Content
81%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-sequenced skill with genuine validation checkpoints and excellent reference hygiene. The main cost is token efficiency: runtime-specific (Codex/Claude Code) background-execution guidance and payload-flag precedence rules are repeated across three sections and partially duplicated in references/api.md.
Suggestions
Consolidate the Claude Code/Codex background-execution and heartbeat guidance into a single section (e.g., keep the Command Pattern comments and one 'Always Do This' bullet) and delete the duplicated prose in Workflow step 6 and Always Do This bullets.
Move the payload flag precedence details (top-level flags win over --input, direct object override forms, stdin piping) into references/api.md, keeping only a one-line pointer in SKILL.md, since api.md already documents this.
Replace the long wall-clock guidance sentence in the download bullet with a compact tiering rule (e.g., '<100 candidates: minutes; 100-1,000: tens of minutes; larger: hours+') to preserve the information in fewer tokens.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and imperative with no conceptual padding, but the Claude Code vs Codex background/heartbeat guidance is repeated three times (Workflow step 6, the Command Pattern comments, and two 'Always Do This' bullets), and several 'Always Do This' bullets on payload flag precedence duplicate content already in references/api.md. This is more than the minor trims of anchor 4, fitting 'mostly efficient but could be tightened'. | 3 / 5 |
Actionability | The Command Pattern block is copy-paste ready with explicit placeholder-substitution comments, exact flags, absolute-path rules, and a worked idempotency-key/naming convention. Ranking instructions name concrete metrics (binding_confidence, iptm, min_interaction_pae) and the exact output file path, fully covering the common cases. | 5 / 5 |
Workflow Clarity | Seven clearly sequenced steps with prerequisite setup handling, an explicit validation checkpoint before the batch submit ("show the USD cost, wait for explicit confirmation"), error-recovery loops (auth failure -> boltz-cli-setup -> retry; sandbox block -> escalate -> retry; detached download restart), and terminal-state monitoring via download-status. Feedback loops for the batch operation are present, so the batch-cap is not triggered. | 5 / 5 |
Progressive Disclosure | The overview points to references/api.md and references/results.md, both real files one level deep, well-signaled with purpose and read-when guidance ("Read references/results.md after download when ranking"), and neither nests further references. It is not a 5 because payload-flag details that belong in api.md are inlined in the 'Always Do This' section, a minor organization gap matching anchor 4. | 4 / 5 |
Total | 17 / 20 Passed |