I was tired of AI agents hallucinating fixes, so I built Agent Superpowers

Gabry — Thu, 29 Oct 2026 11:30:42 +0000

Most AI coding assistants (like Cursor, Claude Code, or Copilot) share a common flaw: they look at static code and guess fixes.

They make assumptions, introduce silent regressions, blow through token budgets, and miss catastrophic edge cases.

To solve this, I built and open-sourced Agent Superpowers: a curated suite of deterministic, battle-tested skills for autonomous AI software engineers.

⚡ What's inside the suite?

Each skill follows strict behavioral guardrails and runs deterministic local tooling:

1. 🔬 `ghost-runner` (Zero-Assumption Bug Reproducer)

Prohibits the agent from editing production code until it creates an isolated minimal test reproducing the reported defect. Only when the test fails (RED confirmed) is the agent permitted to apply a surgical patch and verify it passes (GREEN).

2. ⚔️ `adversarial-duelist` (Pre-Commit Red-Team Fuzzer)

An offensive auditor that attacks proposed functions with boundary overflows, null-byte injections, zero-divisions, and extreme inputs before allowing a merge.

3. 📉 `token-squeezer` (AST-Based Context Compressor)

Shrinks heavy codebase context by 50-70% via AST parsing, extracting clean type interfaces and eliminating token bloat before prompt injection.

4. 🔌 `api-synthesizer` (Network to Typed SDK)

Ingests raw network traffic (cURL commands or browser HAR dumps) and automatically generates typed Python/TypeScript client SDKs.

5. 🗺️ `arch-archaeologist` (Spaghetti Code Cartographer)

Traces inter-module dependencies across messy repos, detects uncalled zombie functions, and renders living Mermaid.js architecture diagrams.

🚀 Get Started

The project is fully open-source under the MIT license, includes an automated test suite, and works natively with Claude Code, Cursor, and MCP.

Check out the repository, run the CLI, and star it on GitHub:
👉 https://github.com/GabrieleDattile/agent-superpowers

I'd love to hear your thoughts and feedback! What other skills would you like to see added?

DEV Community: Gabry

I was tired of AI agents hallucinating fixes, so I built Agent Superpowers

⚡ What's inside the suite?

1. 🔬 ghost-runner (Zero-Assumption Bug Reproducer)

2. ⚔️ adversarial-duelist (Pre-Commit Red-Team Fuzzer)

3. 📉 token-squeezer (AST-Based Context Compressor)