audit-augmentation
Augments Trailmark code graphs with external audit findings from SARIF static analysis results, weAudit annotation files, and version-gated Trailmark 0.4.x…
Skill by trailofbits
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Use cases: data, security
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/audit-augmentation
What's inside
- Skill name
audit-augmentation- Description
- Augments Trailmark code graphs with external audit findings from SARIF static analysis results, weAudit annotation files, and version-gated Trailmark 0.4.x binary-analysis graph exports. Maps findings to graph nodes by file and line overlap, creates severity-based subgraphs, and enables cross-referencing findings with pre-analysis data (blast radius, taint, etc.). Use when projecting SARIF results onto a code graph, overlaying weAudit annotations, importing binary graph findings, cross-referencing Semgrep, CodeQL, or binary-analysis findings with call graph data, or visualizing audit findings in the context of code structure.
- License
- CC-BY-SA-4.0
- Instructions
- 223 lines in SKILL.md · view on GitHub
Files (4)
- SKILL.md
- openai.yaml · agents/
- trail-of-bits-mark.svg · assets/
- formats.md · references/
SKILL.md (first lines)
# Audit Augmentation
Projects findings from external tools (SARIF) and human auditors (weAudit)
onto Trailmark code graphs as annotations and subgraphs. Trailmark 0.4.0+ can
also import an external binary-analysis graph JSON export via
`engine.augment_binary()`.
## When to Use
- Importing Semgrep, CodeQL, or other SARIF-producing tool results into a graph
- Importing weAudit audit annotations into a graph
- Importing binary-analysis graph data into a source graph (Trailmark 0.4.0+)
- Cross-referencing static analysis findings with blast radius or taint data
- Querying which functions have high-severity findings
- Visualizing audit coverage alongside code structure
- Preparing one SARIF or weAudit result for `trailmark-finding-triage`
## When NOT to Use
- Running static analysis tools (use semgrep/codeql directly, then import)
- Building the code graph itself (use the `trailmark` skill)
- Generating diagrams (use the `diagramming-code` skill after augmenting)
## Rationalizations to Reject
| Rationalization | Why It's Wrong | Required Action |
|-----------------|----------------|-----------------|
| "The user only asked about SARIF, skip pre-analysis" | Without pre-analysis, you can't cross-reference findings with blast radius or taint | Always run `engine.preanalysis()` before augmenting |
| "Unmatched findings don't matter" | Unmatched findings may indicate parsing gaps or out-of-scope files | Report unmatched count and investigate if high |
| "One severity subgraph is enough" | Different severities need different triage workflows | Query all severity subgraphs, not just `error` |
| "SARIF results speak for themselves" | Findings without graph context lack blast radius and taint reachability | Cross-reference with pre-analysis subgraphs |
| "weAudit and SARIF overlap, pick one" | Human auditors and tools find different things | Import both when available |
| "Tool isn't installed, I'll do it manually" | Manual analysis misses what tooling catches | Install trailmark first |
---
## Installation
**MANDATORY:** If `uv run trailmark` fails, install trailmark first:
```bash
uv tool install trailmark
# Python snippets: uv run --with trailmark python - (a tool env is not importable)
```
## Version Gate
SARIF and weAudit augmentation are v0.2-safe. Binary graph augmentation is
Trailmark 0.4.0+ only. Before calling `engine.augment_binary()`, check:
```python
if not hasattr(engine, "augment_binary"):
raise RuntimeError("Binary augmentation requires Trailmark >= 0.4.0")
```
On Trailmark 0.5.0+, known links between source functions and imported binary
or external endpoints can also be declared once in `.trailmark/links.toml`
(see the main `trailmark` skill's Repository Links section) instead of being
re-derived per session. Declared external endpoints materialize as
`proxy.external:<symbol>` nodes on every parse.
## Quick Start
### CLI
```bash
# Augment with SARIF
uv run trailmark augment {targetDir} --sarif results.sarif
# Augment with weAudit
uv run trailmark augment {targetDir} --weaudit .vscode/alice.weaudit
# Both at once, output JSON
uv run trailmark augment {targetDir} \
--sarif results.sarif \
--weaudit .vscode/alice.weaudit \
--json
```
Binary graph augmentation is programmatic in Trailmark 0.4.0+; do not invent a
CLI flag if `trailmark augment --help` does not show one.
### Programmatic API
```python
from trailmark.query.api import QueryEngine
engine = QueryEngine.from_directory("{targetDir}", language="auto")
# Run pre-analysis first for cross-referencing
engine.preanalysis()
# Augment with SARIF
result = engine.augment_sarif("results.sarif")
# result: {matched_findings: 12, unmatched_findings: 3, subgraphs_created: [...]}
# Augment with weAudit
result = engine.augment_weaudit(".vscode/alice.weaudit")
# Augment with an external binary graph export (v0.4+)
if hasattr(engine, "augment_binary"):
result = engine.augment_binary("binary_graph.json")
# Query findings
engine.findings() # All findings
engine.subgraph("sarif:error") # High-severity SARIF
engine.subgraph("weaudit:high") # High-severity weAudit
engine.subgraph("sarif:semgrep") # By tool name
engine.annotations_of("function_name") # Per-node lookup
```
If auto-detection is wrong for the target, rerun with an explicit language or
comma-separated list such as `python,rust`.
## Workflow
```
Augmentation Progress:
- [ ] Step 1: Build graph and run pre-analysisFrom trailofbits/skills, CC-BY-SA-4.0.
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Signals
- Stars
- 7,783
- Forks
- 671
- Open issues
- 30
- Last commit (this folder)
- Sep 16, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- CC-BY-SA-4.0
- Repository
- github.com/trailofbits/skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
audit-augmentation skill. Agent Mart. https://agentmart.dev/skills/trailofbits-audit-augmentation (last updated 2026-10-24)