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variant-analysis

Hunts for the other instances of a bug already found — the variants of one root cause across a codebase. Use immediately after a vulnerability, logic bug, or bad pattern turns up in a specific file and the question becomes where else it occurs, including the bare conversational form ("are there othe…

Install / Use

npx skills add trailofbits/skills --skill variant-analysis

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

83/100

Category

Security

Supported Platforms

Universal

Tags

Our assessment of variant-analysis

variant-analysis scores 83/100 on our quality scale, 591st of 774 Security skills we index.

Its SKILL.md is 3.8 KB long, split into 7 sections and no code examples: a solid amount of guidance for an agent.

With 7,225 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
11/20
Description
15/15
Adoption
16/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 4 days ago, so variant-analysis is actively maintained.
  • It is released under the CC-BY-SA-4.0 license; check its terms before commercial use.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

variant-analysis compared with similar skills

All 4 of these similar skills score higher than variant-analysis; compare them before choosing.

SkillScoreStarsUpdatedFormat
variant-analysis (this skill)by trailofbits837.2k4d agoSKILL.md
algorithmic-artby anthropics100177.9k5d agoSKILL.md
pptxby anthropics100177.9k5d agoSKILL.md
designby nextlevelbuilder100130.2k6d agoSKILL.md
ui-ux-pro-maxby nextlevelbuilder100130.2k6d agoSKILL.md

Frequently asked questions

How do I install variant-analysis?
Run npx skills add trailofbits/skills --skill variant-analysis. The install tabs above show the steps for each supported agent.
Which AI agents does variant-analysis work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is variant-analysis safe to use?
It is CC-BY-SA-4.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is variant-analysis still maintained?
The repository was last updated 4 days ago, so variant-analysis is actively maintained.

name: variant-analysis description: Hunts for the other instances of a bug already found — the variants of one root cause across a codebase. Use immediately after a vulnerability, logic bug, or bad pattern turns up in a specific file and the question becomes where else it occurs, including the bare conversational form ("are there others like this?", "is this the same bug?"). Also for generalizing one known instance into a CodeQL or Semgrep query for its whole pattern family, and for triaging a set of look-alike candidates against a known root cause. Not for initial discovery with no bug in hand.

Variant Analysis

Find the other instances of a bug you have already found. One root cause usually has several manifestations, and they are rarely in the module where you found the first one.

When to Use

  • A vulnerability has been found and you need to search for similar instances
  • Building or refining CodeQL/Semgrep queries for security patterns
  • Performing systematic code audits after an initial issue discovery
  • Analyzing how a single root cause manifests in different code paths

When NOT to Use

  • Initial vulnerability discovery — use audit-context-building or a domain-specific audit
  • General code review with no known pattern to search for
  • Writing fix recommendations — use issue-writer
  • Understanding unfamiliar code — use audit-context-building first

The Five Steps

Read the reference for a step when you reach it.

1. Understand the original issue. Extract the root cause — why the code is wrong, not what it does — and enumerate the directions a variant could hide in: related identifiers, other manifestations of the same mistake, data-type edge cases. → references/root-cause.md

2. Create an exact match. Write a pattern matching ONLY the known instance and confirm it hits. A pattern that matches nothing means you have misunderstood the bug, and every search built on it is calibrated against the wrong code.

3–4. Generalize one element at a time. Climb from the exact match toward the pattern family, running and reading all matches after each single change. Stop when more than half the matches are noise. → references/searching.md — abstraction ladder, tool selection, false-positive filters

5. Triage. Decide which candidates are real, and say so with a severity attached. → references/triage.md

Then write it up, including the patterns that failed and a CI rule to prevent regression. → references/reporting.md

Running it as a Workflow

This plugin ships /variant-analysis:variants, which runs the five steps across parallel subagents — one per expansion axis, looping until the sweep stops finding anything new. Each stage reads the reference above that matches its job.

Use the workflow when the codebase is large or the root cause has many manifestations. Work the steps directly when the search is narrow or you want a say in each generalization.

What Makes Hunts Fail

  1. Narrow scope — searching only the module the original bug was in
  2. Pattern too specific — searching one attribute and missing the family around it
  3. One vulnerability class — chasing a single manifestation of the root cause
  4. Happy-path testing — never trying the null, empty, and boundary cases
  5. Generalizing too fast — abstracting several elements at once, so noise cannot be attributed to any one of them

The first three are covered in root-cause.md and searching.md, the fourth in triage.md.

Resources

CodeQL (resources/codeql/): python.ql, javascript.ql, java.ql, go.ql, cpp.ql

Semgrep (resources/semgrep/): python.yaml, javascript.yaml, java.yaml, go.yaml, cpp.yaml

Report: resources/variant-report-template.md

Related Skills

View on GitHub
GitHub Stars7.2k
CategorySecurity
Updated4d ago
Forks615

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions