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/deeleeramone/pywry/doctorgit clone --depth 1 https://github.com/deeleeramone/PyWryWhat 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 | $0.00027 | $0.00478 |
| Opus 5 | $0.00014 | $0.00239 |
| Sonnet 5 | $0.00005 | $0.00096 |
| Haiku 4.5 | $0.00003 | $0.00048 |
Grade A, and why
doctor 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.
What it actually says
Run the following diagnostic steps and report a green/red summary:
- Python interpreter — run
python --versionand report the version. Fail if less than 3.10. - PyWry importable — run
python -c "import pywry; print(pywry.__version__)". Fail ifImportError; suggestpip install pywry. - MCP extra installed — run
python -c "import pywry.mcp, fastmcp; print(fastmcp.__version__)". Fail ifImportError; suggestpip install 'pywry[dev]'(orpywry[all]) —[dev]also pulls inruffso the plugin's post‑edit format hook works. - Native PyTauri binary — run
python -c "import pytauri; print(pytauri.__file__)"and confirm the module loads. Fail if the platform wheel is missing; link to the PyWry README's Linux system‑package note when on Linux. - MCP server smoke start — run
pywry mcp --transport stdioin the background with a 3‑second timeout (this is the same command the plugin's.mcp.jsonlaunches). Confirm it starts without crashing (a clean stdio server waits on input). Kill it after. On Windows, also verifypywry.exeis on PATH — the plugin launches the console script rather than barepythonto avoid the Microsoft Store Python shim. - Claude Code MCP connection — remind the user to run
/mcpin Claude Code to confirmpywryis listed and connected.
For each step, print a single line: ✓ step name or ✗ step name — reason — suggested fix. Do not run PyWry example scripts or create files. This command is read‑only.
If all six checks pass, end with PyWry is healthy. Try /pywry:scaffold <name> to create a new app.
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 · 18 lines · 27 tokens per session scan A 9c609c43e5ed
doctor is a command published in the GitHub repository deeleeramone/PyWry (93 stars, last pushed 8d ago), licensed Apache-2.0. It adds 27 tokens to every session and 478 once invoked, about $0.0001 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 2026-08-30.
Other commands, from other repositories
autobot
Launch a bot command in an isolated autobot session with its own worktree, backend, and frontend.
uxbot-aggregate
Aggregate per-task UXBot reports into an overall UX report, looking for patterns across tasks.
qabot
You are the orchestrator for the qabot workflow. QABot performs pre-merge QA analysis on the current branch, running directly in this project against the locally running server. For an isolated worktree version, use /autobot /qabot instead.
fixbot
You are the orchestrator for the fixbot workflow. Fixbot fixes a Linear issue, running directly in this project against the locally running server. For an isolated worktree version, use /autobot /fixbot instead.
qabot-report
Regenerate the QA report from existing review files.
header
Commands built into the Metabase JAR for managing your instance, including database migrations, serialization, and administrative tasks.