Agent skill

Nw Rigor

by nWave-ai in nWave-ai/nWave

Selects a quality-vs-token-consumption profile (lean, standard, thorough, exhaustive, custom, inherit) and persists it globally (~/.nwave/global-config.json) or per-project (.nwave/des-config.json).

MITAuto-check passedTesting & QA

Install Nw Rigor

skills CLI
$ npx skills add nWave-ai/nWave --skill nw-rigor -a claude-code

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

GitHub CLI
$ gh skill install nWave-ai/nWave nw-rigor --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/nWave-ai/nWave.git skills-src && mkdir -p .claude/skills && cp -r skills-src/nWave/skills/nw-rigor .claude/skills/nw-rigor && 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
nw-rigor
GitHub stars
616
Token cost
~4.9k tokens
SKILL.md length
1,381 words
Files
1
Skills in repo
14
Repo updated
First seen
Licence
MIT

At a glance

Selects a quality-vs-token-consumption profile (lean, standard, thorough, exhaustive, custom, inherit) and persists it globally (~/.nwave/global-config.json) or per-project (.nwave/des-config.json).

  • Works in 12 steps: Welcome → 5: Scope Selection → Comparison Table → …
  • Tuning how much rigor wave commands apply
  • SKILL.md covers Overview, Profile Mappings (Single…, Behavior Flow and Error Handling, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Nw Rigor is an agent skill from nWave-ai/nWave. Selects a quality-vs-token-consumption profile (lean, standard, thorough, exhaustive, custom, inherit) and persists it globally (~/.nwave/global-config.json) or per-project (.nwave/des-config.json). Use when tuning how much rigor wave commands apply.

Its SKILL.md is about 4.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA. The repository describes itself as: AI agents that guide you from idea to working code, with you in control at every step. The licence is MIT.

When your agent uses it

  • Tuning how much rigor wave commands apply

Example prompts

  • “Use the nw-rigor skill to select a quality-vs-token-consumption profile (lean, standard, thorough, exhaustive, custom, inherit) and persists it…”
  • “/nw-rigor”

Workflow steps

12 steps, taken from the step headings in SKILL.md.

  1. Welcome
  2. 5: Scope Selection
  3. Comparison Table
  4. User Selection
  5. Detail View
  6. Confirm
  7. Save to Config
  8. Summary
  9. Validate Argument
  10. 5: Scope Selection
  11. Show Diff
  12. Confirm

What it can do on your machine

Read from SKILL.md and the folder at commit da401a8. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are json).

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

  • Network

    No URLs in SKILL.md.

    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

Nw Rigor loads about 4.9k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 1,381 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~65
When it runs · the whole SKILL.md, loaded when a task matches
~4.9k

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 nWave-ai/nWave at commit da401a8, republished under its MIT licence (© nWave-ai). 1,381 words, ~4,901 tokens.

Download SKILL.mdSave it as .claude/skills/nw-rigor/SKILL.md (or your agent's skills folder).
name
nw-rigor
description
Selects a quality-vs-token-consumption profile (lean, standard, thorough, exhaustive, custom, inherit) and persists it globally (~/.nwave/global-config.json) or per-project (.nwave/des-config.json). Use when tuning how much rigor wave commands apply.
user-invocable
false
argument-hint
[profile] - Optional: lean, standard, thorough, exhaustive, custom, inherit. Omit for interactive selection.

NW-RIGOR: Quality Profile Selection

Wave: CROSS_WAVE | Agent: Main Instance (self) | Command: /nw-rigor [profile]

Overview

Interactive command to select a quality-vs-token-consumption profile. Persists choice to either ~/.nwave/global-config.json (global scope) or .nwave/des-config.json (project scope) under the rigor key. All wave commands read this config to adjust agent models, review policy, TDD phases, and mutation testing.

You (the main Claude instance) run this directly. No subagent delegation.

Note on TDD phase canons (dual-canon, ADR-025, 2026-05-07): the canonical TDD cycle is 3-phase v5 (RED, GREEN, COMMIT) as described in nw-tdd-methodology. The legacy 5-phase v4 (PREPARE, RED_ACCEPTANCE, RED_UNIT, GREEN, COMMIT) is preserved for backward-compat audit-log replay of pre-2026-05-07 commits. The .nwave/des-config.json tdd_phases field accepts BOTH canons: writers of new logs may emit v5; the validator + schema (step-tdd-cycle-schema.json) dispatch on schema_version ("5.0" → canonical, anything else → legacy). The profile table below shows both canons side-by-side: pick v5 for new features, keep v4 only when extending a feature whose audit log was started under the legacy canon.

