Content
93%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.
The body is a well-organized, lean overview with concrete tool defaults and a real nf-core example, plus one-level-deep references to genuine bundle files. The main gap is the absence of explicit validation/feedback-loop checkpoints for batch pipeline operations, which keeps workflow clarity at 4.
Suggestions
Add an explicit validation checkpoint sequence for pipeline runs (e.g. validate inputs -> run -> QC report -> PASS/FAIL gate before downstream steps) to strengthen workflow clarity.
Tie the QC PASS/FAIL thresholds into a concrete feedback loop (fail -> inspect MultiQC -> adjust and re-run) rather than leaving them as a general principle.
Include a brief pre-flight validation step (check reference genome version, sample sheet format) before the nf-core run example.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lean and efficient: opinionated tool defaults are given as terse bullet points ('DNA short reads: Use BWA-MEM2') without explaining what alignment or FASTQ is, assuming Claude's competence throughout. | 5 / 5 |
Actionability | Fully executable guidance including concrete tool names, file-format conventions, and a copy-paste-ready nf-core command with real flags (--genome GRCh38, --tools haplotypecaller,snpeff). | 5 / 5 |
Workflow Clarity | Clear structure via opinionated defaults and a 'Common Workflows' routing list, but it lacks explicit validation checkpoints for the batch/destructive operations it describes; QC PASS/FAIL thresholds are mentioned but not tied into a step sequence. | 4 / 5 |
Progressive Disclosure | Clean overview that splits detailed workflows into one-level-deep, clearly signaled references (references/rnaseq.md, annotation.md, cnv.md), all of which are real bundle files; navigation is easy and not over-nested. | 5 / 5 |
Total | 19 / 20 Passed |