writing-finetune-spec-sheet
CommunityPublish rigorous fine-tune model cards.
Data & Analytics#fine-tune#data-provenance#model-card#paired-evaluation#license-reconciliation#intended-use
Authorrocklambros
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill turns a fine-tuned model into a complete, reviewer-ready spec sheet so teams can publish, hand off, or submit the model without re-deriving provenance, evaluation, license, and deployment boundaries.
Core Features & Use Cases
- Base checkpoint provenance: Captures the immutable revision SHA, model identity, and license so the exact starting point is reproducible.
- Training and data accountability: Documents the audit manifest, training recipe, hardware, seeds, and wall time so the fine-tune can be inspected end to end.
- Evaluation and governance: Records paired before-and-after results, effect sizes, confidence intervals, limitations, license reconciliation, and intended versus out-of-scope use for registry publication or regulated review.
Quick Start
Ask the Skill to draft a complete fine-tune spec sheet by providing the base checkpoint details, data audit manifest, training recipe, paired evaluation report, limitations, licenses, and intended-use information.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: writing-finetune-spec-sheet Download link: https://github.com/rocklambros/rcs/archive/main.zip#writing-finetune-spec-sheet Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 537,000+ vetted skills library on demand.