Profile Mappings (Single Source of Truth)

Settingleanstandard [recommended]thoroughexhaustiveinherit
agent_modelhaikusonnetopusopusinherit
reviewer_modelskiphaikusonnetopushaiku
review_enabledfalsetruetruetruetrue
double_reviewfalsefalsetruetruefalse
tdd_phases (v5 canonical, ADR-025)[RED, GREEN][RED, GREEN, COMMIT][RED, GREEN, COMMIT][RED, GREEN, COMMIT][RED, GREEN, COMMIT]
tdd_phases (v4 legacy, audit-replay)[RED_UNIT, GREEN][PREPARE, RED_ACCEPTANCE, RED_UNIT, GREEN, COMMIT][PREPARE, RED_ACCEPTANCE, RED_UNIT, GREEN, COMMIT][PREPARE, RED_ACCEPTANCE, RED_UNIT, GREEN, COMMIT][PREPARE, RED_ACCEPTANCE, RED_UNIT, GREEN, COMMIT]
refactor_passfalsetruetruetruetrue
mutation_enabledfalsefalsefalsetruefalse

Behavior Flow

Mode Detection
  • No argument -> Mode 1 (Interactive Selection)
  • Argument is a preset name (lean, standard, thorough, exhaustive, inherit) -> Mode 2 (Quick Switch)
  • Argument is custom -> Mode 3 (Custom Builder)
Mode 1: Interactive Selection (no argument)
Step 1: Welcome

Read .nwave/des-config.json. If missing or .nwave/ directory absent -> error: "No nWave config directory found. Run nwave install first."

If JSON is invalid -> backup as .nwave/des-config.json.bak, reset config to {}, note: "Config was corrupted. Backed up and reset."

Display current profile (from config.rigor.profile) or "none set" if absent.

Brief explanation: "Rigor profiles control how much quality infrastructure nWave applies per wave: agent models, review depth, TDD phases, mutation testing. Higher rigor = better guarantees, higher token cost."

Step 1.5: Scope Selection

Display the current project rigor (from .nwave/des-config.json) and current global rigor (from ~/.nwave/global-config.json, if it exists).

Ask via AskUserQuestion:

Where do you want to save this configuration?

Options:

  1. Globally (~/.nwave/global-config.json) — applies to all projects without their own rigor
  2. This project only (.nwave/des-config.json) — overrides global for this project

Store the user's choice as {scope} and the corresponding file path as {target_file}:

  • If global: {target_file} = ~/.nwave/global-config.json
  • If project: {target_file} = .nwave/des-config.json
Step 2: Comparison Table

Display this table:

+-----------+--------+----------+----------+------------+---------+
|           | lean   | standard | thorough | exhaustive | inherit |
+-----------+--------+----------+----------+------------+---------+
| Agent     | haiku  | sonnet   | opus     | opus       | *yours* |
| Reviewer  | --     | haiku    | sonnet   | opus       | haiku   |
| Review    | no     | yes      | double   | double     | yes     |
| TDD       | R->G   | 5-phase  | 5-phase  | 5-phase    | 5-phase |
| Refactor  | no     | yes      | yes      | yes        | yes     |
| Mutation  | no     | no       | no       | yes        | no      |
+-----------+--------+----------+----------+------------+---------+
| Est. cost | lowest | moderate | higher   | highest    | varies  |
| Est. time | fast   | moderate | slower   | slowest    | varies  |
+-----------+--------+----------+----------+------------+---------+

Mark "standard" as [recommended]. Below the table, note: "Or choose custom to configure each setting individually. Type inherit to use your current session model."

Step 3: User Selection

Ask user to select via AskUserQuestion (4 options + Other for inherit/custom):

  1. standard [recommended]
  2. lean
  3. thorough
  4. exhaustive

Note in the question text: "Type 'custom' to build your own profile, or 'inherit' to use your session model."

