facts: PHP and Laravel versions, database engine, route surface, models, migrations, dependencies, authorization setup, tests, and ecosystem packages. These facts come from Laravel Auditor's context tools, not from guessing
assume A2A federation is live.
---
## Constitutional Floors (13 Floors)
Every AI action is tested against all 13 floors in real-time. A single floor failure triggers a HOLD verdict
Install
```
/plugin install assafkip/huntkit
```
Or clone from https://github.com/assafkip/huntkit.
## Intended use
Authorized security testing, due diligence, journalistic / academic research on public figures, defensive threat intelligence and incident response
Guidelines for AI-assisted development**
- Best practices for working with AI
- Code quality standards
- Testing requirements
- Documentation expectations
---
### **2. AI Development Tools Comparison**
📄 [AI_DEVELOPMENT_TOOLS_COMPARISON.md](AI_DEVELOPMENT_TOOLS_COMPARISON.md)
**Comparison of AI coding assistants
walkthrough of `BudgetPolicy`, `ToolPolicy`, `StatePolicy` and `ApprovalGate` on a refund-issuing support agent
## Testing & samples
- [Testing](https://datallmhub.github.io/agentflow4j/testing/): `MockAgent` and `TestGraph` for LLM-free unit testing of graph workflows
tb.register()` once before `mcp_start`.
## Key files for AI agents
- `AGENTS.md` — repository authority, testing, launch, and publishing gates
- `CLAUDE.md` — full codebase context, every tool table, mandatory rules
- `docs/PIPELINE.md` — 6-phase
composes with `HostUiDispatcherBase` or any `drain_queue(budget_ms)` pump. Use `ManualHostTimerAdapter` for conformance tests, `ThreadedHostTimerAdapter` for standalone/headless tests, and `QtHostTimerAdapter` for Qt-bearing DCCs. Stats expose queue size, active
until external checks execute.
Codex owns connector calls, editing and the project's actual tests. Figma/Paper selected context enters a bounded host-supplied envelope. Checked-in mappings are a fallback
Toxicity Circuit Breaker**: Freezes agents exceeding cumulative toxicity threshold. NO DETECTABLE EFFECT in any tested scenario (Cohen's d = -0.02, p = 0.88). Fires after damage is done — lagging indicator
import { Build, target, run } from "@zuke/core";
import { $ } from "@zuke/core/shell";
class MyBuild extends Build {
test = target()
.description("Run the test suite")
.executes(async () => { await $`deno test -A`; });
}
await run(MyBuild
from "@zuke/core";
import { DenoTasks } from "@zuke/deno";
class CI extends Build {
lint = target().executes(() => DenoTasks.lint());
test = target().dependsOn(this.lint)
.executes(() => DenoTasks.test((s) => s.allowAll()));
}
await run(CI);
```
## CLI
Run a build with
live-data discipline. MIT licensed.
## Core
- [SKILL.md](SKILL.md): prime directives, working loop, orientation, competence test
- [README.md](README.md): what this is and how it is organized
- [api-routes.json](api-routes.json): question
verification.
- Use headed mode for login and manual verification.
- Keep pacing enabled.
- Use test accounts for live tests.
- Do not expose cookies, QR codes, profile links, screenshots, account names