Agent skill

Rigor Project Init

by rigortype in rigortype/rigor

Onboard a project to Rigor from scratch by detecting the stack, selecting plugins and an adoption mode, and writing the initial config and baseline or strict gate.

MPL-2.0Auto-check passedDevelopment

Install Rigor Project Init

skills CLI
$ npx skills add rigortype/rigor --skill rigor-project-init -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install rigortype/rigor rigor-project-init --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/rigortype/rigor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/rigor-project-init .claude/skills/rigor-project-init && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
rigor-project-init
GitHub stars
106
Token cost
~4.5k tokens
SKILL.md length
2,357 words
Files
7 (incl. references)
Skills in repo
36
Repo updated
First seen
Licence
MPL-2.0

At a glance

Onboard a project to Rigor from scratch by detecting the stack, selecting plugins and an adoption mode, and writing the initial config and baseline or strict gate.

  • First-time Rigor setup
  • SKILL.md covers First: load the…, Phase 0 — When to use this skill, Note — plugin installation and The central decision —…, plus 6 more sections
  • Calls git
  • Not for an existing baseline

What it does

Rigor Project Init is an agent skill from rigortype/rigor. Onboard a project to Rigor from scratch by detecting the stack, selecting plugins and an adoption mode, and writing the initial config and baseline or strict gate. Use for first-time Rigor setup; not for an existing baseline or plugin authoring.

Its SKILL.md is about 4.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/01-detect.md`, `references/02-configure.md` and `references/03-baseline-and-bugs.md`).

It sits in Development. The repository describes itself as: Inference-first static analysis for Ruby. The licence is MPL-2.0.

When your agent uses it

  • First-time Rigor setup
  • Not for an existing baseline
  • Plugin authoring

Example prompts

  • “/rigor-project-init”

What it can do on your machine

Read from SKILL.md and the folder at commit 57a67cf. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Rigor Project Init loads about 4.5k tokens when it runs, and up to ~18k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 2,357 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~66
When it runs · the whole SKILL.md, loaded when a task matches
~4.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~18k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from rigortype/rigor at commit 57a67cf, republished under its MPL-2.0 licence (© rigortype). 2,357 words, ~4,506 tokens.

Download SKILL.mdSave it as .claude/skills/rigor-project-init/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.
name
rigor-project-init
description
Onboard a project to Rigor from scratch by detecting the stack, selecting plugins and an adoption mode, and writing the initial config and baseline or strict gate. Use for first-time Rigor setup; not for an existing baseline or plugin authoring.
license
MPL-2.0
metadata.version
0.1.0
metadata.homepage
https://github.com/rigortype/rigor

Rigor Project Init

End-to-end onboarding for a project that has never run Rigor. The output is a committed .rigor.dist.yml, an explicit adoption mode, and — if the project chooses it — a .rigor-baseline.yml snapshot.

This skill is for users adopting Rigor on their own project. It uses the published rigor executable, installed standalone — Rigor is a tool, not a library, so it does not go in the project's Gemfile. For the install channels (mise recommended) see the manual's Installing Rigor chapter — rigor docs manual/01-installation once any rigor is on PATH, or (pre-install) https://github.com/rigortype/rigor/blob/master/docs/manual/01-installation.md. This skill references only public CLI flags and config keys — the same surface rigor --help documents.

First: load the version-current copy

This skill's step detail lives in its references/ files, and its exact commands, flags, and config keys drift between Rigor releases — so follow the copy that ships with the installed Rigor rather than any vendored or frozen copy of this file. Get the complete current procedure (body + all references, inline) in one call:

sh
rigor skill --full rigor-project-init

If you already loaded this skill via rigor skill you have the current copy — just proceed. If rigor is not on PATH, this task needs it: run rigor-next-steps to install Rigor first, then come back.

