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/python-ide/pythonide-skills/pythonide-nativenpx skills add Python-IDE/pythonide-skills --skill pythonide-nativegit clone --depth 1 https://github.com/Python-IDE/pythonide-skillsWhat 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 | $0.00067 | $0.01630 |
| Opus 5 | $0.00034 | $0.00815 |
| Sonnet 5 | $0.00013 | $0.00326 |
| Haiku 4.5 | $0.00007 | $0.00163 |
Grade A, and why
pythonide-native 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 yesterday.
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 — 150 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PythonIDE Native
Discovery and implementation rules for iOS native Python modules. This skill does not replace pythonide-appui; pair both when building MiniApps that call system capabilities.
Read Before Coding
- iOS native index
- Native capabilities schema
- llms-full.txt native module table
- Focused module page:
https://pythonide.xin/docs/pages/<module-id>/ - references.md in this skill for the full entry routing table
- When the UI shell is AppUI, also load
pythonide-appui
Chinese module docs are authoritative for scenarios; schema and stubs are authoritative for API names.
Use When
- The task needs permissions, device facts, sensors, storage, secrets, user content, networking, peripherals, notifications, speech, audio/video, shortcuts, Live Activities, or Core ML
- You must choose the correct module before writing
importstatements - An AppUI MiniApp needs callback-side native work beyond bridge components
Do Not Use When
- The task is only AppUI layout, navigation, controls, or inline bridge components with no extra module logic
- The runtime is
widget,scene, or plain stdlib Python with no iOS integration - The app name mentions a capability but the code never calls it
Required Flow
- Route by schema entry kind:
module,appui_bridge,topic,reference - Import only modules whose APIs are called
- Check availability or authorization before sensitive operations
- Request permission only from a named user-triggered callback
- Handle denied, restricted, unavailable, cancelled, empty, offline, timeout, and error outcomes visibly
- Persist small non-secret state with
storage, queryable records withdatabase, secrets withkeychain - Keep native side effects out of AppUI
body()
AppUI Pairing
| UI need | Start here | Then |
|---|---|---|
| Inline picker/camera/map/share/video | pythonide-appui bridge table |
Add native module only for post-processing |
| Button-triggered GPS, notification, save-to-photos | pythonide-appui shell |
import location / notification / photos in callback |
| Device status dashboard | pythonide-appui |
import device, permission, storage |
| Script-only automation | this skill only | plain Python file |
What ships with it
2 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.
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.
- yesterday First seen · 150 lines · 67 tokens per session scan A d7d97fbcc0fd
pythonide-native is a skill published in the GitHub repository Python-IDE/pythonide-skills (6 stars, last pushed 1mo ago), licensed MIT. It adds 67 tokens to every session and 1,630 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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