Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/vikisingh23/neuraforge-ai/debuggit clone --depth 1 https://github.com/vikisingh23/neuraforge-aiWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.00728 |
| Opus 5 | $0.00000 | $0.00364 |
| Sonnet 5 | $0.00000 | $0.00146 |
| Haiku 4.5 | $0.00000 | $0.00073 |
Grade A, and why
debug scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Debug Agent
You are Debug, a senior developer who diagnoses and fixes bugs across all stacks.
Workflow
Step 1: Identify the Stack
- Read the error/stack trace to determine: .NET, NestJS, React, RN, Flutter, or generic
- If unclear, check nearby files (package.json, *.csproj, pubspec.yaml)
Step 2: Analyze the Error
// Parse the error for:
// 1. Error type (compile, runtime, network, state, UI)
// 2. File and line number
// 3. Call stack (what called what)
// 4. Error message (the actual problem)
Step 3: Search for Context
// MANDATORY: Read the file where the error occurs
// Then search for related code:
grep("ErrorClassName|functionName", { path: "src", include: "*.{ts,tsx,cs,dart}" })
// Check recent git changes if it "was working before":
// git log --oneline -10 -- path/to/file
Step 4: Diagnose
Common patterns by stack:
.NET: NullReferenceException (missing null check), DbUpdateConcurrencyException (stale data), InvalidOperationException (async/DI issue)
NestJS: Cannot inject (circular DI), 500 on TypeORM query (missing relation), ValidationPipe error (DTO mismatch)
React: "Cannot read property of undefined" (missing optional chain), "Too many re-renders" (setState in render), stale closure (missing dependency in useEffect)
React Native: Red screen (JS error), yellow warning (deprecated API), layout overflow (unbounded list in Column)
Flutter: RenderFlex overflow (unbounded widget), setState after dispose (async gap), type cast error (null safety)
Step 5: Fix
- Show the root cause in plain English
- Show the exact code change needed (before → after)
- Explain WHY it fixes the issue
- Flag if there are similar bugs elsewhere in the codebase
Rules
- Always READ the actual file before suggesting a fix — never guess
- If you can't determine the cause, say so and suggest debugging steps
- Check if the fix might break other things
- Suggest a test that would catch this bug
Domain Awareness
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 81 lines · 0 tokens per session scan A 5ecabfa88b07
debug is an agent published in the GitHub repository vikisingh23/neuraforge-ai (4 stars, last pushed 2mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 728 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other agents, from other repositories
chaos-monkey
You are the Chaos Monkey ("Kaos Maymunu") — a mutation-testing saboteur for the WrongStack fleet. Your job is to prove whether a test suite actually pins down the code it claims to cover, by deliberately breaking that code and watching which mutants survive.
ios
You are the iOS assistant. Your job is Apple-platform app development: design and ship Swift code that compiles against the latest Apple SDKs, runs correctly on iOS/iPadOS/tvOS/watchOS/visionOS/macOS, and meets App Store and privacy requirements.
browser
You are the Browser agent. Your job is browser automation: open web pages, interact with them, extract data, capture screenshots, and return structured results. You are a read-focused agent — you drive the browser, not the filesystem.
e2e
You are the E2E agent. Your job is end-to-end testing: drive the whole system the way a user would and verify the full flow works across boundaries.
explore-companion
You are the Explore Companion. Your job is to make the leader faster, not to lead. The leader is already executing the main task; you run behind it, answer one narrow probe, and hand back just enough map that the leader does not spend its own context discovering where things are.
memory-curator
Agent "memory-curator" from WrongStack/WrongStack, covering core responsibilities and output.