Borrowing it
Nothing to install: this file belongs to rigortype/rigor. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/rigortype/rigor/master/.claude/skills/rigor-type-coverage-uplift/SKILL.mdgit clone --depth 1 https://github.com/rigortype/rigorWrote 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/rigortype/rigor/rigor-type-coverage-uplift)<a href="https://agentmods.dev/skills/rigortype/rigor/rigor-type-coverage-uplift"><img src="https://agentmods.dev/badge/skills/rigortype/rigor/rigor-type-coverage-uplift/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/rigortype/rigor/rigor-type-coverage-uplift"><img src="https://agentmods.dev/badge/skills/rigortype/rigor/rigor-type-coverage-uplift.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00059 | $0.05985 |
| Opus 5.5 | $0.00024 | $0.02394 |
| Sonnet 5.5 | $0.00012 | $0.01197 |
| Haiku 4.5 | $0.00006 | $0.00598 |
Grade A, and why
rigor-type-coverage-uplift 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 11d 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 — 530 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Rigor Type-Coverage Uplift
A contributor workflow for systematically discovering, prioritising, and implementing precision improvements across Rigor's method-dispatch pipeline. The flow has three phases:
- Audit — enumerate each type's own methods, cross-reference against the existing implementation, and produce a machine-readable coverage doc.
- Decision — classify every gap by implementation tier; this document is the parallelisation artifact that lets separate agents work on independent tiers.
- Implementation — one tier at a time, apply the per-tier patterns and commit each slice.
Background
Rigor's method-dispatch pipeline resolves receiver.method(args) through ordered tiers. For a
given call site, the first tier that returns a non-nil type wins. The order is defined by
dispatch_precise_tiers in lib/rigor/inference/method_dispatcher.rb; read it before relying on
this summary:
DataFolding / StructFolding — Data / Struct value objects
meta-introspection — `Singleton[*].new` and other class-object lifts
ConstantFolding — scalar constant receivers (String, Integer, Float, bool, nil, Regexp, Symbol)
LiteralStringFolding — mutable literal-string concatenation
ShapeDispatch — structural types (Tuple, HashShape, Difference, Size-carrying Nominals)
STDLIB_SINGLETON_FOLDERS — one folder per stdlib singleton receiver (File, Shellwords, Math, …)
Kernel intrinsics — Kernel / Object methods (puts, pp, raise, …)
MethodFolding, ReduceFolding, ArrayToHFolding, BlockFolding
RbsDispatch — RBS envelope (fallback, always non-nil)
A "coverage gap" is any method where the RBS fallback gives a wide type (String, Integer,
Array[T], …) when a precise Constant[T] or Tuple or Refined type could be returned
because all the relevant arguments are statically known.
The underlying design documents:
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.
- 11d ago First seen · 530 lines · 59 tokens per session scan A cbf10440d8fd
rigor-type-coverage-uplift is a skill published in the GitHub repository rigortype/rigor (107 stars, last pushed today), licensed MPL-2.0. It adds 59 tokens to every session and 5,985 once invoked, about $0.0002 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 2026-10-26.
rigor-type-coverage-uplift compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| rigor-type-coverage-upliftrigortype/rigor | Skill | 107 | today | MPL-2.0 | A | 59 | Claude Code |
| newclacky-ai/openclacky | Skill | 1.2k | yesterday | MIT | A | 10 | Claude Code |
| rspec-conventionsrootstrap/rails_api_base | Skill | 634 | 2d ago | MIT | A | 82 | Claude Code |
| dhh-rails-styledavekilleen/Dex | Skill | 512 | 8d ago | MIT | A | 115 | Claude Code |
| ruby-patternssoftspark/ai-toolkit | Skill | 179 | 10d ago | Apache-2.0 | A | 60 | Claude Code |
| ruby-idiomsirahardianto/awesome-agv | Skill | 158 | 23d ago | MIT | A | 61 | Claude Code, Codex |
| ruby-rulessoftspark/ai-toolkit | Skill | 179 | 10d ago | Apache-2.0 | A | 48 | Claude Code |