If user selects or types "custom" -> jump to Mode 3 (Custom Builder). If user types "inherit" -> proceed with inherit profile to Step 4.

Step 4: Detail View

Show the detail view for the selected profile. Render in a code block for visual clarity.

lean:

WHAT YOU GET:
  - Haiku agent (fastest, cheapest)
  - RED -> GREEN TDD (skip PREPARE, RED_ACCEPTANCE, COMMIT phases)

WHAT YOU LOSE:
  - No code review
  - No PREPARE phase (no test fixture setup)
  - No RED_ACCEPTANCE phase (no acceptance tests)
  - No COMMIT phase (no refactoring pass)
  - No mutation testing

WHEN TO USE:
  Config changes, documentation, simple bug fixes, spikes/prototypes

ESTIMATED IMPACT:
  Lowest token cost | Fastest per step

standard [recommended]:

WHAT YOU GET:
  - Sonnet agent (balanced quality/speed)
  - Full 5-phase TDD (PREPARE -> RED_ACCEPTANCE -> RED_UNIT -> GREEN -> COMMIT)
  - Haiku reviewer (cost-effective review)
  - Refactoring pass in COMMIT phase

WHAT'S NOT INCLUDED:
  - No double review (single pass only)
  - No mutation testing
  - Not opus-level reasoning

WHEN TO USE:
  Most development work — features, integrations, refactoring

ESTIMATED IMPACT:
  Moderate token cost | Moderate time per step

thorough:

WHAT YOU GET:
  - Opus agent (strongest reasoning)
  - Sonnet reviewer (deeper review analysis)
  - Double review (two independent review passes)
  - Full 5-phase TDD
  - Refactoring pass

WHAT IT COSTS:
  Higher token cost | Slower per step

WHEN TO USE:
  Critical features, security-sensitive code, public APIs, complex algorithms

exhaustive:

WHAT YOU GET:
  - Opus agent and opus reviewer (strongest at every stage)
  - Double review (two independent review passes)
  - Full 5-phase TDD
  - Refactoring pass
  - Mutation testing (>= 80% kill rate gate)

WHAT IT COSTS:
  Highest token cost | Slowest per step

WHEN TO USE:
  Critical production systems, compliance-sensitive code, long-lived core modules

inherit:

WHAT YOU GET:
  - Your session model for agents (nWave inherits, does not override)
  - Haiku reviewer
  - Full 5-phase TDD
  - Single review pass
  - Refactoring pass

WHAT THIS MEANS:
  nWave respects your model choice and controls the process around it.
  If your session runs opus, agents get opus. If sonnet, agents get sonnet.

WHEN TO USE:
  When you have strong opinions about which model to use,
  or your organization controls model selection externally.
Step 5: Confirm

Ask user to confirm via AskUserQuestion:

  1. Yes, apply this profile
  2. No, go back to selection (return to Step 2)
  3. Cancel (exit without saving)
Step 6: Save to Config
  1. If {scope} is global AND the directory ~/.nwave/ does not exist, create it with parents=True
  2. Read {target_file} (handle missing file or corrupt JSON: start with {})
  3. Parse JSON
  4. Set config["rigor"] to the full profile object:
    json
    {
      "profile": "{selected}",
      "agent_model": "...",
      "reviewer_model": "...",
      "tdd_phases": [...],
      "review_enabled": true/false,
      "double_review": true/false,
      "mutation_enabled": true/false,
      "refactor_pass": true/false
    }
  5. Write back to {target_file}, preserving all other top-level keys (audit_logging_enabled, skill_tracking, update_check, etc.)
Step 7: Summary

Display all resolved settings:

Rigor profile saved: {name}

  Resolved settings:
  +-----------------------+---------------------------------------------------+
  | agent_model           | {value}                                           |
  | reviewer_model        | {value}                                           |
  | tdd_phases            | {value}                                           |
  | review_enabled        | {value}                                           |
  | double_review         | {value}                                           |
  | mutation_enabled      | {value}                                           |
  | refactor_pass         | {value}                                           |
  +-----------------------+---------------------------------------------------+

  Config: {target_file} ({scope})
  All wave commands will use these settings.
Mode 2: Quick Switch (with argument)
Step 1: Validate Argument

If argument is not one of: lean, standard, thorough, exhaustive, custom, inherit -> error: "Unknown profile '{name}'. Available: lean, standard, thorough, exhaustive, custom, inherit"

If argument is custom -> redirect to Mode 3 (Custom Builder).

