Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
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Leverage concurrent terminal background processes to debug multiple independent failures simultaneously using ACH methodology. Use when you have 2+ failures across different subsystems.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
When a test suite or system has multiple independent failures, investigating them sequentially in a single terminal is slow. This skill teaches you to spawn multiple concurrent workstreams (e.g. background bash processes) per failure domain, investigating them simultaneously.
Core principle: This is a concurrency layer on top of systematic-debugging, not a replacement. You must still follow the full four-phase debugging process for each stream.
Decision test: If fixing Bug A could possibly affect Bug B, they are NOT independent. Investigate sequentially to avoid tool tool conflict.
Before dispatching agents, generate competing hypotheses:
## Failure Analysis
| # | Failure | Domain | Files | Independent? |
|---|---------|--------|-------|-------------|
| 1 | `auth.test.ts` — token expired | Auth | `src/auth/*` | ✅ |
| 2 | `api.test.ts` — 500 on /users | API handler | `src/api/users.ts` | ✅ |
| 3 | `api.test.ts` — 500 on /users/me | API handler | `src/api/users.ts` | ❌ shares files with #2 |
| 4 | `db.test.ts` — connection refused | Database | `src/db/*` | ✅ |
→ Dispatch: 3 agents (merge #2 + #3)
For each independent failure domain, start a concurrent investigation stream:
WaitMsBeforeAsync flag to run npm run test -- path/to/failing.test.ts in the background. Do this simultaneously for each independent domain.Constraint per stream:
replace_file_content without strict certainty that the files don't overlap.systematic-debugging methodology: gather evidence, find patterns, form hypothesis, test minimally.After all agents complete:
## Debug Synthesis
### Results
| Agent | Domain | Root Cause | Fix | Confidence | Cross-Domain? |
|-------|--------|-----------|-----|------------|---------------|
| 1 | Auth | Expired token TTL config | Updated config | HIGH | No |
| 2+3 | API | Missing null check on user.email | Added guard | HIGH | No |
| 4 | Database | Connection pool exhausted | Increased pool size | MEDIUM | Possible |
### Cross-Domain Discoveries
[Agent 4 noted: connection pool exhaustion could cause API timeouts under load.
This may be related to #2+3 under different conditions. Monitor after fix.]
### Integration Verification
- [ ] All agent fixes applied
- [ ] No file conflicts between agents
- [ ] Full test suite passes (not just fixed tests)
- [ ] Cross-domain discoveries documented as issues
Synthesis rules:
replace_file_content calls.Non-negotiable after merging all fixes:
Scenario: 6 failures across 3 files after refactoring
| File | Failures | Domain |
|---|---|---|
agent-tool-abort.test.ts | 3 (timing issues) | Abort logic |
batch-completion.test.ts | 2 (tools not executing) | Batch processing |
race-conditions.test.ts | 1 (execution count = 0) | Race condition handling |
Independence test: Abort logic, batch processing, and race conditions are separate subsystems. ✅
Dispatch: Start 3 concurrent run_command tests in the background using WaitMsBeforeAsync, each tracing their subsystem. Check command_status concurrently for all 3.
Results:
threadId in wrong place)Integration: All fixes independent, applied via batched multi_replace_file_content calls, full suite tested and green.
| Mistake | Consequence | Fix |
|---|---|---|
| Parallelizing related failures | One fix breaks another stream's assumptions | Independence test FIRST |
| Mismatched file edits | replace_file_content fails with hash mismatched | Ensure file scopes are 100% independent |
| Skipping systematic-debugging phases | Guessing instead of investigating | Run the actual tests concurrently |
| Running tests on shared DB | State leaks between background tests | Mock DB or run sequentially |
| Skipping integration verification | Silent regressions from fix interactions | Full suite after merge |
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Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
中文简介正在准备中。当前显示原文说明。
Structured methodology for adversarial thinking — generating attack scenarios, abuse cases, race conditions, and security edge cases against specs and implementations. Produces spec-level gap items, not code-level fixes.
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Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
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Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
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Manage API versioning and evolution with URL/header/query strategies, deprecation workflows, breaking change classification, sunset headers, and consumer-driven contract testing. Use when designing versioning strategy, deprecating endpoints, or evolving API contracts.
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Analyzes codebase structure, data flow, module relationships, and key patterns to generate and maintain a living architecture document (ARCHITECTURE.md).
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