Individual skill

fuzzing-obstacles

Use when asked to identify and bypass checksums, nondeterminism, or validation barriers that block fuzzing coverage. Not for dictionary creation: use fuzzing-dictionary. Local writes only.

.devin/skills/fuzzing-obstacles/SKILL.md

Read pinned source

Source commit b0e8ce89a19fac880251dc3ea1babfeb4503a4fe

What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: Yes
Repository scan complete: No
Skill scan complete: No
Observed behavior: Instructions only
Last checked: Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

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
engineering Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

SKILL.mdcore · 5,446 bytes
SKILL.mdcore · 5,446 bytes
SKILL.mdcore · 5,446 bytes
agents/openai.yamlasset · 187 bytes
references/patch-patterns.mddoc · 1,254 bytes

Read excerpt


# Fuzzing obstacles

## Contract

| Field | Bound contract |
|---|---|
| Trigger | User needs to identify and safely bypass checksums, nondeterminism, or validation barriers that block fuzzing coverage. |
| Authority | Reversible local: writes only the System Under Test source behind an explicit fuzzing build flag so production behavior is unchanged; rollback is deleting the conditional block or the fuzz build configuration. No remote mutation. Production code path is never altered. |
| Side effect | Fuzz-only target behavior behind explicit build controls. No production binary, credential, remote, or published artifact is touched. |
| Done | The specific obstacle is bypassed only in fuzz builds, coverage improves over the unpatched baseline, and false-positive risk is assessed. |

## Not for

- Dictionary creation for fixed-token gates: use fuzzing-dictionary.