Agent skill

Validation

by josstei in josstei/maestro-orchestrate

Cross-cutting validation methodology for verifying phase outputs and project integrity

Apache-2.0Auto-check passedTesting & QA

Install Validation

skills CLI
$ npx skills add josstei/maestro-orchestrate --skill validation -a claude-code

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

GitHub CLI
$ gh skill install josstei/maestro-orchestrate validation --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/josstei/maestro-orchestrate.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/skills/shared/validation .claude/skills/validation && 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
validation
GitHub stars
465
Token cost
~2.3k tokens
SKILL.md length
1,061 words
Files
1
Skills in repo
17
Repo updated
First seen
Licence
Apache-2.0

At a glance

Cross-cutting validation methodology for verifying phase outputs and project integrity

  • Works in 5 steps: Build / Compile → Lint / Format → Unit Tests → …
  • Tasks that involve Unit testing
  • SKILL.md covers Validation Pipeline, Project Type Detection, Validation Result Interpretation and Validation Modes, plus 4 more sections
  • Calls npx, cargo and go

What it does

Validation is an agent skill from josstei/maestro-orchestrate. Cross-cutting validation methodology for verifying phase outputs and project integrity

Its SKILL.md is about 2.3k 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, covering Unit testing, Integration testing and Linting and formatting. It works with Node.js, Java, Python and Rust. The repository describes itself as: Multi-agent orchestration platform for Gemini CLI, Claude Code, Codex, and Qwen Code — 39 specialists, parallel subagents, persistent sessions, and built-in code review…. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Unit testing
  • Tasks that involve Integration testing
  • Tasks that involve Linting and formatting

Example prompts

  • “/validation”

Requirements

  • Python 3
  • Node.js

Workflow steps

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

  1. Build / Compile
  2. Lint / Format
  3. Unit Tests
  4. Integration Tests
  5. Manual Verification

What it can do on your machine

Read from SKILL.md and the folder at commit 4f5d434. 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:

    • npx
    • cargo
    • go
    • mvn
    • git
    • python
    • ruff

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

  • Network

    No URLs in SKILL.md. Its commands use npx and 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

Validation loads about 2.3k tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 1,061 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~24
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k

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 josstei/maestro-orchestrate at commit 4f5d434, republished under its Apache-2.0 licence (© josstei). 1,061 words, ~2,332 tokens.

Download SKILL.mdSave it as .claude/skills/validation/SKILL.md (or your agent's skills folder).
name
validation
description
Cross-cutting validation methodology for verifying phase outputs and project integrity

Validation Skill

Activate this skill when validating phase outputs during orchestration execution or when running standalone validation checks. This skill provides the pipeline, heuristics, and interpretation rules for verifying that changes meet quality standards.

Validation Pipeline

Execute validation steps in this order. Stop on the first blocking failure unless the user explicitly requests continuing.

Step 1: Build / Compile

Verify the project compiles without errors.

Project TypeCommand
Node.js (TypeScript)npx tsc --noEmit
Node.js (JavaScript)N/A (skip)
Rustcargo build
Gogo build ./...
Pythonpython -m py_compile [files]
Java (Maven)mvn compile
Java (Gradle)./gradlew compileJava
Step 2: Lint / Format

Verify code meets style and quality standards.

Project TypeCommand
Node.jsnpx eslint . && npx prettier --check .
Rustcargo clippy && cargo fmt --check
Gogo vet ./... && gofmt -l .
Pythonruff check . && ruff format --check .
Javamvn checkstyle:check or ./gradlew checkstyleMain
Step 3: Unit Tests

Run unit tests to verify behavior preservation.

Project TypeCommand
Node.js (Jest)npx jest
Node.js (Vitest)npx vitest run
Rustcargo test
Gogo test ./...
Python (pytest)python -m pytest tests/
Java (Maven)mvn test
Java (Gradle)./gradlew test
Step 4: Integration Tests

Run integration tests if available and applicable.

Detect integration test presence by looking for:

  • tests/integration/, test/integration/, or **/integration_test* directories/files
  • Test files with integration in the name
  • Test scripts in package.json (e.g., test:integration)
Step 5: Manual Verification

For changes that cannot be automatically validated, present a checklist to the user.

