Content
65%Weight 40%Scale 1-3Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is actionable and well-sequenced at the top level, anchored by an executable wrapper script. It is held back by verbose interpretive prose, validation steps that are delegated to the script rather than surfaced as explicit checkpoints, and an orphaned citation.bib reference file that is never linked from the body.
Suggestions
Tighten the 'Interpret and Report Results' metric explanations to just the formula and the one-line use-case trigger, dropping the pedagogical justification of gap behavior that Claude already knows.
Add an explicit verification checkpoint after the alignment step (e.g. 'Confirm the output file is non-empty and contains the expected number of aligned sequences before interpreting') and a short error-recovery note for job failures.
Link references/citation.bib from the body (e.g. in the References section) or move the detailed metric/feature-mapping guidance into a separate reference file referenced one level deep, so the overview stays lean.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The 'Interpret and Report Results' section explains identity-metric mechanics at length (e.g. 'This is the most conservative metric; it penalizes for all gaps (indels) introduced by any sequence in the MSA') — domain knowledge a competent Claude largely already has, so the prose could be tightened while keeping the denominator-choice guidance. | 2 / 3 |
Actionability | Provides a fully executable command ('uv run scripts/msa_align.py <INPUT_FASTA> -o <OUTPUT_FILE>'), a concrete FASTA example, and explicit flags ('Always specify the output file with -o or --output'), making the core task copy-paste ready. | 3 / 3 |
Workflow Clarity | Steps are clearly sequenced (prepare input → execute → interpret), but validation checkpoints are implicit — input/size/count checks live inside the script and the body has no 'verify the output alignment before interpreting' step or error-recovery loop, fitting the 'sequence present but checkpoints missing or implicit' anchor. | 2 / 3 |
Progressive Disclosure | The script is clearly signaled and present, but references/citation.bib exists in the bundle without being referenced or linked from the body, and the lengthy metric/feature-mapping guidance is inline rather than split into a one-level-deep reference — matching 'references present but not clearly signaled; content that should be separate is inline'. | 2 / 3 |
Total | 9 / 12 Passed |