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llm-redteam-overview

LLM red team category — full AATMF v3 tactic coverage (T01–T15). Routing skill: read this first to identify which tactic applies, then load the matching sub-skill. Maps to MITRE ATLAS where overlap exists.

Quality

74%

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SecuritybySnyk

Critical

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Fix and improve this skill with Tessl

tessl review fix ./packages/decepticon/decepticon/skills/plugins/llm-redteam/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

78%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is a well-structured, token-efficient routing catalog that excels at progressive disclosure — pointing cleanly to 15 one-level-deep sub-skills. Its main weakness is that actionability and workflow clarity are bounded by its routing role: it delegates execution rather than demonstrating it.

DimensionReasoningScore

Conciseness

The body is table-driven and lean with no padding or basic-concept explanation, assuming Claude's competence; not a 5 because the Cross-Reference prose and 'When in doubt' section could be tightened slightly.

4 / 5

Actionability

Provides concrete, copy-paste-ready load_skill() paths with exact sub-skill locations plus a specific tooling table and routing tree; not a 5 because it routes rather than executes, offering no worked red-team procedure examples.

4 / 5

Workflow Clarity

Clear sequenced decision procedure (identify surface → route via tree → load sub-skill) with a 'When in doubt' default (T01 + T05 probe first); not a 5 because there are no explicit validation/feedback checkpoints, though the routing nature makes that a minor gap.

4 / 5

Progressive Disclosure

Exemplary overview-as-router: a tactic map points to 15 sub-skills via well-signaled, one-level-deep load_skill() paths with easy navigation and no nested reference chains; no local bundle files exist to contradict this.

5 / 5

Total

17

/

20

Passed

Description

58%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description clearly conveys a distinct LLM red-team routing niche with a few concrete actions, but lacks an explicit "Use when..." trigger clause and leans on framework jargon (AATMF, ATLAS) rather than the natural terms users say. Adding concrete trigger phrases would lift completeness and trigger-term quality.

Suggestions

Append an explicit 'Use when...' clause naming natural triggers, e.g. 'Use when the user asks about jailbreaks, prompt injection, LLM exploits, or AI red-teaming.'

Replace or supplement jargon ('AATMF v3', 'tactic coverage') with user-natural synonyms such as 'jailbreak', 'prompt injection', and 'LLM exploit'.

Move key trigger terms from the metadata when_to_use field into the description itself so they are visible at routing time.

DimensionReasoningScore

Specificity

Lists several concrete routing actions — "identify which tactic applies", "load the matching sub-skill", "Maps to MITRE ATLAS" — with only minor coverage gaps; not a 5 because the actions are routing-only and not comprehensive of the red-team workflow.

4 / 5

Completeness

The "what" is clear (LLM red-team routing catalog covering T01–T15), but there is no explicit "Use when..." trigger clause — "read this first to identify which tactic applies" is only weakly implied when-guidance, capping completeness at 3 per the rubric.

3 / 5

Trigger Term Quality

"LLM red team" is a natural user phrase, but "AATMF v3", "MITRE ATLAS", and "tactic coverage" are jargon and common variations like "jailbreak" or "prompt injection" are absent from the description itself (they live only in metadata).

3 / 5

Distinctiveness Conflict Risk

The "LLM red team / AATMF v3 tactic coverage (T01–T15)" niche is mostly distinct with clear triggers; not a 5 because "red team" broadly could overlap with general offensive-security skills.

4 / 5

Total

14

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository

PurpleAILAB/Decepticon

Path

packages/decepticon/decepticon/skills/plugins/llm-redteam/SKILL.md

Reviewed

Table of Contents

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