Red Team Analysis (Devil's Advocate)
SkillDev toolsUse when challenging a prevailing analytical judgment, the user asks "what is the opposing case?" / "argue the other side", or wants a devil's-advocate review of an assessment. Deliberately argues the opposite position to expose weaknesses.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Red Team Analysis (Devil's Advocate) skill
What this skill tells your AI
The instructions your AI receives, as published by liberty91ltd/cti-skills in skills/red-team-analysis/SKILL.md and read by ahel’s review.
When consensus is strong, this technique deliberately argues the opposing position. The goal is not to be contrarian for its own sake — it's to find genuine weaknesses in the prevailing analysis before they become blind spots.
When to Use
- Consensus is strong and unchallenged
- High-stakes assessment (wrong conclusion = significant harm)
- Analysis has been produced quickly under pressure
- The same team that collected also analysed (potential tunnel vision)
- Before publishing a product that will drive significant decisions
Procedure
Step 1: State the Prevailing Judgment
Write the current analytical consensus clearly and completely.
Step 2: Argue Against It (With Maximum Effort)
Deliberately and rigorously construct the best possible case AGAINST the prevailing judgment:
- What evidence is being overweighted?
- What alternative explanations exist for the same evidence?
- What evidence has been ignored or underweighted?
- What assumptions are vulnerable? (cross-reference with key-assumptions-check)
- What would a sophisticated adversary do to make us believe the prevailing judgment?
- What historical cases looked similar but turned out differently?
Step 3: Assess the Red Team Arguments
Honestly evaluate:
- Are any red team arguments compelling enough to change the judgment?
- Do they warrant lowering the confidence level?
- Do they identify intelligence gaps that should be filled?
- Do they suggest alternative hypotheses that should be tracked?
Step 4: Report
## Red Team Analysis: [Prevailing Judgment]
### Prevailing Judgment
[The assessment being challenged]
### Red Team Case
[The best case against the prevailing judgment]
#### Overweighted Evidence
- [Evidence that may be given too much weight, and why]
#### Alternative Explanations
- [Alternative explanations for the same evidence]
#### Ignored/Underweighted Evidence
- [Evidence pointing away from the prevailing judgment]
#### Vulnerable Assumptions
- [Assumptions the prevailing judgment depends on]
### Red Team Assessment
[How compelling is the red team case?]
- **Compelling**: Prevailing judgment should be revised
- **Partially compelling**: Confidence should be lowered
- **Not compelling**: Prevailing judgment stands, but the exercise identified useful intelligence gaps
### Recommendations
- [Actions: revise judgment, lower confidence, collect against gaps, track alternative hypothesis]
Rules
- Argue with genuine effort — a weak red team is worse than no red team
- Separate the red team from the original analysis (different perspective, ideally different analyst)
- Red team findings must be incorporated into the final product
- A successful red team doesn't mean the original was wrong — it means we're more confident (or appropriately less confident) in the result
Signals
- GitHub stars
- 22
- Forks
- 9
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
red-team-analysis- Source
- github.com/liberty91ltd/cti-skills