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 commands/druide67/asiai/web.degit clone --depth 1 https://github.com/druide67/asiaiWrote 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/commands/druide67/asiai/web.de)<a href="https://agentmods.dev/commands/druide67/asiai/web.de"><img src="https://agentmods.dev/badge/commands/druide67/asiai/web.de.svg" alt="Measured on agentmods" 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 | $0.00033 | $0.01536 |
| Opus 5 | $0.00016 | $0.00768 |
| Sonnet 5 | $0.00007 | $0.00307 |
| Haiku 4.5 | $0.00003 | $0.00154 |
Grade A, and why
web.de 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 — 168 lines — stays where its author put it; the contents beside it link to each section on GitHub.
asiai web
Web-Dashboard für visuelles Monitoring und Benchmarking starten.
Verwendung
asiai web
asiai web --port 9000
asiai web --host 0.0.0.0
asiai web --no-open
Optionen
| Option | Standard | Beschreibung |
|---|---|---|
--port |
8899 |
HTTP-Port |
--host |
127.0.0.1 |
Bind-Adresse |
--no-open |
Browser nicht automatisch öffnen | |
--db |
~/.local/share/asiai/asiai.db |
Pfad zur SQLite-Datenbank |
Voraussetzungen
Das Web-Dashboard benötigt zusätzliche Abhängigkeiten:
pip install asiai[web]
# oder alles installieren:
pip install asiai[all]
Seiten
Dashboard (/)
Systemübersicht mit Engine-Status, geladenen Modellen, Speichernutzung und letzten Benchmark-Ergebnissen.
Benchmark (/bench)
Engine-übergreifende Benchmarks direkt aus dem Browser starten:
- Quick Bench-Button — 1 Prompt, 1 Durchlauf, ~15 Sekunden
- Erweiterte Optionen: Engines, Prompts, Durchläufe, Kontextgröße (4K/16K/32K/64K), Leistung
- Live-Fortschritt über SSE
- Ergebnistabelle mit Gewinner-Hervorhebung
- Durchsatz- und TTFT-Diagramme
- Teilbare Karte — automatisch nach Benchmark generiert (PNG über API, SVG-Fallback)
- Teilen-Bereich — Link kopieren, PNG/SVG herunterladen, auf X/Reddit teilen, JSON exportieren
Verlauf (/history)
Benchmark- und Systemmetriken über die Zeit visualisieren:
- Systemdiagramme: CPU-Last, Speicher %, GPU-Auslastung (mit Renderer/Tiler-Aufschlüsselung)
- Engine-Aktivität: TCP-Verbindungen, verarbeitete Anfragen, KV-Cache-Nutzung %
- Benchmark-Diagramme: Durchsatz (tok/s) und TTFT pro Engine
- Prozessmetriken: Engine-CPU % und RSS-Speicher während Benchmark-Durchläufen
- Nach Zeitbereich filtern (1h / 24h / 7d / 30d / 90d) oder benutzerdefinierter Datumsbereich
- Datentabelle mit Kontextgrößenangabe (z.B. „code (64K ctx)")
Monitor (/monitor)
Echtzeit-Systemüberwachung mit 5-Sekunden-Aktualisierung:
- CPU-Last-Sparkline
- Speicheranzeige
- Thermischer Zustand
- Liste geladener Modelle
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 · 168 lines · 33 tokens per session scan A ddd2c42b1bdc
web.de is a command published in the GitHub repository druide67/asiai (11 stars, last pushed 6d ago), licensed Apache-2.0. It adds 33 tokens to every session and 1,536 once invoked, about $0.0002 per session on Opus 5. 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 2026-09-03.
Other commands, from other repositories
perfup
Autonomous performance optimization: research, PoC, benchmark, implement, review, PR.
netllm-connect
Wire Cursor, Claude Code, Codex, or Honcho to the local netllm router.
netllm-setup
First-time netllm install from this repo (uv sync, init, discover, verify).
simplicio-status
Toggle the simplicio-prompt opt-in status output ([Tuple Space Snapshot] / [Active] / [Total] / [Next Yool] / [Partial Result]).
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.