Growing Outside In Systems
lexler/skill-factory
Drive feature development using Outside-In TDD with Hexagonal Architecture.
Cross-cutting validation methodology for verifying phase outputs and project integrity
$ npx skills add josstei/maestro-orchestrate --skill validation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install josstei/maestro-orchestrate validation --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "validation" agent skill from https://github.com/josstei/maestro-orchestrate/tree/main/src/skills/shared/validation into .claude/skills/validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/josstei/maestro-orchestrate/tree/main/src/skills/shared/validationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add josstei/maestro-orchestrate --skill validation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install josstei/maestro-orchestrate validation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/josstei/maestro-orchestrate.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/skills/shared/validation .agents/skills/validation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "validation" agent skill from https://github.com/josstei/maestro-orchestrate/tree/main/src/skills/shared/validation into .agents/skills/validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add josstei/maestro-orchestrate --skill validation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install josstei/maestro-orchestrate validation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/josstei/maestro-orchestrate.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/skills/shared/validation .cursor/skills/validation && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "validation" agent skill from https://github.com/josstei/maestro-orchestrate/tree/main/src/skills/shared/validation into .cursor/skills/validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/josstei/maestro-orchestrate.git --path src/skills/shared/validation--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add josstei/maestro-orchestrate --skill validation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install josstei/maestro-orchestrate validation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/josstei/maestro-orchestrate.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/skills/shared/validation .gemini/skills/validation && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "validation" agent skill from https://github.com/josstei/maestro-orchestrate/tree/main/src/skills/shared/validation into .gemini/skills/validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install josstei/maestro-orchestrate validationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add josstei/maestro-orchestrate --skill validation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/josstei/maestro-orchestrate.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/skills/shared/validation .github/skills/validation && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "validation" agent skill from https://github.com/josstei/maestro-orchestrate/tree/main/src/skills/shared/validation into .github/skills/validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add josstei/maestro-orchestrate --skill validation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install josstei/maestro-orchestrate validation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/josstei/maestro-orchestrate.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/skills/shared/validation .opencode/skills/validation && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "validation" agent skill from https://github.com/josstei/maestro-orchestrate/tree/main/src/skills/shared/validation into .opencode/skills/validation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "validation", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
validationCross-cutting validation methodology for verifying phase outputs and project integrity
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.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4f5d434. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
npxcargogomvngitpythonruffFrom the folder's file list and the shell code blocks in SKILL.md.
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.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
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.
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.
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.
The full file from josstei/maestro-orchestrate at commit 4f5d434, republished under its Apache-2.0 licence (© josstei). 1,061 words, ~2,332 tokens.
.claude/skills/validation/SKILL.md (or your agent's skills folder).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.
Execute validation steps in this order. Stop on the first blocking failure unless the user explicitly requests continuing.
Verify the project compiles without errors.
| Project Type | Command |
|---|---|
| Node.js (TypeScript) | npx tsc --noEmit |
| Node.js (JavaScript) | N/A (skip) |
| Rust | cargo build |
| Go | go build ./... |
| Python | python -m py_compile [files] |
| Java (Maven) | mvn compile |
| Java (Gradle) | ./gradlew compileJava |
Verify code meets style and quality standards.
| Project Type | Command |
|---|---|
| Node.js | npx eslint . && npx prettier --check . |
| Rust | cargo clippy && cargo fmt --check |
| Go | go vet ./... && gofmt -l . |
| Python | ruff check . && ruff format --check . |
| Java | mvn checkstyle:check or ./gradlew checkstyleMain |
Run unit tests to verify behavior preservation.
| Project Type | Command |
|---|---|
| Node.js (Jest) | npx jest |
| Node.js (Vitest) | npx vitest run |
| Rust | cargo test |
| Go | go test ./... |
| Python (pytest) | python -m pytest tests/ |
| Java (Maven) | mvn test |
| Java (Gradle) | ./gradlew test |
Run integration tests if available and applicable.
Detect integration test presence by looking for:
tests/integration/, test/integration/, or **/integration_test* directories/filesintegration in the nametest:integration)For changes that cannot be automatically validated, present a checklist to the user.