Read .nwave/des-config.json. If missing -> same error as Mode 1 Step 1.

Step 1.5: Scope Selection

Same as Mode 1 Step 1.5. Ask scope question, store {scope} and {target_file}.

Step 2: Show Diff

Display what changes from current profile to target profile:

Switching from {current} -> {target}:

  agent_model:      sonnet -> haiku
  reviewer_model:   haiku -> skip
  review_enabled:   true -> false
  tdd_phases:       5-phase -> R->G
  refactor_pass:    true -> false
  mutation_enabled: (unchanged) false

If downgrading (moving to a less rigorous profile), highlight what user will lose:

You will LOSE:
  - Code review (reviewer_model: skip)
  - PREPARE, RED_ACCEPTANCE, COMMIT phases
  - Refactoring pass

If no current profile is set, show the target profile settings without diff.

Step 3: Confirm

Ask user to confirm via AskUserQuestion:

  1. Yes, switch to {target}
  2. No, keep current profile
Step 4: Save + Summary

Same as Mode 1 Steps 6 and 7. Uses {target_file} from Step 1.5.

Mode 3: Custom Builder (/nw-rigor custom or selected from interactive)

Build a profile setting by setting. Each question uses AskUserQuestion with sensible defaults (standard values pre-selected). After all questions, show summary and confirm.

Show full SKILL.md (554 more words)Show less
Step 1: Config Check

Same as Mode 1 Step 1 (read config, handle missing/corrupt).

Step 1.5: Scope Selection

Same as Mode 1 Step 1.5. Ask scope question, store {scope} and {target_file}.

Step 2: Agent Model

Ask via AskUserQuestion:

Which model should agents use? (crafter, architect, acceptance-designer)

Options:

  1. sonnet (Recommended) — balanced quality and speed
  2. haiku — fastest, lowest cost
  3. opus — strongest reasoning, highest cost
  4. inherit — use your current session model
Step 3: Reviewer Model

Ask via AskUserQuestion:

Which model for peer reviewers?

Options:

  1. haiku (Recommended) — cost-effective review
  2. sonnet — deeper analysis
  3. opus — most thorough review
  4. skip — no peer review
Step 4: Double Review

Ask via AskUserQuestion:

Run peer review twice (two independent passes)?

Options:

  1. No (Recommended) — single review pass
  2. Yes — two independent review passes (higher cost)

Only show this question if reviewer_model is not "skip". If "skip", set double_review = false automatically.

Step 5: TDD Phases

Ask via AskUserQuestion:

Which TDD phases should agents execute?

Options:

  1. Full 5-phase (Recommended) — PREPARE, RED_ACCEPTANCE, RED_UNIT, GREEN, COMMIT
  2. Minimal (RED→GREEN) — RED_UNIT and GREEN only (fastest, skips setup and refactoring)
Step 6: Refactoring Pass

Ask via AskUserQuestion:

Include a dedicated refactoring pass after implementation?

Options:

  1. Yes (Recommended) — L1-L4 refactoring in COMMIT phase
  2. No — skip refactoring pass

Only show if TDD phases is "Full 5-phase". If minimal, set refactor_pass = false automatically.

Step 7: Mutation Testing

Ask via AskUserQuestion:

Enable mutation testing (>= 80% kill rate gate)?

Options:

  1. No (Recommended) — skip mutation testing
  2. Yes — run mutmut after implementation, gate at 80% kill rate
Step 8: Summary + Confirm

Display the assembled profile:

Custom profile:

  +-----------------------+---------------------------------------------------+
  | agent_model           | {value}                                           |
  | reviewer_model        | {value}                                           |
  | double_review         | {value}                                           |
  | tdd_phases            | {value}                                           |
  | refactor_pass         | {value}                                           |
  | mutation_enabled      | {value}                                           |
  +-----------------------+---------------------------------------------------+

Ask to confirm via AskUserQuestion:

  1. Yes, apply this custom profile
  2. Start over (return to Step 2)
  3. Cancel (exit without saving)
Step 9: Save + Summary

Same as Mode 1 Steps 6 and 7. Uses {target_file} from Step 1.5. Save with "profile": "custom".