Project Type Detection

Detect the project type by checking for the presence of these files in the project root:

Indicator FileProject Type
package.jsonNode.js (check for typescript dep for TS)
Cargo.tomlRust
go.modGo
pyproject.toml or setup.pyPython
pom.xmlJava (Maven)
build.gradle or build.gradle.ktsJava (Gradle)
GemfileRuby
*.csproj or *.sln.NET

When multiple indicators are present, validate each project type independently.

Validation Result Interpretation

Pass

All executed validation steps completed with exit code 0. No errors or warnings that indicate broken functionality.

Fail (Blocking)

Any of the following constitute a blocking failure:

  • Build/compile errors
  • Lint errors (not warnings, unless the project treats warnings as errors)
  • Test failures
  • Type errors
Warn (Non-Blocking)

The following are recorded but do not block progression:

  • Lint warnings (when not configured as errors)
  • Deprecation notices
  • Coverage decreases (unless coverage threshold is configured)
  • Format-only issues (can be auto-fixed)

Validation Modes

The validation strictness is controlled by MAESTRO_VALIDATION_STRICTNESS (default: normal).

ModeBehavior
strictWarnings are treated as blocking failures. All lint warnings, deprecation notices, and coverage decreases block phase progression.
normalOnly errors block. Warnings are recorded but do not prevent phase completion. This is the default behavior described in the Pass/Fail/Warn sections above.
lenientNothing blocks automatically. All failures and warnings are recorded in session state and reported to the user, but phase progression continues. The user reviews the accumulated report at completion.
Strictness Application

When evaluating each validation step:

  1. Run the validation command and capture the exit code and output
  2. Classify the result as Pass, Fail (Blocking), or Warn (Non-Blocking) using the standard criteria above
  3. Apply the strictness mode:
    • strict: Fail (Blocking) AND Warn (Non-Blocking) both stop progression
    • normal: Only Fail (Blocking) stops progression
    • lenient: Record everything, stop nothing — append all results to session state and continue
  4. If strictness causes a result to be downgraded from blocking to non-blocking, note this in the validation output: "Warning recorded but not blocking (lenient mode)"

Post-Phase Validation

When to Validate

Run validation after:

  • Every phase that creates or modifies source code
  • Every parallel batch completion (validate the combined result)
  • Before marking any phase as completed
When to Skip Validation

Skip validation when:

  • The phase only modified documentation files
  • The phase only produced read-only analysis (architect, code-reviewer reports)
  • The user explicitly requests skipping validation

Record skipped with rationale in the phase validation result.

Show full SKILL.md (438 more words)Show less

Manual Verification Checklist

For changes that cannot be automatically validated, present this checklist template:

### Manual Verification Required

The following changes require manual verification:

- [ ] [Description of what to verify]
- [ ] [Visual/UI changes look correct]
- [ ] [Integration with external service works]
- [ ] [Environment-specific behavior confirmed]

Please confirm these items are verified before I mark this phase as complete.

Use manual verification for:

  • UI/visual changes
  • External service integrations
  • Environment-specific configurations
  • Performance improvements (require load testing)
  • Security remediations (require penetration testing)

Incremental Validation Mode

When full pipeline validation is unnecessary, use targeted validation based on the type of changes in the completed phase:

Validation Scope by Change Type
  • Phase created new files only (no existing files modified): Run lint + type check on the new files only. This provides fast feedback without running the full test suite against unchanged code.
  • Phase modified existing files: Run the full test suite. Existing tests serve as behavior-preservation checks — any failure indicates a potential regression.
  • Phase touched configuration files (build config, CI config, environment config, dependency manifests): Run the full pipeline (build + lint + type check + all tests). Configuration changes can have cascading effects across the entire project.
  • Phase only produced documentation or analysis: Skip validation (record as skipped with rationale).
Scope Detection

Determine the change type automatically from the completing agent's Task Report:

  1. Parse Files Created and Files Modified lists
  2. Classify each file: source code, test code, configuration, documentation
  3. Apply the most comprehensive validation scope that matches any changed file type (e.g., if one config file and three source files changed, run the full pipeline because config was touched)

Validation Failure Diagnosis

When validation fails, provide a structured diagnosis to help the orchestrator decide next steps.

