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Generates a behavioral scenario acceptance matrix for comprehensive test coverage planning. Maps user scenarios to acceptance criteria with stable IDs.
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Based on SOC occupation classification
Dispatches research agents to find real projects, papers, and documented failures before proposing any feature, architecture, or technology choice. Triggers on creative/design tasks, not on implementation of already-designed specs.
Validates completed work against defined acceptance criteria. Use after completing a task that has specific success criteria defined in issues, specs, or task descriptions.
Generates edge case, failure mode, and spec-driven test cases. Covers boundary values, nil inputs, concurrency, resource exhaustion, malformed data, and requirement-linked traceability tests.
Detects and prevents shortcut rationalization — when the agent is about to skip a step, simplify a requirement, or optimize away a constraint. Triggers proactively when rationalization patterns are noticed.
Provides a persistent cross-session task queue for work that should be done but isn't blocking current tasks. Enables background and future-session work tracking.
Safely integrates commits from parallel agent branches using sequential cherry-pick. Use after parallel work completes in isolated branches or worktrees.
| name | vibe-scenario-matrix |
| description | Generates a behavioral scenario acceptance matrix for comprehensive test coverage planning. Maps user scenarios to acceptance criteria with stable IDs. |
| user-invocable | true |
Test coverage isn't about code lines -- it's about user scenarios. Map them all.
Gather scenarios from:
Assign stable IDs -- Use format [Section]-[Number]:
AUTH-001, PAYMENT-015, ONBOARD-003Classify testing approach:
Build the matrix:
| ID | Scenario | Expected Behavior | Test Approach | Status |
|---|---|---|---|---|
| AUTH-001 | User logs in with valid credentials | Redirect to dashboard, session created | Deterministic | PASS |
| AUTH-002 | User enters wrong password 5 times | Account locked for 30 minutes | Deterministic | NOT_IMPL |
| TONE-001 | System responds empathetically to frustration | Response acknowledges emotion without dismissing | LLM-as-Judge | PARTIAL |
Total Scenarios: X Coverage: Y% (PASS or PARTIAL)
| Status | Count | % |
|---|---|---|
| PASS | X | X% |
| PARTIAL | X | X% |
| NOT_IMPLEMENTED | X | X% |
| DEFERRED | X | X% |
| Approach | Count | Tooling Needed |
|---|---|---|
| Deterministic | X | Standard test framework |
| LLM-as-Judge | X | Evaluation framework |
| Simulation | X | Environment setup |
| Proxy Metric | X | Metrics pipeline |
[Table as above]