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/trailmark-variant-neighborhood

Expands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling functions, shared callers and callees, common sensitive sinks, common entrypoint paths, interface implementations, override relationships, type/reference

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$ npx -y skills add trailofbits/skills --skill trailmark-variant-neighborhood --agent claude-code

SKILL.md

trailmark-variant-neighborhood.SKILL.md
name: trailmark-variant-neighborhood
description: "Expands one confirmed or suspected vulnerability into a Trailmark graph neighborhood of variant candidates by finding sibling functions, shared callers and callees, common sensitive sinks, common entrypoint paths, interface implementations, override relationships, type/reference neighbors, and structurally similar nodes. Use after one issue is found to seed variant-analysis, semgrep-rule-creator, static-analysis, or manual review with graph-derived candidate locations."
allowed-tools:
  - Bash
  - Read
  - Grep
  - Glob
  - Write

Trailmark Variant Neighborhood

Expand one seed issue into graph-derived variant candidates. This skill generates review targets, not confirmed findings.

When to Use

  • A finding is confirmed or plausible and variants may exist
  • The vulnerable pattern depends on call context
  • The issue involves a shared sink, source, validator, interface, override,

trait, hook, handler, adapter, or critical type

  • The next step is to seed `variant-analysis`, `semgrep-rule-creator`,

`static-analysis`, or manual review

When NOT to Use

  • No seed issue exists. Use discovery or triage first.
  • The pattern is purely syntactic and already obvious. Use

`semgrep-rule-creator` directly.

  • The question is exploit-chain composition across multiple findings. Use a

composition workflow.

  • The goal is remediation verification. Use a remediation-review workflow.
  • The seed cannot be bound to a graph node.

Rationalizations to Reject

| Rationalization | Why It Is Wrong | Required Action | |---|---|---| | "Nearby code means variant" | Proximity is only a candidate reason | Rank it as a review target | | "Only exact same names matter" | Variants often share sinks or preconditions, not names | Expand across callers, callees, interfaces, and types | | "Every candidate is a finding" | This skill outputs candidates for review | Avoid vulnerability claims | | "Unreachable candidates can be ignored completely" | They may become reachable after refactors | Rank lower or list as deferred | | "Graph candidates replace semantic pattern work" | Graph structure finds locations, not root-cause semantics | Hand off to variant-analysis, Semgrep, CodeQL, or manual review |

Workflow

Variant Neighborhood Progress:
- [ ] Step 1: Normalize and bind the seed
- [ ] Step 2: Expand graph neighborhoods
- [ ] Step 3: Rank candidates
- [ ] Step 4: Extract variant pattern guidance
- [ ] Step 5: Emit handoff packet

Step 1: Normalize And Bind The Seed

Accept finding text, file/line, function name, or output from `trailmark-finding-triage`. Bind the seed to a Trailmark node and record the root cause in plain language.

If the seed has no concrete graph binding, stop before inventing variants.

Step 2: Expand Neighborhoods

Use the dimensions in [references/neighborhood-patterns.md](references/neighborhood-patterns.md):

  • shared callers
  • shared callees and sinks
  • entrypoint path neighbors
  • interface, override, trait, and implementation siblings
  • file or module cluster neighbors
  • taint or privilege-boundary peers
  • type and state-reference neighbors

Bound expansion to avoid candidate floods.

Step 3: Rank Candidates

Rank with [references/ranking.md](references/ranking.md). Prioritize entrypoint-reachable, tainted, boundary-adjacent, high-blast-radius, shared sink, same-interface, and close-distance candidates. Penalize test, mock, generated, vendor, unreachable, and trusted-internal-only candidates.

Step 4: Extract Pattern Guidance

Summarize what should be searched for syntactically and what requires semantic review. Identify whether follow-up belongs in:

  • `variant-analysis`
  • `semgrep-rule-creator`
  • `static-analysis` with CodeQL or SARIF-producing tools
  • manual review

Step 5: Emit Handoff Packet

Use [references/output-format.md](references/output-format.md). Include ranked candidates, inclusion reasons, exclusions, limitations, and the variant-analysis handoff.

Stop Conditions

  • No graph binding exists
  • Candidate count is too high and the root cause is underspecified
  • Trailmark cannot analyze the target language
  • The seed is only in test, generated, or vendor code and the user did not say

that code is in scope

Read more
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Trail of Bits skills and plugins for AI-assisted security analysis, testing, and development. Install this marketplace in Claude Code or Codex, or import it into your ChatGPT workspace marketplace.

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Questions about trailmark-variant-neighborhood.

Which coding agents can use trailmark-variant-neighborhood?
trailmark-variant-neighborhood installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.