Diagnosis Protocol
  1. Categorize the failure: type error, lint error, test failure, build error, runtime error
  2. Identify involved files: Which files from the current phase appear in the error output?
  3. Determine causality: Is the failure caused by the current phase's changes, or is it a pre-existing issue?
    • Check: Does the failure reference files modified in this phase?
    • Check: Run validation against a clean snapshot while always restoring local state:
      • git stash push --include-untracked -m "maestro-causality-check"
      • [validation command] (capture exit code as validation_exit)
      • git stash pop (run regardless of validation_exit)
    • If validation_exit is non-zero in the clean snapshot, classify the failure as pre-existing.
    • If git stash pop fails, mark the diagnosis as inconclusive until restoration conflicts are resolved.
  4. Classify resolution path:
    • Fixable by same agent: The error is in files the agent owns, the fix is straightforward (missing import, type mismatch, lint violation). Re-delegate to the same agent with the error context.
    • Requires different agent: The error is caused by an interface mismatch between phases. Identify which phase introduced the incompatibility.
    • Requires human input: The error reveals an ambiguity in the design or plan that cannot be resolved without user guidance. Escalate with full context.
Diagnosis Output Format
### Validation Diagnosis
- **Failure Type**: [type error | lint error | test failure | build error]
- **Failing Files**: [list of files from current phase involved in the failure]
- **Root Cause**: [brief description of why validation failed]
- **Pre-existing**: [yes | no — was this failure present before this phase's changes?]
- **Resolution Path**: [re-delegate to same agent | escalate to user | requires cross-phase fix]
- **Recommended Action**: [specific next step with context to include in re-delegation or escalation]

© josstei, Apache-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

Just SKILL.md in src/skills/shared/validation of josstei/maestro-orchestrate.

Open the folder on GitHubat commit 4f5d434

Compare with similar skills

Validation 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.

Validation compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Validation this skilljosstei/maestro-orchestrate465—~2.3kAutomated safety check: PassApache-2.0
Growing Outside In Systemslexler/skill-factory2391 repos~1.9kAutomated safety check: PassApache-2.0
Test Case ReducerArabelaTso/Skills-4-SE253—~2.5kAutomated safety check: PassApache-2.0
Polyglot Test Agentboshi-xixixi/TraeSkill274—~1.7kAutomated safety check: PassMIT
Fory Version Bumpapache/fory4.6k—~1.1kAutomated safety check: PassApache-2.0
Dbgtheodo-group/debug-that158—~1.9kAutomated safety check: PassMIT

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Categories

Questions about Validation

What does Validation do?

Cross-cutting validation methodology for verifying phase outputs and project integrity. Validation is an agent skill from josstei/maestro-orchestrate.

When should I use Validation?

Validation fits situations like: tasks that involve Unit testing; tasks that involve Integration testing; tasks that involve Linting and formatting.

How do I install Validation in Claude Code?

Run `npx skills add josstei/maestro-orchestrate --skill validation -a claude-code`. Or copy the skill folder (src/skills/shared/validation in josstei/maestro-orchestrate) into .claude/skills/validation in your project. Claude Code loads it when a task matches its description.

How do I install Validation in Codex?

Run `npx skills add josstei/maestro-orchestrate --skill validation -a codex`. Or copy the skill folder (src/skills/shared/validation in josstei/maestro-orchestrate) into .agents/skills/validation in your project. Codex loads it when a task matches its description.

Can I use Validation 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 josstei/maestro-orchestrate --skill validation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/validation, .gemini/skills/validation, .github/skills/validation and .opencode/skills/validation in your project.

What does Validation need to run?

Going by SKILL.md and its folder, Validation needs the command-line tools its instructions call (npx, cargo, go, mvn, git and python). Our summary lists: Python 3; Node.js.

Does Validation access the network?

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

Is Validation 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 Validation use?

Validation is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Validation use?

About 2.3k tokens (SKILL.md is roughly 9.3k 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 Validation?

Skills that share tags, products or a category with Validation: Growing Outside In Systems (lexler/skill-factory, 239 stars), Test Case Reducer (ArabelaTso/Skills-4-SE, 253 stars), Polyglot Test Agent (boshi-xixixi/TraeSkill, 274 stars) and Fory Version Bump (apache/fory, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Validation?

josstei (a GitHub user) maintains it in josstei/maestro-orchestrate, which has 465 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 6, 2026.

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