trace-analysis-advisor SKILL.md skillA
trace-analysis-advisor from dreadnode/capabilities is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add dreadnode/capabilities/trace-analysis-advisor@git:20260504.959acbcPins git:20260504.959acbc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- dreadnode/capabilities
- Path
capabilities/ai-red-teaming/skills/trace-analysis-advisor/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260504.959acbc, committed May 4, 2026
- First version recorded
- May 4, 2026
- Size
- 8,833 bytes
- Repository stars
- 21
- License
- MIT
Analyzes historical attack traces to provide intelligent recommendations for attack selection, transform effectiveness, and strategic adaptation.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Trace Analysis Advisor Leverages historical OTEL trace data from previous assessments to provide intelligent, data-driven recommendations for AI red teaming operations. This skill transforms the agent from reactive trial-and-error to strategic, evidence-based attack planning. ## Core Capabilities ### 1. **Attack Effectiveness Analysis** Analyzes success rates of different attack types against specific target models and goal categories to recommend optimal attack strategies. **Use case:** "Which attack should I use against claude-sonnet for credential extraction goals?" ### 2. **Transform Optimization** Evaluates historical effectiveness of transforms across different targets and attack types to suggest optimal obfuscation strategies. **Use case:** "What transforms work best for system prompt extraction against this target model?" ### 3. **Success Prediction** Predicts likelihood of attack success based on target characteristics, attack type, and historical patterns. **Use case:** "What's the probability that TAP will succeed against this target for this goal category?" ### 4. **Vulnerability Fingerprinting** …
Read the whole file at its exact version.
How to install
mdr add dreadnode/capabilities/trace-analysis-advisor@sha256:9dd92a4090efa222The line at the top of this page pins the label git:20260504.959acbc, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ecnzmddnsquoia64)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on May 4, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260504.959acbc latest | 2026-05-04 | 959acbc | 8,833 B | A | view · diff |
| git:20260504.46fd4bc | 2026-05-04 | 46fd4bc | 8,958 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8833 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
dreadnode/capabilities · 21 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ecnzmddnsquoia64 GET https://markdownregistry.com/api/v1/resolve?ref=dreadnode/capabilities/trace-analysis-advisor GET https://markdownregistry.com/api/v1/blob/9dd92a4090efa222fc8b18784ecfc0060e47887ee7082dbfdb24ee567b079abb
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.