Detect the project type by checking for the presence of these files in the project root:
| Indicator File | Project Type |
|---|---|
package.json | Node.js (check for typescript dep for TS) |
Cargo.toml | Rust |
go.mod | Go |
pyproject.toml or setup.py | Python |
pom.xml | Java (Maven) |
build.gradle or build.gradle.kts | Java (Gradle) |
Gemfile | Ruby |
*.csproj or *.sln | .NET |
When multiple indicators are present, validate each project type independently.
All executed validation steps completed with exit code 0. No errors or warnings that indicate broken functionality.
Any of the following constitute a blocking failure:
The following are recorded but do not block progression:
The validation strictness is controlled by MAESTRO_VALIDATION_STRICTNESS (default: normal).
| Mode | Behavior |
|---|---|
strict | Warnings are treated as blocking failures. All lint warnings, deprecation notices, and coverage decreases block phase progression. |
normal | Only errors block. Warnings are recorded but do not prevent phase completion. This is the default behavior described in the Pass/Fail/Warn sections above. |
lenient | Nothing 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. |
When evaluating each validation step:
strict: Fail (Blocking) AND Warn (Non-Blocking) both stop progressionnormal: Only Fail (Blocking) stops progressionlenient: Record everything, stop nothing — append all results to session state and continueRun validation after:
completedSkip validation when:
architect, code-reviewer reports)Record skipped with rationale in the phase validation result.
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:
When full pipeline validation is unnecessary, use targeted validation based on the type of changes in the completed phase:
skipped with rationale).Determine the change type automatically from the completing agent's Task Report:
When validation fails, provide a structured diagnosis to help the orchestrator decide next steps.
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)validation_exit is non-zero in the clean snapshot, classify the failure as pre-existing.git stash pop fails, mark the diagnosis as inconclusive until restoration conflicts are resolved.### 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
Just SKILL.md in src/skills/shared/validation of josstei/maestro-orchestrate.
Open the folder on GitHubat commit 4f5d434
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Validation this skilljosstei/maestro-orchestrate | 465 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Growing Outside In Systemslexler/skill-factory | 239 | 1 repos | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Test Case ReducerArabelaTso/Skills-4-SE | 253 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| Polyglot Test Agentboshi-xixixi/TraeSkill | 274 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Fory Version Bumpapache/fory | 4.6k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Dbgtheodo-group/debug-that | 158 | — | ~1.9k | Automated safety check: Pass | MIT |
lexler/skill-factory
Drive feature development using Outside-In TDD with Hexagonal Architecture.
ArabelaTso/Skills-4-SE
Automatically reduces bug-triggering test cases to minimal form while preserving the failure.
boshi-xixixi/TraeSkill
Generates comprehensive, workable unit tests for any programming language using a multi-agent pipeline.
apache/fory
Bump Apache Fory release or post-release development versions across Java, Kotlin, Scala, Python, Rust, Go, C++, C, Dart, JavaScript, Swift, integration tests, examples, and source docs.
theodo-group/debug-that
Debug applications using the dbg CLI debugger. An agent skill from theodo-group/debug-that.
ancoleman/ai-design-components
Writing optimized, secure, multi-stage Dockerfiles with language-specific patterns (Python, Node.js, Go, Rust), BuildKit features, and distroless images.
josstei/maestro-orchestrate
Standalone code review methodology for structured, severity-classified code assessment
josstei/maestro-orchestrate
Phase execution methodology for orchestration workflows with error handling and completion protocols
josstei/maestro-orchestrate
Generates detailed implementation plans from finalized designs
josstei/maestro-orchestrate
Manages orchestration session state, tracking, and resumption
josstei/maestro-orchestrate
Agent delegation best practices for constructing effective subagent prompts with proper scoping
josstei/maestro-orchestrate
Run a Maestro-style accessibility audit for WCAG compliance, ARIA usage, keyboard navigation, and screen reader compatibility
Categories
Cross-cutting validation methodology for verifying phase outputs and project integrity. Validation is an agent skill from josstei/maestro-orchestrate.
Validation fits situations like: tasks that involve Unit testing; tasks that involve Integration testing; tasks that involve Linting and formatting.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.