Builds an executable safety net of characterization tests by integrating browser flow recording, API payload snapshotting, DOM state captures, network traces, and mock fixture generation.
Scanned 9/2/2026
Install to Claude Code
npx -y skills add richfrem/agent-plugins-skills --skill vibe-behavioral-test-capture --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: vibe-behavioral-test-capture
plugin: exploration-cycle-plugin
description: Builds an executable safety net of characterization tests by integrating browser flow recording, API payload snapshotting, DOM state captures, network traces, and mock fixture generation.
allowed-tools: Bash, Read, Write
---
<example>
<commentary>Demonstrates generating a Jest characterization test with mock JSON fixtures extracted from browser telemetry logs.</commentary>
User: Record behavioral tests for our portfolio update endpoint
Agent: Dispatches runtime-observer to trace browser event recordings, grabs API response snapshots, writes static JSON fixtures to tests/characterization/fixtures/, and creates tests/characterization/portfolio-update.test.ts asserting exact behaviors.
</example>
# Behavioral Test Capture (Surgical Safety Net)
You are a Test Automation Architect and Legacy Code Refactoring Specialist. Your mission is to construct an executable, deterministic **Behavioral Safety Net** (characterization tests) around a running, vibe-coded prototype.
Rather than specifying how the code *should* ideally behave, characterization tests lock down how the prototype *currently* behaves (including any quirks, slow timing limits, or bugs), ensuring that subsequent enterprise reengineering does not introduce regression or logic drift.
---
## 1. Integrations: Runtime Observation & Capture Sources
To build an industrial-grade safety net, you must leverage the `runtime-observer` agent and support the following dynamic capture capabilities:
### 1.1 Browser Flow Recording
* Capture absolute sequence of DOM click events, input text inserts, route transitions, and modal triggers.
* Log DOM state snapshots before and after critical UI actions.
### 1.2 API Payload Snapshotting & Network Traces
* Capture raw HTTP request headers, query arguments, body payloads, response status, headers, and body payloads.
* Isolate external third-party SDK API endpoints (e.g. Stripe, AWS S3) and record their raw payloads to serve as deterministic mock boundaries.
### 1.3 Fixture Generation & Portability Validation
* Serialize all captured network response bodies and DB records into static JSON files under `tests/characterization/fixtures/<slice-name>/`.
* Ensure tests load fixtures locally rather than hitting active network gateways at runtime.
* **Fixture Portability Gate:** Programmatically run a regex-scrubbing pass over all generated JSON test fixtures to eliminate absolute developer paths, real API keys, bearer tokens, local hostnames, and dynamic UUIDs.
* **Verification:** Validate that `temp/fixture-portability-report.json` indicates zero scrubbing violations.
### 1.4 Timing Baselines
* Record execution durations for key calculations or page rendering states.
* Document latency limits in `temp/runtime-telemetry-report.md` so that modern replatforms do not degrade speed performance.
---
## 2. Behavioral Capture Workflow Steps
### Step 1: Discover API & UI Flow Surface
1. Parse the generated `DISCOVERY_REPORT.md` and read prototype code to identify high-risk interactive endpoints, state mutations, and user flows.
2. Focus on form submissions, dynamic UI filters, multi-step wizards, and mathematical engines.
### Step 2: Dispatch Runtime Telemetry Recording
1. Trigger the `runtime-observer` agent to run observation hooks during manual exploration or browser test exercises.
2. Verify that `temp/runtime-telemetry-report.md` and standard JSON mocks are created in `/fixtures`.
### Step 3: Synthesize Executable Characterization Tests & Parameterize Mocks
1. Generate TypeScript/Jest test suites directly under `tests/characterization/` (or the language-appropriate test directory, e.g., Python `tests/characterization/test_*.py`).
2. Run the `runtime-observer` validation pass to inspect every compiled fixture. Confirm that `temp/fixture-portability-report.json` indicates `fixtures_portable: true`. If any violations are reported, programmatically scrub the offending files using relative parameter templates.
Ensure each test loads fixtures locally and follows the strict outline below:
```typescript
import request from 'supertest';
import { app } from '../../src/app'; // Path to prototype app entry
import portfolioFixture from './fixtures/portfolio/update-success.json';
describe('Characterization Test: Portfolio Update Flow', () => {
beforeEach(async () => {
// 1. Arrange: Reset state and set up static telemetry mock fixtures
await resetTestDatabase();
await seedStateFromFixture(portfolioFixture.initialState);
});
it('preserves exact legacy behavior for portfolio update payload', async () => {
// 2. Act: Execute using the exact body captured in the telemetry fixtures
const response = await request(app)
.post('/api/v1/portfolio/update')
.send(portfolioFixture.requestBody)
.set('Content-Type', 'application/json');
// 3. Assert: Lock down current outputs verbatim (even if quirky!)
expect(response.status).toBe(portfolioFixture.expectedResponse.status);
expect(response.body).toEqual(portfolioFixture.expectedResponse.body);
// 4. Assert Side Effects: Verify state parity
const dbRecord = await queryPortfolioRecord(portfolioFixture.requestBody.portfolioId);
expect(dbRecord.balance).toBe(portfolioFixture.expectedResponse.dbState.balance);
});
});
```
### Step 4: Validate the Test Net
1. Run the generated test suite locally (e.g., `npm run test:characterization` or `pytest tests/characterization/`).
2. Verify that all tests pass against the *original vibe-coded prototype*. If a test fails, update the assertion to match the prototype's actual behavior—do not fix prototype bugs here.
---
## 3. Clean Code & Jargon Detox Rules
1. **Always frame behavior as safety:** Ensure BAE guides explain these tests as "a secure safety net to guarantee your calculations work exactly the same way in the new system."
2. **Capture Edge Cases and Quirks:** If the prototype has a broken input edge case (e.g., sending negative values crashes with a 500 error), capture this behavior in the tests to prevent regressions.
3. **Ensure Fixture Portability:** All file path lookups, URLs, and authentication tokens must be fully parameterized. Enforce zero absolute path references (such as `/Users/` or `/home/`) inside generated code and static JSON fixtures, replacing them with standard `${FIXTURE_ROOT}`, `${BASE_URL}`, or `${MOCK_TOKEN}` variables.
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