--- name: risk-classification description: Classifies agent tasks into 4 risk tiers (GREEN/YELLOW/RED/CRITICAL). Use when assessing action reversibility before committing to an approach. alwaysApply: false category: infrastructure tags: - risk - classification - safety - verification - gates dependencies: - error-patterns provides: infrastructure: - risk-tier-classification - verification-gates - heuristic-classifier patterns: - risk-aware-coordination - tier-based-verification usage_patterns: - task-risk-assessment - verification-gate-routing - parallel-safety-validation complexity: intermediate model_hint: standard estimated_tokens: 500 progressive_loading: true modules: - modules/tier-definitions.md - modules/heuristic-classifier.md - modules/verification-gates.md - modules/readiness-levels.md - modules/automation-tiers.md role: library --- # 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 | Tier | Color | Scope | Example | Verification | |------|-------|-------|---------|-------------| | **GREEN** | Safe | Single file, trivial revert | Test files, docs, utils | None required | | **YELLOW** | Caution | Module-level, user-visible | Components, routes, views | Conflict check and test pass | | **RED** | Danger | Cross-module, security/data | Migrations, auth, database schema | War-room RS, full test, and review | | **CRITICAL** | Stop | Irreversible, regulated | Data deletion, production deploy | War-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: ```json { "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: | Level | Name | When | Required Controls | |-------|------|------|-------------------| | 0 | Routine | Low blast radius, easy rollback | Basic validation, rollback step | | 1 | Watch | User-visible changes | Review, negative test, rollback note | | 2 | Elevated | Security/compliance/data | Adversarial review, risk checklist | | 3 | Critical | Irreversible, regulated | Human confirmation, two-step verification | See `modules/readiness-levels.md` for full level definitions, selection decision tree, and integration guidance. ## Graduated Autonomy Risk classification sets how carefully a change is verified. Automation tiers set how autonomously the agent acts and when it must hand control back. Each risk tier carries a default automation tier (GREEN to A3 autonomous, CRITICAL to A0 manual), and a pre-licensed downgrade trigger drops the agent one tier on repeated failure, confidence loss, a stakes spike, or repo-state mismatch rather than re-prompting at the same level. See `modules/automation-tiers.md` for the tier table and the downgrade trigger, and `imbue:assisted-mastery` for the explain/produce mode selection that reads from it. ## Module Reference - **tier-definitions.md**: Detailed tier criteria, boundaries, and override mechanism - **heuristic-classifier.md**: File-pattern rules for automated classification - **verification-gates.md**: Per-tier verification requirements and parallel safety matrix - **readiness-levels.md**: 4-tier risk system with required controls per level - **automation-tiers.md**: Per-tier autonomy defaults and the downgrade trigger ## Integration Pattern ```yaml # In your skill's frontmatter dependencies: [leyline:risk-classification] ``` ### For Task Generators Append `[R:TIER]` marker to task format: ```markdown - [ ] T012 [P] [US1] [R:YELLOW] Create LoginForm component in src/components/LoginForm.tsx ``` ### For Orchestrators Check risk tier before task assignment: ``` if task.risk_tier in ["RED", "CRITICAL"]: invoke Skill(attune:war-room-checkpoint) for RS scoring if CRITICAL: require human approval before proceeding ``` ## Exit Criteria - Every task has a risk tier assigned (explicit or default GREEN) - RED/CRITICAL tasks have war-room-checkpoint RS scores - Verification gates passed for the assigned tier - No parallel execution of prohibited tier combinations - Each task carries an automation tier; downgrades are recorded with a reason when a trigger fires