a4e667de10
Single-commit clean baseline after security scrub of niche-tells, project codenames, internal jargon, and contributor-email leaks. Contents: - 100 Rust crates (_primitives/_rust/) - 37 agent manifests (_manifests/) + generated specs (_generated/) - 67 user-invocable skills (skills/) - 33 hooks (hooks/) - Composition blocks (_blocks/) - Documentation (docs/, README.md) - TS adapter packages (_ts_packages/) - Assembler (_assembler/) - Roles (_roles/) - Templates (_templates/) - Forgejo CI (.forgejo/) Author: Denis Parfionovich <info@greendragon.info> License: see LICENSE.
26 lines
1 KiB
Rust
26 lines
1 KiB
Rust
//! Library surface for `kei-frustration-loop`.
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//!
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//! Owns the per-user / online learning loop on top of the
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//! `frustration-matrix` batch classifier:
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//! * `persistence` — per-user firmware paths + atomic file swap
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//! * `feedback` — JSONL feedback log (Correct / Wrong / NewCategory)
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//! * `nightly` — Phase-0 nightly scan cron hook
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//! * `bootstrap` — install-time first-bake of per-user firmware
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//! * `auto_train` — feedback-threshold-triggered retrain
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//!
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//! Constructor Pattern: this crate is the LOOP responsibility — different
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//! lifecycle and consumer than `frustration-matrix` (the offline batch
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//! classifier + n-gram firmware trainer). Re-exports only.
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//!
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//! All five modules consume the public surface of `frustration-matrix`
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//! (`categories::compile_all`, `Firmware`, `Firmware::train_from_dir`)
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//! via path dependency, never via internal helpers.
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pub mod auto_train;
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pub mod bootstrap;
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pub mod feedback;
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pub mod nightly;
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pub mod persistence;
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pub mod cli;
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pub mod runners;
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