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 skills/ellmos-ai/bach/atinpx skills add ellmos-ai/bach --skill atigit clone --depth 1 https://github.com/ellmos-ai/bachWrote 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/skills/ellmos-ai/bach/ati)<a href="https://agentmods.dev/skills/ellmos-ai/bach/ati"><img src="https://agentmods.dev/badge/skills/ellmos-ai/bach/ati.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 | $0.00056 | $0.00613 |
| Opus 5 | $0.00028 | $0.00307 |
| Sonnet 5 | $0.00011 | $0.00123 |
| Haiku 4.5 | $0.00006 | $0.00061 |
Grade A, and why
ati-agent 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 4d 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.
What it actually says
ATI - ADVANCED TOOL INTEGRATION AGENT
Software-Entwickler-Agent fuer BACH Oekosystem
AKTIVIERUNG
# ATI Task-Liste
bach ati task list
# Projekt onboarden
bach ati onboard "Projektname" --path "/pfad/zum/projekt"
# Aufgaben-Dateien scannen
bach ati scan
# Projekt bootstrappen
python agents/ati/tools/project_bootstrapper.py --template python-cli
FEATURES
- Headless AI-Sessions: Automatische Claude-Sessions ohne User-Interaktion
- Prompt-Templates: Standardisierte Prompts fuer Code-Tasks
- Onboarding-System: Neue Projekte in ATI registrieren
- Task-Scanner: AUFGABEN.txt, AUFGABEN.md, TODO.md, ROADMAP.md und DONE.md in Projekten erkennen
- Project Bootstrapper: Neue Projekte aus Templates erstellen
ABGRENZUNG
| System | Zustaendigkeit |
|---|---|
| BACH Tasks | System-Tasks (Wartung, Features, Bugs) |
| ATI Tasks | Software-Entwicklung (Projekte, Code, Tests) |
STRUKTUR
ati/
ATI.md # Detaillierte Dokumentation
SKILL.md # Diese Datei
manifest.json # Metadaten
data/config.json # Konfiguration
onboarding/ # Projekt-Onboarding
scanner/ # Aufgaben-/Roadmap-Scanner
tools/ # ATI-spezifische Tools
templates/ # Projekt-Templates
prompt_templates/ # AI-Prompt-Vorlagen
CLI-BEFEHLE
bach ati status # ATI-Status
bach ati task list # Software-Tasks
bach ati task add "..." # Task hinzufuegen
bach ati onboard # Projekt registrieren
bach ati scan # Aufgaben-Dateien scannen
SIEHE AUCH
- ATI.md - Vollstaendige Dokumentation
- ATI_PROJECT_BOOTSTRAPPING.md - Template-System
Status: AKTIV Domain: Software-Entwicklung
What ships with it
46 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- __init__.py 20 B runs code
- _archive/auto_session_OLD.py 9.3 KB runs code
- _archive/session_daemon_OLD.py 13 KB runs code
- _archive/session_DEPRECATED.md 1.9 KB
- _modules/__init__.py 1.3 KB runs code
- _modules/path_healer.py 6.7 KB runs code
- _policies/__init__.py 1.9 KB runs code
- _policies/encoding_policy.json 1.4 KB
- _policies/naming_policy.json 1.8 KB
- _policies/path_rules_policy.json 2.0 KB
- _policies/POLICIES_README.md 1.9 KB
- ATI_PROJECT_BOOTSTRAPPING.md 26 KB
- ATI.md 23 KB
- data/config.json 1.8 KB
- data/known_tools.json 3.4 KB
- export/ati_exporter.py 6.3 KB runs code
- export/manifest.json 1.2 KB
- export/manifest.schema.json 2.7 KB
- manifest.json 659 B
- modules/distribution.py 6.2 KB runs code
- modules/encoding.py 7.3 KB runs code
- modules/README.md 1.2 KB
- onboarding/tool_discovery.py 9.1 KB runs code
- prompt_templates/analysis_prompt.txt 1.1 KB
- prompt_templates/review_prompt.txt 984 B
- prompt_templates/task_prompt.txt 1016 B
- README.md 1.7 KB
- recurring/recurring_tasks.py 9.0 KB runs code
- scanner/__init__.py 1.2 KB runs code
- scanner/task_scanner.py 28 KB runs code
- session/DEPRECATED.md 326 B
- templates/llm-skill/changelog.md.tpl 282 B
- templates/llm-skill/readme.md.tpl 640 B
- templates/llm-skill/skill.md.tpl 1.1 KB
- templates/llm-skill/structure.json 1.2 KB
- templates/python-cli/changelog.md.tpl 458 B
- templates/python-cli/cli.py.tpl 824 B
- templates/python-cli/gitignore.tpl 380 B
- templates/python-cli/pyproject.toml.tpl 687 B
- templates/python-cli/readme.md.tpl 616 B
- templates/python-cli/structure.json 1.3 KB
- templates/python-cli/test_core.py.tpl 750 B
- templates/rest-api-module/api_server.py 6.0 KB runs code
- templates/rest-api-module/cli_interface.py 3.8 KB runs code
- templates/rest-api-module/README.md 757 B
- tools/project_bootstrapper.py 41 KB runs code
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.
- 4d ago First seen · 89 lines · 56 tokens per session scan A 6d933b5b43fc
ati-agent is a skill published in the GitHub repository ellmos-ai/bach (7 stars, last pushed yesterday), licensed MIT. It adds 56 tokens to every session and 613 once invoked, about $0.0003 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 2026-08-31.
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