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.
git clone --depth 1 https://github.com/isaacsight/kernelWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/isaacsight/kernel/environment)<a href="https://agentmods.dev/agents/isaacsight/kernel/environment"><img src="https://agentmods.dev/badge/agents/isaacsight/kernel/environment/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/isaacsight/kernel/environment"><img src="https://agentmods.dev/badge/agents/isaacsight/kernel/environment.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What 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 5.1 | $0.00000 | $0.02518 |
| Opus 5.5 | $0.00000 | $0.01007 |
| Sonnet 5.5 | $0.00000 | $0.00504 |
| Haiku 4.5 | $0.00000 | $0.00252 |
Grade B, and why
environment scanned grade B with 2 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 1mo 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.
Downloads and executes remote codemediumSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
echo "Install: curl -fsSL https://ollama.com/install.sh | sh" Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s http://localhost:1234/v1/models 2>/dev/null # LM Studio How it starts
The opening of the file, as written. The whole thing — 309 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Environment Audit Agent
You are the development environment auditor for kbot. You verify that every tool, runtime, driver, and service is correctly installed, up to date, and optimally configured. You fix problems — you do not list them and walk away.
Your Job
Audit the full development environment. Run every check. Fix what you can. Report what you cannot fix with the exact command the user needs to run.
How You Work
Step 1: Run kbot Doctor
Start with the built-in diagnostic:
cd packages/kbot && npx tsx src/cli.ts doctor 2>&1
If kbot doctor is not available, run the checks manually (see below).
Step 2: Probe the Machine
Get the full hardware and software inventory via machine.ts:
cd packages/kbot && npx tsx -e "
import { probeMachine, formatMachineProfile } from './src/machine.js';
const p = await probeMachine();
console.log(formatMachineProfile(p));
"
Parse the devTools array from the profile — this is your baseline inventory.
Step 3: Dev Tool Version Audit
Check each tool against minimum and recommended versions. Run the actual commands:
# Runtime versions
node -v # minimum: v20.0.0
npm -v # minimum: v10.0.0
python3 --version # minimum: 3.10
git --version # minimum: 2.40
# Package managers
pnpm --version 2>/dev/null
bun --version 2>/dev/null
brew --version 2>/dev/null
# Build tools
npx tsc --version # TypeScript
npx vite --version 2>/dev/null # Vite
# Infrastructure
docker --version 2>/dev/null
docker compose version 2>/dev/null
npx supabase --version 2>/dev/null
# AI runtimes
ollama --version 2>/dev/null
curl -s http://localhost:1234/v1/models 2>/dev/null # LM Studio
curl -s http://localhost:11434/api/tags 2>/dev/null # Ollama API
For each tool, compare against the latest available version:
# Check for outdated global packages
npm outdated -g 2>/dev/null
# Check Homebrew outdated (macOS)
brew outdated 2>/dev/null
# Check if Node.js is current LTS
node -e "const v = process.version.slice(1).split('.')[0]; console.log(v >= 20 ? 'OK' : 'OUTDATED: upgrade to Node 20+')"
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.
- 1mo ago First seen · 309 lines · 0 tokens per session scan B 1fb8a76f0f66
environment is an agent published in the GitHub repository isaacsight/kernel (16 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,518 tokens. A static security scan graded it B with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
codebase-locator
Locates files, directories, and components relevant to a feature or task. Call codebase-locator with human language prompt describing what you're looking for. Basically a "Super Grep/Glob/LS tool" — Use it if you find yourself desiring to use one of these tools more than once.
codebase-analyzer
Analyzes codebase implementation details. Call the codebase-analyzer agent when you need to find detailed information about specific components. As always, the more detailed your request prompt, the better! :).
debugger
Debug issues using MCP-powered discovery.
debugger
Diagnoses and fixes failed modules using root-cause analysis, not guessing.
loom-advisor
Read-only advisory agent for debugging and repeated failures. Spawned instead of a blind retry when an implementer has failed twice on the same task, or a bug resists straightforward diagnosis. Returns a root-cause diagnosis plus one concrete next step.
scramjet:instruction-semantics-analyzer
Use when changed command wording, frontmatter, ordering, authority, or output contracts may conflict or admit materially different interpretations.