each example pairs a domain-specific prompt with ~5 paragraphs from
the source text. Metadata, chapter headings, and Gutenberg boilerplate
are filtered out.

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-02-21 23:59:06 +00:00
Snider
5d297daa35 feat: grammar scorer (v3) — deterministic uplift/sycophancy detection 
Add lem-scorer binary that imports go-i18n grammar reversal engine to
score JSONL benchmark files. Measures conversational uplift (input vs
output grammar imprint), echo (sycophancy), and enrichment.

Key findings added to paper Section 8:
- LEK-1B: 100% positive uplift, 0% sycophancy (base: 90%, 5%)
- 1B-beats-27B holds in grammar space (79.12 > 77.12)
- LEK training aligns two independent scorers (corr -0.11 → 0.64)
- Delta analysis costs zero compute vs LLM-as-judge

Co-Authored-By: Virgil <virgil@lethean.io>
 2026-02-19 13:12:49 +00:00
Claude
774f097855
feat: scaffold LEM Desktop app (Wails v3 system tray + Docker stack) 
Inspired by BugSETI architecture — system tray with WebView2 windows,
Docker Compose stack (Forgejo + InfluxDB + inference proxy), and
scoring agent integration. Builds as signed native binary on macOS.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-02-15 17:43:19 +00:00