Phase 0 — When to use this skill

Trigger when the user says "set up Rigor here", "configure rigor for this app", "add type checking", or runs rigor check in a project that has no .rigor.yml / .rigor.dist.yml.

Do NOT trigger for:

  • An existing baseline the user wants to shrink — that is the rigor-baseline-reduce skill.
  • Writing a Rigor plugin for the project's own DSL / metaprogramming — that is the rigor-plugin-author skill. (This skill points at plugin authoring as an escalation in Phase 8; it does not do it.)
  • Tweaking an already-configured project — ordinary edits to an existing .rigor.yml; no onboarding pipeline needed.

Note — plugin installation

All rigor-* plugins ship bundled inside the rigortype gem. No separate installation is needed. Listing a plugin under plugins: in .rigor.dist.yml is sufficient to activate it. The project's Gemfile is untouched by this workflow. See references/02-configure.md § "No separate installation needed" for detail.

The central decision — adoption mode

A mature Ruby codebase routinely reports hundreds to thousands of diagnostics the first time rigor check runs. Most are not fresh bugs: some are real-but-empirically-safe (T | nil that production always initialises), some are project style, a minority are genuine latent bugs. Forcing every site to zero before adoption blocks adoption entirely.

So before writing any config, present the user with two modes and let them choose. The mode drives the severity profile, whether a baseline is generated, and how Phase 8 frames the leftover diagnostics.

Acknowledge mode (baseline adoption)Strict mode (no compromise)
GoalAdopt Rigor now; make sure ordinary coding does not increase the diagnostic count.Drive the project to zero outstanding diagnostics and keep it there.
Today's diagnosticsSnapshotted into .rigor-baseline.yml; suppressed as long as the count does not grow.All surfaced; every one is fixed or consciously suppressed.
Hard-to-fix diagnosticsLeft in the baseline. The project trusts its test / spec suite to cover runtime correctness for those sites — the static `Tnil` reading is worst-case-sound, the suite proves the worst case is not hit.
severity_profilelenient (or balanced for a small project).strict.
Best forEvery project by default — mature or brand-new, large or small.Users fluent in both type theory and RBS who opt in and will resolve Rigor's inference gaps themselves.
New diagnostics laterSurface immediately — anything beyond the baseline envelope is a regression.Surface immediately — there is no envelope; every diagnostic is live.

Both modes give the same core guarantee: a change that introduces a new diagnostic is caught. They differ only in what happens to the diagnostics that exist today. Acknowledge mode parenthesises them behind a baseline and leans on the test suite; strict mode refuses to parenthesise anything.

Recommend acknowledge mode for every project, including new and small ones. Rigor's inference still has gaps, so even a fresh project meets diagnostics on correct code. Under strict mode each one needs a sig/ fix, an RBS workaround, or a reasoned # rigor:disable — work that takes type theory and RBS. Without that knowledge, users rewrite correct code for the tool or scatter suppressions. Acknowledge mode keeps the same regression guard with an exit: a new diagnostic still fails the check, and once it is confirmed as an inference gap, the baseline can absorb it (report the false positive upstream). rigor baseline regenerate rewrites the baseline from every live diagnostic, so run it only when a whole-project rigor check (no path arguments) shows nothing but confirmed false positives; otherwise it silences a real bug alongside them.

Present strict mode as an opt-in for users who know type theory and RBS, want the zero-diagnostic gate, and accept resolving inference gaps themselves — never as the recommendation, and never because the project is new, small, or a library. If the user picks it, tell them how to move to acknowledge mode later: optionally relax severity_profile, re-run triage, then run Phase 7 (generate a baseline and wire baseline:). The profile change comes first because it changes which rules fire.

For a large first run (more than ~100 errors), acknowledge mode also suggests severity_profile: lenient; see Phase 4.

Note the ordering: the error count that feeds the severity_profile choice in Phase 4 is only measured in Phase 6's triage run. Any profile written in Phase 4 is therefore provisional — Phase 6 revisits it against the measured count (see references/02-configure.md § "Severity profile").

