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 mumez/smalltalk-dev-plugin --skill smalltalk-usage-findergit clone --depth 1 https://github.com/mumez/smalltalk-dev-pluginWrote 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/mumez/smalltalk-dev-plugin/smalltalk-usage-finder)<a href="https://agentmods.dev/skills/mumez/smalltalk-dev-plugin/smalltalk-usage-finder"><img src="https://agentmods.dev/badge/skills/mumez/smalltalk-dev-plugin/smalltalk-usage-finder/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/mumez/smalltalk-dev-plugin/smalltalk-usage-finder"><img src="https://agentmods.dev/badge/skills/mumez/smalltalk-dev-plugin/smalltalk-usage-finder.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00139 | $0.01949 |
| Opus 5.5 | $0.00056 | $0.00780 |
| Sonnet 5.5 | $0.00028 | $0.00390 |
| Haiku 4.5 | $0.00014 | $0.00195 |
Grade A, and why
smalltalk-usage-finder 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 — 290 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Smalltalk Usage Finder
Discover how Smalltalk classes, methods, and packages are used in practice through systematic analysis of documentation, examples, and real-world code.
Core Analysis Workflows
1. Understanding Class Responsibilities
Goal: Discover what a class does and its intended purpose.
Primary Tool: get_class_comment - The authoritative source for class responsibility.
Workflow:
1. Verify class name (if uncertain): search_classes_like(query)
2. Get class comment: get_class_comment(class_name)
3. Present responsibility clearly
Example:
search_classes_like("Point")
→ ["Point", "PointArray", ...]
get_class_comment("Point")
→ "I represent an x-y pair of numbers usually designating a location on the screen."
Best practice: Always start with the class comment - it's the authoritative documentation.
2. Finding Class Usage Patterns
Goal: Learn how to use a class by examining real examples.
Primary Tools: search_references_to_class, get_method_source, list_methods
Workflow:
1. Check for example methods:
- list_methods(package) or search_methods_like("example")
- Filter for "exampleXXX" methods (class-side)
- get_method_source for each example
2. Find real-world usage:
- search_references_to_class(class_name)
- Get source for top 5-10 references
- Identify common patterns
3. Synthesize usage guide
Example methods convention:
- Class-side methods in
examplescategory - Named:
exampleSimple,example1,exampleWithData - Best source for learning how to use a class
3. Finding Method Usage
Goal: Understand how a specific method is used in context.
Primary Tools: search_references, get_method_source
Challenge: Polymorphism - same method name in multiple classes.
Workflow:
1. Verify method exists: search_methods_like(method_name)
2. Find all references: search_references(method_name)
3. Filter by context:
- Get source for each reference
- Look for variable naming clues (e.g., "aPoint" → Point)
- Check type comments
4. Present usage with examples
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.
- 1mo ago First seen · 290 lines · 139 tokens per session scan A d4eac1a1462a
smalltalk-usage-finder is a skill published in the GitHub repository mumez/smalltalk-dev-plugin (15 stars, last pushed yesterday), licensed MIT. It adds 139 tokens to every session and 1,949 once invoked, about $0.0006 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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