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/mktoronto/python-clean-architecture/decouplegit clone --depth 1 https://github.com/MKToronto/python-clean-architectureWhat 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 | $0.00011 | $0.00490 |
| Opus 5 | $0.00005 | $0.00245 |
| Sonnet 5 | $0.00002 | $0.00098 |
| Haiku 4.5 | $0.00001 | $0.00049 |
Grade A, and why
decouple 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
Analyze the code at $ARGUMENTS (or the current working directory if no path given) for tight coupling and suggest how to decouple using dependency injection.
Process
-
Read the code — Find and read ALL Python files in the target path recursively. Read every
.pyfile. Map imports between modules. -
Identify coupling issues — Look for:
- Concrete imports — modules importing concrete classes instead of depending on abstractions
- Global mutable state — module-level variables shared across files
- Content coupling — accessing private members (
_var) of other modules - Law of Demeter violations — chained attribute access (
a.b.c.method()) - Circular imports — two modules importing each other
- God modules — one module imported by nearly everything
- Missing composition root — object creation scattered across multiple files instead of one place
- Hard-coded dependencies —
importinside functions, direct instantiation instead of injection
-
Generate dependency map — Show which modules depend on which:
Module Dependencies ─────────────────── routers/booking.py → operations/booking.py, models/booking.py operations/booking.py → models/booking.py (no DB import ✓) routers/admin.py → db/models.py ⚠ concrete DB import -
Propose decoupling — For each issue, show:
- File and line
- Principle violated — which of the 7 design principles (P1–P7)
- Current coupling — what the code does now
- Decoupled version — using Protocol, Callable, or composition root
- Before/after code
-
Ask before applying — Use AskUserQuestion to confirm which changes to apply.
-
Apply changes — Edit the files with the approved decoupling.
For guidance on Protocol-based DI, consult ${CLAUDE_PLUGIN_ROOT}/skills/clean-architecture/references/layered-architecture.md and ${CLAUDE_PLUGIN_ROOT}/skills/clean-architecture/references/design-principles.md.
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 · 44 lines · 11 tokens per session scan A c5b49005fd6a
decouple is a command published in the GitHub repository MKToronto/python-clean-architecture (8 stars, last pushed 2mo ago), licensed MIT. It adds 11 tokens to every session and 490 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 2026-08-31.
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