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 skills add heyixuan2/bambu-studio-ai --skill bambu-studio-aigit clone --depth 1 https://github.com/heyixuan2/bambu-studio-aiWrote 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/heyixuan2/bambu-studio-ai/bambu-studio-ai)<a href="https://agentmods.dev/skills/heyixuan2/bambu-studio-ai/bambu-studio-ai"><img src="https://agentmods.dev/badge/skills/heyixuan2/bambu-studio-ai/bambu-studio-ai/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/skills/heyixuan2/bambu-studio-ai/bambu-studio-ai"><img src="https://agentmods.dev/badge/skills/heyixuan2/bambu-studio-ai/bambu-studio-ai.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 | $0.00208 | $0.04356 |
| Opus 5.5 | $0.00083 | $0.01742 |
| Sonnet 5.5 | $0.00042 | $0.00871 |
| Haiku 4.5 | $0.00021 | $0.00436 |
Grade A, and why
bambu-studio-ai 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 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.
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 — 330 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Bambu Studio AI
Turns "print me X" into a finished print on a Bambu Lab printer:
request → get a model (search / AI text or image / parametric / user file)
→ analyze + repair → [multi-color] → preview → user reviews, slices and prints in
Bambu Studio → monitor (read-only)
The work is done by Python scripts in this skill's scripts/ folder. This file tells you which one
to run at each step and where the user needs to be in the loop.
Running the scripts
scripts/…paths below are relative to the folder that contains this SKILL.md. Call them by full path from the user's working directory, and don'tcdinto the skill folder. Downloads and monitor logs go to./bambu-output/in the current directory (override withBAMBU_OUTPUT_DIR).parametric.pyandanalyze.py/preview.pywrite next to the file you name (-oor the input), so pass a path insidebambu-output/if you want everything together.- Use a Python interpreter that has
requirements.txtinstalled. On first use runscripts/doctor.py. If packages are missing, ask the user before installing them (python3 -m pip install -r <skill-folder>/requirements.txt, or into a venv / withuv pip). - Every script has
--help. Scripts print progress and end with the paths of the files they wrote, so take file names from their output rather than guessing. - AI generation with
--waittakes 1–5 minutes; a turntable render takes 10–30 s (the first Blender GPU render on a machine adds about 2 minutes once). Run these in the background if your environment supports it, and tell the user what's happening. - Printer settings live in
~/.bambu-studio-ai/(see setup). Only printer commands need them. Searching, generating, analyzing and previewing all work without a configured printer, so don't block those tasks on setup.
Ground rules
A 3D printer is a physical machine that runs unattended for hours with hot parts. Mistakes waste filament and time, and occasionally damage hardware. These rules keep the user in control:
What ships with it
60 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.
- assets/filaments.json 44 KB
- assets/materials.json 16 KB
- assets/printers.json 15 KB
- references/3d-generation-apis.md 4.5 KB
- references/3d-prompt-guide.md 2.6 KB
- references/bambu-mqtt-protocol.md 3.0 KB
- references/manifold-examples.md 11 KB
- references/model-specs.md 7.9 KB
- references/monitoring.md 4.4 KB
- references/multicolor.md 6.4 KB
- references/security.md 3.6 KB
- references/setup.md 5.3 KB
- references/troubleshooting.md 6.1 KB
- scripts/analyze.py 12 KB runs code
- scripts/bambu_studio_ai/__init__.py 212 B runs code
- scripts/bambu_studio_ai/_json.py 3.6 KB runs code
- scripts/bambu_studio_ai/color/__init__.py 1.5 KB runs code
- scripts/bambu_studio_ai/color/bambu_3mf.py 13 KB runs code
- scripts/bambu_studio_ai/color/bambu_template/per_filament_keys.json 3.8 KB
- scripts/bambu_studio_ai/color/bambu_template/project_settings.config 33 KB
- scripts/bambu_studio_ai/color/filaments.py 1.7 KB runs code
- scripts/bambu_studio_ai/color/lab.py 5.4 KB runs code
- scripts/bambu_studio_ai/color/load.py 9.8 KB runs code
- scripts/bambu_studio_ai/color/obj.py 1.8 KB runs code
- scripts/bambu_studio_ai/color/palette.py 9.1 KB runs code
- scripts/bambu_studio_ai/color/pipeline.py 5.4 KB runs code
- scripts/bambu_studio_ai/color/preview.py 3.5 KB runs code
- scripts/bambu_studio_ai/color/sampling.py 8.2 KB runs code
- scripts/bambu_studio_ai/color/segment.py 5.2 KB runs code
- scripts/bambu_studio_ai/filaments.py 3.1 KB runs code
- scripts/bambu_studio_ai/generation/__init__.py 334 B runs code
- scripts/bambu_studio_ai/generation/download.py 5.6 KB runs code
- scripts/bambu_studio_ai/generation/errors.py 1.5 KB runs code
- scripts/bambu_studio_ai/generation/glb.py 11 KB runs code
- scripts/bambu_studio_ai/generation/http.py 6.4 KB runs code
- scripts/bambu_studio_ai/generation/inputs.py 4.2 KB runs code
- scripts/bambu_studio_ai/generation/ledger.py 2.6 KB runs code
- scripts/bambu_studio_ai/generation/pipeline.py 9.1 KB runs code
- scripts/bambu_studio_ai/generation/providers/__init__.py 1.9 KB runs code
- scripts/bambu_studio_ai/generation/providers/base.py 7.5 KB runs code
- scripts/bambu_studio_ai/generation/providers/meshy.py 8.3 KB runs code
- scripts/bambu_studio_ai/generation/providers/outputs.py 2.0 KB runs code
- scripts/bambu_studio_ai/generation/providers/rodin.py 8.5 KB runs code
- scripts/bambu_studio_ai/generation/providers/tripo.py 9.0 KB runs code
- scripts/bambu_studio_ai/generation/scale.py 5.1 KB runs code
- scripts/bambu_studio_ai/generation/task.py 2.9 KB runs code
- scripts/bambu_studio_ai/hardware.py 15 KB runs code
- scripts/bambu_studio_ai/mesh/__init__.py 1.2 KB runs code
- scripts/bambu_studio_ai/mesh/_backend.py 3.8 KB runs code
- scripts/bambu_studio_ai/mesh/checks.py 12 KB runs code
- scripts/bambu_studio_ai/mesh/load.py 3.0 KB runs code
- scripts/bambu_studio_ai/mesh/orient.py 5.0 KB runs code
- scripts/bambu_studio_ai/mesh/profiles.py 1.3 KB runs code
- scripts/bambu_studio_ai/mesh/rays.py 7.1 KB runs code
- scripts/bambu_studio_ai/mesh/repair.py 7.2 KB runs code
- scripts/bambu_studio_ai/mesh/report.py 8.4 KB runs code
- scripts/bambu_studio_ai/mesh/result.py 484 B runs code
- scripts/bambu_studio_ai/mesh/score.py 4.2 KB runs code
- scripts/bambu_studio_ai/mesh/thickness.py 4.2 KB runs code
- scripts/bambu_studio_ai/mesh/topology.py 3.9 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.
- 1mo ago Changed · -331 lines · +78 tokens per session scan B → A 0f8e1901122f
- 1mo ago First seen · 661 lines · 130 tokens per session scan B a1c412e6c9be
bambu-studio-ai is a skill published in the GitHub repository heyixuan2/bambu-studio-ai (237 stars, last pushed 1mo ago), licensed MIT. It adds 208 tokens to every session and 4,356 once invoked, about $0.0008 per session on Opus 5.5. 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 2026-08-30.
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