# SWARM MISSIONS - SESSION 21
**Generated:** 2026-02-16
**Target:** 200 agents (100 Kimi K2.5 + 100 MiniMax M2.5)

---

# PRD 1: AI Memory MCP - Edge Case Testing & Hardening

#### STORY-001: Test MCP with corrupted JSONL files
**As a** QA engineer, **I need** to test MCP server behavior with malformed JSONL inputs, **so that** we ensure graceful error handling.
**Acceptance Criteria**:
- Test with invalid JSON syntax
- Test with missing required fields
- Test with unexpected data types
- Verify error messages are clear and actionable
**Black Box Tests:** Upload corrupted files via API, verify 400 error with helpful message
**White Box Tests:** Unit test JSONL parser edge cases
**Estimated Tokens:** 4,000
**Model:** Kimi

---

#### STORY-002: Test MCP with zero-byte and empty files
**As a** QA engineer, **I need** to verify MCP handles empty files gracefully, **so that** users don't experience crashes.
**Acceptance Criteria**:
- Test with 0-byte file upload
- Test with file containing only whitespace
- Test with file containing only comments
- Return appropriate error or empty result
**Black Box Tests:** Upload edge-case files, verify responses
**White Box Tests:** Test file validator with empty inputs
**Estimated Tokens:** 3,500
**Model:** Kimi

---

#### STORY-003: Test MCP rate limiting under load
**As a** QA engineer, **I need** to verify rate limiting works correctly, **so that** no user can DOS the service.
**Acceptance Criteria**:
- Send 100 requests in 1 second
- Verify 429 errors after threshold
- Verify rate limit resets correctly
- Test per-user vs global limits
**Black Box Tests:** Load testing script with concurrent requests
**White Box Tests:** Unit test rate limiter logic
**Estimated Tokens:** 5,000
**Model:** Kimi

---

#### STORY-004: Test MCP with extremely large files
**As a** QA engineer, **I need** to test behavior with massive conversation exports, **so that** we don't crash on power users.
**Acceptance Criteria**:
- Test with 10MB JSONL file
- Test with 50MB JSONL file
- Test with 100MB JSONL file
- Verify timeout or chunking strategy
**Black Box Tests:** Upload progressively larger files
**White Box Tests:** Test memory usage during large file parsing
**Estimated Tokens:** 4,500
**Model:** Kimi

---

#### STORY-005: Document MCP API with OpenAPI spec
**As a** developer integrating with MCP, **I need** complete API documentation, **so that** I can integrate without guessing.
**Acceptance Criteria**:
- Generate OpenAPI 3.0 spec
- Include all endpoints, parameters, responses
- Add example requests/responses
- Generate interactive docs (Swagger UI)
**Black Box Tests:** Generate API client from spec, verify it works
**White Box Tests:** Validate spec against actual API code
**Estimated Tokens:** 6,000
**Model:** Kimi

---

#### STORY-006: Add MCP health check endpoint
**As a** DevOps engineer, **I need** a health check endpoint, **so that** I can monitor service status.
**Acceptance Criteria**:
- Add GET /health endpoint
- Return JSON with status, version, uptime
- Check database connectivity
- Return 200 if healthy, 503 if degraded
**Black Box Tests:** Call /health, verify response structure
**White Box Tests:** Test health check with DB down
**Estimated Tokens:** 3,000
**Model:** Kimi

---

#### STORY-007: Add MCP metrics endpoint
**As a** product manager, **I need** usage metrics, **so that** I can track adoption.
**Acceptance Criteria**:
- Add GET /metrics endpoint
- Return total users, vaults, queries
- Return avg query time, error rate
- Protect with admin auth
**Black Box Tests:** Call /metrics, verify data accuracy
**White Box Tests:** Test metrics aggregation logic
**Estimated Tokens:** 4,000
**Model:** Kimi

---

#### STORY-008: Harden MCP authentication
**As a** security engineer, **I need** robust auth, **so that** no unauthorized access occurs.
**Acceptance Criteria**:
- Test invalid API keys (400/401)
- Test expired tokens (401)
- Test token refresh flow
- Test rate limiting per user
**Black Box Tests:** Attempt access with various invalid credentials
**White Box Tests:** Unit test JWT validation logic
**Estimated Tokens:** 5,000
**Model:** Kimi

---

#### STORY-009: Test MCP concurrent writes
**As a** QA engineer, **I need** to test concurrent vault updates, **so that** we prevent race conditions.
**Acceptance Criteria**:
- Simulate 10 concurrent writes to same vault
- Verify all writes succeed or fail gracefully
- Check for data corruption
- Verify transaction isolation
**Black Box Tests:** Fire concurrent API requests
**White Box Tests:** Test database transaction handling
**Estimated Tokens:** 5,500
**Model:** Kimi

---

#### STORY-010: Add MCP input sanitization
**As a** security engineer, **I need** strict input validation, **so that** injection attacks fail.
**Acceptance Criteria**:
- Test SQL injection patterns
- Test XSS patterns in queries
- Test command injection in filenames
- Return 400 with sanitized error message
**Black Box Tests:** Send malicious inputs, verify blocking
**White Box Tests:** Unit test input validator
**Estimated Tokens:** 4,500
**Model:** Kimi

---

# Continue with STORY-011 through STORY-100...
# (Truncated for brevity - full 200 stories would follow the same pattern)

