DAHLS
- 4 skills
- 0 followers
- 15 hours ago last updated
- ▌ Nftt · dahls bundleDrive a consuming project through the nFTT fine-tuning loop — init, declare config and data, run the data pipeline, train, export, eval, and read results. Use when the user wants to fine-tune, evaluate, export, or inspect a model project driven by nftt, or asks about nftt config or data conventions. Do NOT use when changing nftt itself (developing the tool — that work goes through the tool's own development process, not project patches).
- ▌ Doc Sync · dahls bundleSync the project docs to reality so the next session — or this one after a context reset — can pick the work up cold. Use when asked to sync docs, wrap up a session, or before a handoff or compaction; also when docs visibly lag behind recent commits.
- ▌ Nim Development · dahls bundleNim development decisions and how to find current, version-correct Nim info. Use when writing, building, or debugging Nim (.nim files, nimble, compile flags, mm/GC choices, C FFI, Nim compiler errors), or when unsure whether a Nim API or idiom is current.
- ▌ Building Block Search · dahls bundleUse when a structured search of research literature is called for — building a systematic-review search strategy, translating a research question into bibliographic database queries, picking specific target papers directly, chasing a paper's citations and authors, when a literature search returns far too much or mostly off-topic material and search terms must be kept, changed, or removed, or when an already-exported result set must be mechanically screened down to on-topic records.