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D

wrangler

by cloudflare/skills · view source ↗
Autonomous CodingApache-2.04,589 tok/call
Usable, but review first — and it is token-heavy
Safety grade
D
54/100 · gate: review
Token cost
4,589
2.2× median
Efficacy
+25 pts
on older models · measured
Efficacy · actually measured (not guessed)

A real boost on standard / older models (+25); today's top models already have this built in.

Today's top models
This tier already does it — no lift to add · e.g. Claude 4 · GPT-4-class · DeepSeek-V3
100% without → 100% with · measured on deepseek-chat (4×3)
Standard / older models
Clearly better with it (+25 pts) · e.g. MiniMax-Text-01 · smaller open models
75% without → 100% with · measured on MiniMax-Text-01 (4×3)
How: we install the skill into a real model, run the same tasks with it vs without, and compare — labeled with the exact model + sample size above.

What it claims to do

Cloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct synt…

What we found · 7

What its scripts can do

highReads secrets
mediumInstalls packages
mediumNetwork egress

Conflicts with · 7

cloudflare-email-serviceshadowcloudflare, worker
verification-before-completionshadowrunn, command
turnstile-spinoverlapcloudflare, deploy, manag, worker, load
agents-sdkoverlapcloudflare, worker, load, workflow
workers-best-practicesoverlapcloudflare, worker, load, wrangler
cloudflareoverlapcloudflare, worker, vectorize
sandbox-sdkoverlapload, command

If you have both installed, they compete for the same triggers — the top cause of an agent picking the wrong skill.

Have you installed wrangler? Scan everything you run.

One command grades every skill in your Claude Code / Codex — safety, token bloat, and conflicts, 100% locally.

npx skillmoo scan

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Grade computed 2026-07-13 · rubric static-v1. Efficacy shown only when measured on a labeled model + task suite — never invented.

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SkillMOO grade D

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Does this rating match your experience with wrangler?
Anonymous & aggregate. We watch these as a trend and re-check flagged skills — a single click never moves a grade on its own.
Independent static analysis by SkillMOO — the Consumer Reports for agent skills. Safety, token, and conflict grades are computed, not opinions. Efficacy is only ever claimed when measured. We rate & link to the source; we do not rehost skill content.