CtrlK
BlogDocsLog inGet started
Tessl Logo

remote-compute-modal

Dispatch Feynman research notebook or experiment jobs to Modal. Use when a task has explicitly chosen Modal for bounded cloud compute, GPU jobs, or reproducible remote execution.

67

Quality

80%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

78%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 tight, well-structured workflow with verification and failure-handling built in, appropriate for a simple bounded-compute skill. Its main gap is actionability: guidance is concrete in intent but lacks the specific commands or script template needed to execute without further inference.

Suggestions

Add one concrete invocation example for submission (e.g., the actual Feynman notebook Modal command or a recorded-script snippet) so step 3 is executable rather than directional.

Show the non-secret CLI check command for step 1 (e.g., `modal --version` / `modal token current`) instead of describing it abstractly.

Add an explicit failure branch to the step-1 credential check (e.g., 'if unavailable, stop and report rather than proceeding').

DimensionReasoningScore

Conciseness

The body is lean and directive with no padding or explanation of concepts Claude already knows; each line earns its place, matching the top anchor.

5 / 5

Actionability

Steps name concrete intent (what to save, what to verify) but provide no executable commands or script template — 'Submit through Feynman's notebook Modal path or a recorded Modal script' leaves the actual invocation unspecified, so it is incomplete rather than fully executable.

3 / 5

Workflow Clarity

A clear five-step sequence with a pre-flight verification (step 1) and explicit failure handling (step 5), but the credential check lacks an explicit failure branch, leaving a minor validation gap below the top anchor.

4 / 5

Progressive Disclosure

This is a short, well-organized skill under 50 lines with no need for external references, so the simple-skill exception lets well-organized structure score at the top.

5 / 5

Total

17

/

20

Passed

Description

82%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 crisp, third-person description that cleanly answers both what the skill does and when to use it, with a distinctive Modal-scoped trigger. Its only weakness is modest action specificity, naming a single dispatch action rather than a fuller repertoire.

DimensionReasoningScore

Specificity

Names the domain and one concrete action ('Dispatch ... jobs to Modal') but does not enumerate multiple specific actions, so it is not comprehensive; a 4 would require several distinct actions.

3 / 5

Completeness

It explicitly states both what ('Dispatch Feynman research notebook or experiment jobs to Modal') and when ('Use when a task has explicitly chosen Modal for bounded cloud compute, GPU jobs, or reproducible remote execution') with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

Natural terms a user would say are present ('Modal', 'GPU jobs', 'cloud compute', 'remote execution'), giving good coverage; a few common synonyms are missing, so it stops short of 5.

4 / 5

Distinctiveness Conflict Risk

It carves a clear niche (Modal remote compute) and gates on an explicit, distinctive trigger ('explicitly chosen Modal'), minimizing overlap with other skills.

5 / 5

Total

17

/

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

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.