Error Handling

ErrorResponse
Missing .nwave/ directory"No nWave config directory found. Run nwave install first."
Invalid JSON in des-config.jsonBackup as .bak, reset to {}, proceed with notice
Unknown profile name"Unknown profile '{name}'. Available: lean, standard, thorough, exhaustive, custom, inherit"
inherit with undetectable session modelFallback to sonnet with notice: "Could not detect session model. Defaulting agent_model to sonnet."

Success Criteria

  • Current profile displayed (or "none set")
  • Scope question asked (global vs project) in all 3 modes
  • Comparison table shown with all 5 profiles
  • User selected and confirmed a profile
  • Config written to {target_file} (read-modify-write, other keys preserved)
  • ~/.nwave/ directory auto-created with parents=True on first global save
  • Summary of all resolved settings displayed (including scope and target file path)

Examples

Example 1: Interactive first-time selection
/nw-rigor

No current profile set. Shows comparison table, user picks "standard", sees detail view, confirms. Config written with full rigor block.

Example 2: Quick switch to lean
/nw-rigor lean

Current profile is "standard". Shows diff: loses review, loses PREPARE/COMMIT phases, loses refactoring pass. Agent drops from sonnet to haiku. User confirms. Config updated.

Example 3: Quick switch up
/nw-rigor thorough

Current profile is "standard". Shows diff: sonnet->opus agent, haiku->sonnet reviewer, double review enabled. No losses to highlight (pure upgrade). User confirms. Config updated.

Example 4: Custom profile builder
/nw-rigor custom

Walks through 6 questions: agent model (opus), reviewer (haiku), double review (no), TDD (full 5-phase), refactoring (yes), mutation (yes). Saves as custom profile with opus agent, haiku reviewer, single review, full TDD, refactoring, and mutation testing — a combination no preset offers.

Example 5: Invalid profile name
/nw-rigor turbo

Error: "Unknown profile 'turbo'. Available: lean, standard, thorough, exhaustive, inherit"

Example 6: No nWave installed
/nw-rigor

No .nwave/ directory found. Shows: "No nWave config directory found. Run nwave install first." Stops.

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

Files

Just SKILL.md in nWave/skills/nw-rigor of nWave-ai/nWave.

Open the folder on GitHubat commit da401a8

Compare with similar skills

Nw Rigor next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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TDDpietheinstrengholt/rssmonster56430 repos~906Automated safety check: PassMIT
TDD WorkflowhellangleZ/burn-in-cceverywhere-ralph11211 repos~2.4kAutomated safety check: PassNone
TDDsanity-io/sanity6.4k20 repos~1kAutomated safety check: PassMIT

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Categories

Questions about Nw Rigor

What does Nw Rigor do?

Selects a quality-vs-token-consumption profile (lean, standard, thorough, exhaustive, custom, inherit) and persists it globally (~/.nwave/global-config.json) or per-project (.nwave/des-config.json). Nw Rigor is an agent skill from nWave-ai/nWave.json).

When should I use Nw Rigor?

Nw Rigor fits situations like: tuning how much rigor wave commands apply.

How do I install Nw Rigor in Claude Code?

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

How do I install Nw Rigor in Codex?

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

Can I use Nw Rigor 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 nWave-ai/nWave --skill nw-rigor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nw-rigor, .gemini/skills/nw-rigor, .github/skills/nw-rigor and .opencode/skills/nw-rigor in your project.

What does Nw Rigor need to run?

SKILL.md names no scripts, command-line tools or credentials: Nw Rigor is instructions for the agent only.

Does Nw Rigor access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Nw Rigor 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 Nw Rigor use?

Nw Rigor is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Nw Rigor use?

About 4.9k tokens (SKILL.md is roughly 20k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Nw Rigor?

Skills that share tags, products or a category with Nw Rigor: Web Application Testing (anthropics/skills, 180k stars), Diagnosing Bugs (fossasia/eventyay-interpretation, 1.6k stars), TDD (pietheinstrengholt/rssmonster, 564 stars) and TDD Workflow (hellangleZ/burn-in-cceverywhere-ralph, 112 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Nw Rigor?

nWave-ai (a GitHub organization) maintains it in nWave-ai/nWave, which has 616 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on September 16, 2026.

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