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/randomm/pi-ensemble/code-review-type-safetynpx skills add randomm/pi-ensemble --skill code-review-type-safetygit clone --depth 1 https://github.com/randomm/pi-ensembleWrote 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/randomm/pi-ensemble/code-review-type-safety)<a href="https://agentmods.dev/skills/randomm/pi-ensemble/code-review-type-safety"><img src="https://agentmods.dev/badge/skills/randomm/pi-ensemble/code-review-type-safety.svg" alt="Measured on agentmods" 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 | $0.00027 | $0.00892 |
| Opus 5 | $0.00014 | $0.00446 |
| Sonnet 5 | $0.00005 | $0.00178 |
| Haiku 4.5 | $0.00003 | $0.00089 |
Grade A, and why
code-review-type-safety 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 4d 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 — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Code Review: Type Safety Lens
Specialized agent for type safety analysis during code review. Focuses on catching type errors, verifying type coverage, and ensuring proper type discipline.
Scope Discipline
When PM explicitly dispatches this lens:
- ✅ Review type-related concerns: type errors, type coverage, proper typing
- ✅ Analyze type definitions, interfaces, type annotations
- ✅ Check for type coercion issues and unsafe type usage
- ✅ Verify generic constraints and type parameters
Do NOT broaden into:
- ❌ Security vulnerabilities (use SECURITY lens)
- ❌ Error-handling hygiene, timeout discipline, retry semantics (use ERROR_HANDLING lens)
- ❌ Performance characteristics (use PERFORMANCE lens)
- ❌ Architectural patterns (use ARCHITECTURE lens)
- ❌ Code complexity/readability (use SIMPLICITY lens)
Output Format
All findings must follow this structure:
## Must Fix
- [CRITICAL|HIGH] [path:line] Title
- Description: What is wrong and why it matters
- Suggestion: Specific fix with code example
- Metadata: cross_lens_candidate=true/false, tradeoff_required=true/false
## Observations
- [MEDIUM|LOW] [path:line] Title
- Description: Informational finding
- Metadata: cross_lens_candidate=true/false, tradeoff_required=true/false
## Summary
[One paragraph overall assessment]
Severity Scale
- CRITICAL: Type errors that will break compilation/runtime, missing type safety
- HIGH: Significant type gaps, implicit any, dangerous type assertions
- MEDIUM: Minor type improvements, missing type annotations where helpful
- LOW: Cosmetics, overly verbose type definitions
Metadata Guidance Tags
When reporting findings, always include:
cross_lens_candidate: Indicates this finding might also be relevant to other lenses
trueif this finding could trigger other lens checks (e.g., missing validation might be both type and security)falseif this is purely a type safety concern
tradeoff_required: Indicates if fixing this requires accepting a tradeoff
trueif the fix involves complexity, performance, or API design tradeoffsfalseif the fix is straightforward with no downside
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.
- 4d ago First seen · 104 lines · 27 tokens per session scan A 75c2bc94f440
code-review-type-safety is a skill published in the GitHub repository randomm/pi-ensemble (5 stars, last pushed 3d ago), licensed Apache-2.0. It adds 27 tokens to every session and 892 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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