Non-interactive / agent-driven runs

This skill has several ask-the-user points (the mode choice, the RBS collection install, the final gitignore-and-commit confirmation). A delegation is the user asking, before the run, for the onboarding to proceed without these questions ("set it up, don't ask me"). An ordinary request to set Rigor up is not one: ask as usual. Under a delegation those points resolve without blocking:

  • The mode the user pre-declared is settled; record it and skip the Phase 2 presentation. If the delegation names no mode, choose acknowledge mode and say so in the report — never strict.
  • Low-risk, reversible, in-repo confirmations (rbs collection install, the .gitignore addition) are covered by the delegation — act, and note each self-answer in your report.
  • Never commit or push under a general delegation. Run the Final step's file inventory as a report (what was created, what to commit) instead of a question, and leave the commits to the user.

Phase outline

PhaseWhatReference
1Detect the project shape (Gemfile / Gemfile.lock walk).references/01-detect.md
2Present the two adoption modes; record the user's choice.(this file — § "The central decision")
3Select the plugin set matching the detected stack.references/01-detect.md
4Write .rigor.dist.yml — severity profile follows the mode. Verify activation with rigor plugins.references/02-configure.md
5Generate initial RBS sigs; uplift attr_reader precision with --params=observed.references/04-sig-uplift.md
6Run rigor triage --format json to diagnose the diagnostic stream.references/03-baseline-and-bugs.md
6aPre-baseline cleanup — apply quick fixes that triage diagnosed (pre_eval: for monkey-patch hints, rbs collection install if still needed). Re-run triage; repeat until the count is stable.references/03-baseline-and-bugs.md § "Phase 6a"
7Acknowledge mode only — generate the baseline and wire baseline:.references/03-baseline-and-bugs.md
8Surface likely real bugs; distinguish sig quality FPs from real bugs; offer escalation paths.references/03-baseline-and-bugs.md
8aInstall the agent type-contract into AGENTS.md / CLAUDE.md, so an AI contributor sources types from Rigor instead of guessing them.references/06-agent-contract.md
9Confirm the generated files with the user — what each is, and whether to commit it.(this file — § "Final step")

Load each reference when you reach its phase. Phases run in order; the only branch is Phase 7 (acknowledge mode runs it, strict mode skips it). Phase 5 is also optional if the project already has a committed sig/ directory.

Reading order — modules

ModuleReadCovers
1references/01-detect.mdPhases 1 + 3. Gemfile / Gemfile.lock walk → framework family. The plugin-recommendation table (Rails / dry-rb / Sinatra / RSpec / plain Ruby). RBS-collection presence check.
2references/02-configure.mdPhase 4. Severity-profile choice tied to the mode. The .rigor.dist.yml template and every key it uses. The .rigor.dist.yml vs .rigor.yml convention.
3references/04-sig-uplift.mdPhase 5. rigor sig-gen --write baseline. rigor sig-gen --params=observed --write attr_reader precision uplift. Handling residual untyped methods. Committing sig/.
4references/03-baseline-and-bugs.mdPhases 6–8. rigor triage as the diagnosis layer. Phase 6a pre-baseline cleanup loop (pre_eval: for monkey-patch hints, rbs collection install). rigor baseline generate + wiring baseline:. Surfacing likely real bugs; sig quality FP recognition (Struct call.wrong-arity, -> bot return-type-mismatch, regex-capture $1 FPs). The two escalation paths — write a project plugin, or open a Rigor issue.
5references/06-agent-contract.mdPhase 8a. The one paragraph the project's AGENTS.md / CLAUDE.md keeps so every agent session sources types from Rigor rather than guessing them. Where to append it, when to create the file, and what never to overwrite.
— (optional)references/05-jit-performance.mdOperational, not a phase. Run speed via a Ruby JIT: Rigor auto-enables YJIT for long runs (~5 s break-even), how to detect JIT support in your install, the override env vars, and why YJIT beats ZJIT for Rigor on Ruby 4.0. Read only when a large project's rigor check wall time matters.
Show full SKILL.md (846 more words)Show less

