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tier-classifier
Classify test scenarios as Unit Tests, Tier 1, or Tier 2
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Classify test scenarios as Unit Tests, Tier 1, or Tier 2
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Classify PR review comments on STP/STD documents into auto-fixable vs needs-human categories. Maps free-text feedback to QualityFlow domain rules for automated fix routing.
Resolve Jira ID to project configuration and load project context
Generate comprehensive v2.1-ENHANCED STD YAML with pattern metadata, variables, test structure from ALL STP scenarios (single file)
Orchestrate STP → STD pipeline (generates comprehensive STD YAML only)
Generate test stubs with PSE docstrings from STD YAML — language and framework driven by project config
Detect test conventions from a codebase to drive test generation without tier config
| name | tier-classifier |
| description | Classify test scenarios as Unit Tests, Tier 1, or Tier 2 |
| model | claude-opus-4-6 |
Phase: Core Processing User-Invocable: false
Classify test scenarios as Unit Tests, Tier 1 (Functional), or Tier 2 (End-to-End).
Invoked by the stp-generator subagent for each test scenario.
scenario:
requirement_id: PROJ-12345
requirement_summary: CPU can be hot-added to running VM
test_description: Verify CPU hot-add to running VM
type: positive
priority: P0
fix_scope: # optional, from github_data
files_changed: 1
functions_changed: ["validateCPUModel"]
packages_changed: ["pkg/controllers/cpu"]
requires_cluster_interaction: false
issue_type: bug # bug vs feature
classification:
requirement_id: PROJ-12345
test_description: Verify CPU hot-add to running VM
test_type: Tier 1 (Functional)
reasoning: Tests single feature (hot-plug) in isolation
ONLY these three values are valid:
| Test Type | Description |
|---|---|
Unit Tests | Isolated components with mocks; validates individual functions/modules. Note: Unit tests are classified for tracking in the STP but are developer-responsibility -- no auto-generation pipeline exists for this tier. |
Tier 1 (Functional) | Single feature in real cluster; API contracts; basic workflows |
Tier 2 (End-to-End) | Complete user workflows; multi-feature integrations; user-scenario focused |
Tier 2 tests are strictly user-scenario focused. They validate what end users experience and interact with, not internal system behavior, implementation details, or diagnostic information.
Key Principle: Tests should only verify observable user outcomes, not internal system state or logs.
| Question | Unit | Tier 1 | Tier 2 |
|---|---|---|---|
| Tests isolated functions with mocks? | YES | no | no |
| Tests single feature in real cluster? | no | YES | no |
| Requires multiple features working together? | no | no | YES |
| Tests basic API or component functionality? | no | YES | no |
| Validates complete user workflow? | no | no | YES |
| Can run without cluster (mocked dependencies)? | YES | no | no |
| Requires minimal test cluster? | no | YES | no |
| Requires production-like environment? | no | no | YES |
| Tests upgrade or migration paths? | no | no | YES |
| Tests at scale (100+ resources)? | no | no | YES |
| Involves multiple VMs interacting? | no | no | YES |
| Tests data persistence across operations? | no | no | YES |
0. Fix-Scope Demotion Check (optional)
SKIP if fix_scope is absent OR issue_type is feature/enhancement.
ONLY activate when fix_scope is present AND issue_type is bug/customer_case/defect.
a. Single function changed AND requires_cluster_interaction is false?
YES -> Unit Tests
reasoning: "Fix modifies single function {name} with no cluster
interaction. Unit test provides equivalent coverage at lower cost."
NO -> Continue
b. Single package changed AND single resource type?
YES -> Tier 1 (Functional)
reasoning: "Fix is scoped to {package}, single resource operation.
Tier 1 provides equivalent coverage."
