Content
86%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A highly actionable, well-structured body: executable pinned commands and code, an explicit safety-gate sequence with validation checkpoints, and clean one-level-deep progressive disclosure to real bundle files. The only deductions are minor trimmable over-explanations and the lack of an explicit fix-and-revalidate feedback loop.
Suggestions
Trim explanations of facts Claude already knows, e.g. compress 'start is included, end is excluded, and length is end - start' to just 'BED is 0-based, half-open [start, end)'.
Add an explicit error-recovery loop to the validation steps, e.g. 'If bed_validator.py reports proposed fixes, apply them to the source BED and re-run until it reports no violations before proceeding to tokenization or consensus planning.'
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and fluff-free — nearly every sentence carries geniml-specific contracts, version pins, or pitfalls — but minor over-explanations could be trimmed, e.g. restating 'start is included, end is excluded, and length is end - start' for BED's 0-based half-open semantics, and dated version detail (2026-01-14, 2026-09-05) sits in the main flow rather than wholly in the snapshot/migration sections. This fits the 4 anchor (efficient, minor trimmable instances) rather than the 5 anchor's every-token-earns-its-place. | 4 / 5 |
Actionability | Guidance is fully executable throughout: pinned 'uv pip install "geniml==0.8.4"' commands, copy-paste invocations like 'python skills/geniml/scripts/bed_validator.py --input data/peaks.bed --assembly GRCh38 --chrom-sizes refs/GRCh38.chrom.sizes', and complete Python snippets with imports, parameters, and concrete module paths covering the common cases. This matches the 5 anchor; the only non-literal command ('geniml build-universe {cc,ccf,ml,hmm} ...') is deliberately deferred to a clearly signaled reference. | 5 / 5 |
Workflow Clarity | Sequencing and checkpoints are strong: a numbered 7-item safety gate runs first, 'Run a bounded validation and normalization plan before analysis' precedes analysis, and gates like 'Do not concatenate or generate coverage until all BED files pass the same assembly contract' block invalid progress. It falls short of the 5 anchor because there is no explicit error-recovery feedback loop (e.g., 'if the validator reports errors, fix the BED and re-run') — checkpoints exist but the fix-and-revalidate retry path is only implicit. | 4 / 5 |
Progressive Disclosure | The body is a clear overview (install, safety gate, contracts, API map) that defers detail to five one-level-deep references, each well signaled inline ('See [references/region2vec.md] for export, encoding, legacy CLI, and evaluation details') and in an annotated References section; all five referenced files and all six referenced scripts exist in the bundle, matching the 5 anchor for a well-signaled, appropriately split structure. | 5 / 5 |
Total | 18 / 20 Passed |