Individual skill

fresh-reader-review

Use when asked to cold-read an artifact with fresh zero-context eyes and cut whatever a stranger cannot follow. Not for criteria-review of requirements docs: use doc-review.

.devin/skills/fresh-reader-review/SKILL.md

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What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: No
Repository scan complete: No
Skill scan complete: Yes
Observed behavior: Not checked yet
Last checked: Nov 4, 2026

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Repository context

Repository stars (not skill ratings): 55
Repository last updated: Sep 28, 2026
License: Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

odd Repository topic
odin Repository topic
outline Repository topic
outlines Repository topic
coding-paradigm Repository topic
outline-driven-development Repository topic
claude-plugins Repository topic
codex-cli Repository topic
gemini-cli-extensions Repository topic
outline-driven Repository topic
docs Derived category

Files and excerpt

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SKILL.mdcore · 4,543 bytes
agents/openai.yamlasset · 227 bytes

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# Fresh reader review

Can a new reader understand the artifact without the context that produced it?

## Contract

| Field | Bound contract |
|---|---|
| Trigger | User asks 'does this make sense to someone new' or 'cold-read this', or a README, document, skill, or PR description is about to ship. |
| Authority | Read-only. No file, VCS, credential, paid, published, deployed, or remote mutation. |
| Side effect | One or more isolated clean-room sub-sessions are dispatched depending on artifact stakes and size; the verdict and ordered fixes return in chat and the artifact is never edited. |
| Done | Blind sub-sessions, each reading only the inline artifact with no surrounding context, return a standalone verdict and severity-ordered fixes. |

## Inputs