NO -> Continue to Step 1 (no demotion)
1. Does it require a cluster?
NO -> Unit Tests
YES -> Continue
2. Check Tier 2 PROMOTION triggers first (see below)
ANY trigger matches -> Tier 2 (End-to-End)
NO triggers match -> Continue
3. Does it test a single feature in isolation?
YES -> Tier 1 (Functional)
NO -> Tier 2 (End-to-End)
IMPORTANT: Check Tier 2 triggers BEFORE defaulting to Tier 1.
Qualifying Rule: A trigger matches only when the test itself exercises that workflow as its primary action — not when the feature merely uses that mechanism internally. Classify based on what the test does, not what the feature does under the hood.
Example: A feature that uses live migration internally to apply a NAD change does NOT make a test "Live migration with workload validation" — unless the test's primary action is to perform and validate a migration. If the test patches a spec field and checks a VM condition, it's Tier 1 regardless of whether migration happens behind the scenes.
If ANY of these are true for what the test exercises, classify as Tier 2:
| Trigger | Example |
|---|---|
| Involves multiple VMs interacting | Multi-tier app deployment |
| Tests complete user story/workflow | Create VM -> Run workload -> Migrate -> Verify |
| Resources must survive across operations | VM state preserved through migration |
| Validates data/state persistence across operations | Snapshot -> Restore -> Verify data |
| Tests upgrade or version compatibility | Upgrade from 4.18 to 4.19 |
| Requires external systems | External router, load balancer |
| Simulates production deployment | Full application stack |
| Tests disaster recovery or failover | Node failure recovery |
| RBAC across multiple resources/operations | User permissions through VM lifecycle |
| Storage lifecycle with multiple steps | Provision -> Attach -> Snapshot -> Restore |
| Live migration with workload validation | Migrate while workload running, verify continuity |
Classify as Tier 2 (not Tier 1) if the scenario involves:
Do NOT classify as Tier 2 if testing:
Note: Tests may verify user-observable Kubernetes Events (user-facing API) but should not parse internal pod logs.
Classify as Tier 1 if:
Examples:
Classify as Tier 2 if:
Examples:
Classify as Unit Tests if:
Examples:
| Scenario | Wrong | Correct | Reason |
|---|---|---|---|
| Deploy 3-tier app | Tier 1 | Tier 2 | Multi-VM workflow |
| VM migration (single) | Tier 2 | Tier 1 | Single feature operation |
| API validation | Unit | Tier 1 | Requires cluster |
| Upgrade with running VMs | Tier 1 | Tier 2 | Multi-step, cross-version |
| Hot-plug single disk | Tier 2 | Tier 1 | Single feature |
| Migrate then verify workload | Tier 1 | Tier 2 | Multi-step with state verification |
| Snapshot and restore | Tier 1 | Tier 2 | Multi-step workflow |
| VM survives node drain | Tier 1 | Tier 2 | Cross-component, DR scenario |
| Scale test with 100 VMs | Tier 1 | Tier 2 | Scale testing |
| CPU hotplug + migration | Tier 1 | Tier 2 | Multi-feature integration |
Priority doesn't determine tier:
Tier is based on scope and complexity, not importance.
Input:
test_description: Verify CPU hot-add to running VM
Output:
test_type: Tier 1 (Functional)
reasoning: Tests single feature (CPU hot-plug) in real cluster, no multi-step workflow
Input:
test_description: Verify VM state preserved through snapshot and restore
Output:
test_type: Tier 2 (End-to-End)
reasoning: Multi-step workflow (create -> snapshot -> restore -> verify state)
Input:
test_description: Verify upgrade preserves VM configuration
Output:
test_type: Tier 2 (End-to-End)
reasoning: Cross-version testing, requires upgrade scenario
Input:
test_description: Verify CPU hotplug followed by live migration preserves CPU count
Output:
test_type: Tier 2 (End-to-End)
reasoning: Multi-feature integration (hotplug + migration), state verification across operations
Input:
test_description: Verify VM can be created with 216 cores
Output:
test_type: Tier 1 (Functional)
reasoning: Single feature (VM creation), single operation, no multi-step workflow