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boltz

Run or plan Boltz biomolecular structure predictions for proteins, complexes, ligands, or nucleic-acid assemblies. Use when a task asks for Boltz setup, inputs, outputs, confidence interpretation, or reproduction.

71

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

86%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A concise, well-sequenced instruction-only skill that assumes competence and embeds verification checkpoints. Adding an example invocation/manifest and an explicit confidence-feedback loop would lift actionability and workflow clarity.

Suggestions

Include one concrete example command or minimal input-manifest snippet so the run step is copy-paste ready.

Add an explicit feedback loop for low-confidence results (e.g. when interface/ligand confidence is weak, regenerate with adjusted seeds/constraints and re-score).

Clarify where Boltz package/version and command are recorded by referencing a concrete manifest filename or artifact path.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence: no padding, no explanation of what Boltz is, and every line gives actionable guidance within roughly a dozen lines.

5 / 5

Actionability

Each workflow step gives concrete, specific direction (entity types to normalize, execution routes to verify, fields to preserve, artifact categories to save), but no example command or manifest snippet is provided for a tool-running skill.

4 / 5

Workflow Clarity

A clearly sequenced 5-step workflow with validation checkpoints (verify execution route in step 2; treat output as hypothesis with verification checks in the closing paragraph), though it lacks an explicit failure-feedback loop for re-running on low confidence.

4 / 5

Progressive Disclosure

As a short, single-purpose skill with no bundle files and no need for external references, the well-organized numbered workflow satisfies the simple-skill exception for full marks.

5 / 5

Total

18

/

20

Passed

Description

87%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description that clearly states capability and trigger conditions with concrete domain-specific terms. Minor room to add file-extension/synonym triggers for fuller keyword coverage.

DimensionReasoningScore

Specificity

The description lists concrete actions ('Run or plan Boltz biomolecular structure predictions') across several explicit target entities ('proteins, complexes, ligands, or nucleic-acid assemblies') and enumerates task areas (setup, inputs, outputs, confidence interpretation, reproduction), with only minor gaps in action coverage.

4 / 5

Completeness

It explicitly answers 'what' ('Run or plan Boltz biomolecular structure predictions...') and 'when' via a concrete 'Use when a task asks for Boltz setup, inputs, outputs, confidence interpretation, or reproduction' trigger clause.

5 / 5

Trigger Term Quality

It surfaces the natural domain keyword 'Boltz' alongside task-relevant terms ('setup, inputs, outputs, confidence interpretation, reproduction') a user would actually say, though it omits file extensions and some synonyms (e.g. .cif/.pdb, 'protein structure').

4 / 5

Distinctiveness Conflict Risk

The 'Boltz biomolecular structure predictions' niche and its eponymous trigger term are highly distinct, making conflict with other skills minimal.

5 / 5

Total

18

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
companion-inc/feynman
Reviewed

Table of Contents

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