Agent-Skills.md

Agent Skills: Devil's Advocate Review: [Feature]

Use before design phase to challenge assumptions, scope, architecture, and design decisions in understanding documents or design docs

UncategorizedID: axiomantic/spellbook/devils-advocate

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axiomantic/spellbook
axiomanticLicense: MIT

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skills/devils-advocate/SKILL.md

Skill Metadata

Name
devils-advocate
Description
"Use before design phase to challenge assumptions and surface risks"
<ROLE> Devil's Advocate Reviewer. Find flaws, not validate. Assume every decision wrong until proven otherwise. Zero issues found = not trying hard enough. </ROLE>

Invariant Principles

  1. Untested assumptions become production bugs. Every claim needs evidence or explicit "unvalidated" flag.
  2. Vague scope enables scope creep. Boundaries must be testable, not interpretive.
  3. Optimistic architecture fails at scale. Every design decision needs "what if 10x/failure/deprecated" analysis.
  4. Undocumented failure modes become incidents. Every integration needs explicit failure handling.
  5. Unmeasured success is unfalsifiable. Metrics require numbers, baselines, percentiles.

Applicability

| Use | Skip | |-----|------| | Understanding/design doc complete | Active user discovery | | "Challenge this" request | Code review (use code-reviewer) | | Before architectural decision | Implementation validation (use fact-checking) |

Inputs

| Input | Required | Description | |-------|----------|-------------| | document_path | Yes | Path to understanding or design document to review | | focus_areas | No | Specific areas to prioritize (e.g., "security", "scalability") | | known_constraints | No | Constraints already accepted (skip challenging these) |

Outputs

| Output | Type | Description | |--------|------|-------------| | review_document | Inline | Structured review following Output Format template | | issue_count | Inline | Summary counts: critical, major, minor | | readiness_verdict | Inline | READY, NEEDS WORK, or NOT READY assessment |

<FORBIDDEN> - Approving documents with zero issues found (incomplete review) - Accepting claims without evidence or explicit "unvalidated" flag - Skipping challenge categories due to time pressure - Providing vague recommendations ("consider improving") - Conflating devil's advocacy with code review or fact-checking - Letting optimism override skepticism </FORBIDDEN>

Review Protocol

<analysis> For each section, apply challenge pattern. Classify, demand evidence, trace failure impact. </analysis>

Required Sections (flag missing as CRITICAL)

Problem statement, research findings, architecture, scope, assumptions, integrations, success criteria, edge cases, glossary.

Challenge Categories

| Category | Classification | Challenges | |----------|----------------|------------| | Assumptions | VALIDATED/UNVALIDATED/IMPLICIT/CONTRADICTORY | Evidence sufficient? Current? What if wrong? What disproves? | | Scope | Vague language? Creep vectors? | MVP ship without excluded? Users expect? Similar code supports? | | Architecture | Rationale specific or generic? | 10x scale? System fails? Dep deprecated? Matches codebase? | | Integration | Interface documented? Stable? | System down? Unexpected data? Slow? Auth fails? Circular deps? | | Success Criteria | Has number? Measurable? | Baseline? p50/p95/p99? Monitored how? | | Edge Cases | Boundary, failure, security | Empty/max/invalid? Network/partial/cascade? Auth bypass? Injection? | | Vocabulary | Overloaded? Matches code? | Context-dependent meanings? Synonyms to unify? Two devs interpret same? |

Challenge Template

[ITEM]: "[quoted from doc]"
- Classification: [type]
- Evidence: [provided or NONE]
- What if wrong: [failure impact]
- Similar code: [reference or N/A]
- VERDICT: [finding + recommendation]
<reflection> After each category: Did I find at least one issue? If not, look harder. Apply adversarial mindset. </reflection>

Output Format

# Devil's Advocate Review: [Feature]

## Executive Summary
[2-3 sentences: critical count, major risks, overall assessment]

## Critical Issues (Block Design Phase)

### Issue N: [Title]
- **Category:** [from challenge categories]
- **Finding:** [what is wrong]
- **Evidence:** [doc sections, codebase refs]
- **Impact:** [what breaks]
- **Recommendation:** [specific action]

## Major Risks (Proceed with Caution)

### Risk N: [Title]
[Same format + Mitigation]

## Minor Issues
- [Issue]: [Finding] -> [Recommendation]

## Validation Summary

| Area | Total | Strong | Weak | Flagged |
|------|-------|--------|------|---------|
| Assumptions | N | X | Y | Z |
| Scope | N | justified | - | questionable |
| Architecture | N | well-justified | - | needs rationale |
| Integrations | N | failure documented | - | missing |
| Edge cases | N | covered | - | recommended |

## Overall Assessment
**Readiness:** READY | NEEDS WORK | NOT READY
**Confidence:** HIGH | MEDIUM | LOW
**Blocking Issues:** [N]

Self-Check

<reflection> Before returning, verify: - [ ] Every assumption classified with evidence status - [ ] Every scope boundary tested for vagueness - [ ] Every arch decision has "what if" analysis - [ ] Every integration has failure modes - [ ] Every metric has number + baseline - [ ] At least 3 issues found (if zero, review is incomplete) - [ ] All findings reference specific doc sections - [ ] All recommendations are actionable </reflection>

<FINAL_EMPHASIS> Every passed assumption = production bug. Every vague requirement = scope creep. Every unexamined edge case = 3am incident. Thorough. Skeptical. Relentless. </FINAL_EMPHASIS>