Escalation paths (Phase 8 preview)

Some diagnostic clusters are neither a quick fix nor honest baseline material. Two of them have a dedicated answer this skill hands off to:

  • Application-specific metaprogramming — a project DSL, define_method factory, method_missing accessor, or class_eval heredoc generator that Rigor cannot follow produces a cluster of call.undefined-method (or unresolved-toplevel). First decide whether pre_eval: can fix it — it resolves only methods written as literal def / def self. in a project file. When the methods are generated dynamically (computed define_method names, method_missing, a class_eval <<~RUBY … def #{name} … RUBY template), pre_eval: walks the file and finds no literal method to register, so the cluster survives. That residue is the signal that the durable fix is a project-private Rigor plugin which teaches Rigor the DSL's shape. This is the recommended next step, and Rigor does not ship per-application plugins for it — a Redmine app's Setting.define_setting accessors, an in-house acts_as_*, etc. are the project's plugin to own (ADR-16 § Audience: application-specific homegrown DSLs are out of scope for the bundled substrate). Surface it and offer to launch the rigor-plugin-author skill (see § "Next step" below).
  • An external gem Rigor does not understand — a dependency ships no RBS and Rigor has no built-in coverage for it. Try rbs collection install first; if that gem genuinely needs Rigor support, open an issue on the Rigor project asking for it: https://github.com/rigortype/rigor/issues.

Neither is a Phase 8 obligation — they are options to offer the user when the triage report points at one of these causes. The project-DSL handoff is detailed in references/03-baseline-and-bugs.md § "Escalation path A".

Next step — hand off to plugin authoring when a project DSL remains

Onboarding's job ends at a committed config + (acknowledge mode) a baseline. But if Phase 6a/8 found a dynamically-generated project DSL that pre_eval: could not resolve (a define_method factory, method_missing, or a class_eval heredoc generator), the onboarding is not complete until the user knows the durable fix — a project-owned Rigor plugin, which Rigor does not bundle per app.

Before the final file-confirmation step, when such a cluster exists: name it and its generator, say plainly that the fix is a project plugin (not a baseline entry), and offer to launch the rigor-plugin-author skill — on the user's confirmation, invoke it (Skill tool). The full detection-and-handoff recipe is references/03-baseline-and-bugs.md § "Escalation path A". The offer is not automatic — the user may baseline the cluster now and author the plugin later — but never leave a generated-DSL cluster in the baseline without naming its real fix.

Final step — confirm the generated files with the user

Onboarding scatters new files across the project root. Before finishing, present the user with a short message that names each file the workflow produced, says what it is, and recommends whether to commit it — so the team shares one consistent setup rather than each developer reinventing it. Do not silently leave the files for the user to discover.

Run git status --short first; only describe files that actually exist (e.g. sig/ exists only if Phase 5 ran; .rigor-baseline.yml only in acknowledge mode). For each, give the commit recommendation:

