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risk-classification

athola · Данни и AI

Inline risk classification for agent tasks using a 4-tier model. Hybrid routing: GREEN/YELLOW use heuristic file-pattern matching, RED/CRITICAL escalate to war-room-checkpoint for full reversibility scoring.

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Теми: risk · classification · safety · verification · gates

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Risk Classification

Overview

Provides inline risk classification for agent tasks using a 4-tier model (GREEN/YELLOW/RED/CRITICAL). Uses fast heuristic file-pattern matching for low-risk tiers and delegates to Skill(attune:war-room-checkpoint) for high-risk tiers requiring full reversibility scoring.

When To Use

  • Assessing risk of tasks before agent assignment
  • Determining verification requirements for task completion
  • Deciding parallel execution safety between tasks
  • Adding risk markers to task checklists

When NOT To Use

  • Single-file trivial changes (assume GREEN)
  • Strategic architecture decisions (use full Skill(attune:war-room) instead)
  • Non-code tasks (documentation-only, configuration comments)

4-Tier Risk Model

TierColorScopeExampleVerification
GREENSafeSingle file, trivial revertTest files, docs, utilsNone required
YELLOWCautionModule-level, user-visibleComponents, routes, viewsConflict check and test pass
REDDangerCross-module, security/dataMigrations, auth, database schemaWar-room RS, full test, and review
CRITICALStopIrreversible, regulatedData deletion, production deployWar-room RS and human approval

Hybrid Routing

Task received
    |
    v
Heuristic classifier (file patterns)
    |
    ├── GREEN/YELLOW → Apply tier, continue
    |
    └── RED/CRITICAL → Invoke Skill(attune:war-room-checkpoint)
                        for reversibility scoring (RS)
                        |
                        └── RS confirms or adjusts tier

Why hybrid: GREEN/YELLOW classification is fast and deterministic (file pattern matching). RED/CRITICAL tasks warrant the overhead of full reversibility analysis because the cost of getting them wrong is high.

Task Metadata Extension

Add risk tier to task metadata for downstream consumption:

{
  "id": "5",
  "subject": "Add user authentication",
  "metadata": {
    "risk_tier": "YELLOW",
    "risk_reason": "Modifies src/components/LoginForm.tsx (user-visible component)",
    "classified_at": "2026-02-07T22:00:00Z"
  }
}

Tasks without risk_tier metadata default to GREEN (backward compatible).

Readiness Levels

The 4-tier Readiness Levels system provides clear risk classification with required controls per tier:

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