FileWhat it isCommit?
.rigor.dist.ymlThe shared project config (Phase 4) — target_ruby, paths:, test_paths:, plugins:, severity_profile:, and the baseline: pointer. The single source of truth every contributor's rigor check reads.Yes — it is the shared config; sharing it is the whole point.
.rigor-baseline.ymlAcknowledge mode only (Phase 7) — the snapshot of today's known diagnostics. Doubles as a record of project state; without it each developer's baseline diverges and the regression guard means different things per machine.Yes — commit it; it documents project state and pins the regression envelope.
sig/RBS skeletons from rigor sig-gen (Phase 5), if that phase ran. A first-class project artefact — it sharpens inference for everyone.Yes — commit it (see references/04-sig-uplift.md § "Commit the sig/ directory").
.rigor/ (contains cache/)The per-file analysis cache rigor check writes to speed up re-runs. Regenerable and machine-local.No — add .rigor/ to .gitignore.
.rigor.ymlOptional per-developer local override (not written by this skill). Takes precedence over .rigor.dist.yml; used to opt out locally (e.g. run without the baseline).No — gitignore it if a developer creates one.
rbs_collection.lock.yamlNot a Rigor artefact — but if Phase 1 ran rbs collection install, the install may have regenerated this pre-existing project file (e.g. the stdlib gem list for the resolved Ruby).Yes, but flag it separately: it is a change to an existing project file, not part of the Rigor file set.
AGENTS.md / CLAUDE.mdThe agent type-contract section added in Phase 8a — "a type you did not obtain from Rigor is a guess". Created only if neither file existed; otherwise this is an appended section in a pre-existing file.Yes — commit it; the point is that every contributor's agent reads the same rule. Flag an appended section separately, as with rbs_collection.lock.yaml.

Recommend the two concrete actions and ask before doing them (both touch the user's repo): (1) add .rigor/ — and .rigor.yml if present — to .gitignore; (2) commit .rigor.dist.yml, .rigor-baseline.yml, sig/, and the Phase 8a AGENTS.md / CLAUDE.md section as the shared Rigor setup. Per the git-safety default, do not commit on the user's behalf until they confirm.

© rigortype, MPL-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 6 other files (references) in skills/rigor-project-init of rigortype/rigor.

  • SKILL.md
  • references/01-detect.md
  • references/02-configure.md
  • references/03-baseline-and-bugs.md
  • references/04-sig-uplift.md
  • references/05-jit-performance.md
  • references/06-agent-contract.md

Open the folder on GitHubat commit 57a67cf

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Categories

Questions about Rigor Project Init

What does Rigor Project Init do?

Onboard a project to Rigor from scratch by detecting the stack, selecting plugins and an adoption mode, and writing the initial config and baseline or strict gate. Rigor Project Init is an agent skill from rigortype/rigor. Onboard a project to Rigor from scratch by detecting the stack, selecting plugins and an adoption mode, and writing the initial config and baseline or strict gate.

When should I use Rigor Project Init?

Rigor Project Init fits situations like: first-time Rigor setup; not for an existing baseline; plugin authoring.

How do I install Rigor Project Init in Claude Code?

Run `npx skills add rigortype/rigor --skill rigor-project-init -a claude-code`. Or copy the skill folder (skills/rigor-project-init in rigortype/rigor) into .claude/skills/rigor-project-init in your project. Claude Code loads it when a task matches its description.

How do I install Rigor Project Init in Codex?

Run `npx skills add rigortype/rigor --skill rigor-project-init -a codex`. Or copy the skill folder (skills/rigor-project-init in rigortype/rigor) into .agents/skills/rigor-project-init in your project. Codex loads it when a task matches its description.

Can I use Rigor Project Init in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rigortype/rigor --skill rigor-project-init -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rigor-project-init, .gemini/skills/rigor-project-init, .github/skills/rigor-project-init and .opencode/skills/rigor-project-init in your project.

What does Rigor Project Init need to run?

Going by SKILL.md and its folder, Rigor Project Init needs the command-line tools its instructions call (git).

Does Rigor Project Init access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Rigor Project Init safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Rigor Project Init use?

Rigor Project Init is published under the MPL-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Rigor Project Init use?

About 4.5k tokens (SKILL.md is roughly 18k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 14k tokens, read only when the agent opens those files.

What are the alternatives to Rigor Project Init?

Skills that share tags, products or a category with Rigor Project Init: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 296k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Rigor Project Init?

rigortype (a GitHub organization) maintains it in rigortype/rigor, which has 106 GitHub stars. The repository holds 36 skills in this directory. The repository was last updated on October 8, 2026.

Source: rigortype/rigor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.