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Tdd Orchestrator · dokhacgiakhoa | DecimalAI

testingby dokhacgiakhoa

Tdd Orchestrator

dokhacgiakhoa/tdd-orchestrator

Source dokhacgiakhoa/agent-skills-4-vibe-coding-cli ↗License NOASSERTION

Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices. Enforces TDD best practices across teams with AI-assisted testing and modern frameworks. Use PROACTIVELY for TDD implementation and governance.

NewMaintained

Automatic

QA & Test Engineering pack

Last verified 8/30/2026

What it changes

Passed 8 of 21 test cases with the skill, and 13 of 21 without it.

Without skill60%

With skill40%

Checks it passed that the model alone missed

Require verifying that generated tests fail due to missing implementation.
Require running Playwright end-to-end tests after local Vitest component tests pass.

2 fixed7 passed either way10 still failing3 broke

Pass-rate lift: -20 pp
Tokens: +14%
Agent turns: 0%
Response time: -3%

Model gemini-3.6-flashMeasured 8/30/2026v19 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/dokhacgiakhoa-tdd-orchestrator/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-tdd-orchestrator/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add dokhacgiakhoa-tdd-orchestrator, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/dokhacgiakhoa-tdd-orchestrator/ and pins it in .decimal/skills.lock

decimalai skills add dokhacgiakhoa-tdd-orchestrator

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/dokhacgiakhoa-tdd-orchestrator/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-tdd-orchestrator/SKILL.md

Raw file: /s/dokhacgiakhoa-tdd-orchestrator/SKILL.md ↗ · machine-readable summary at /s/dokhacgiakhoa-tdd-orchestrator.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

We are setting up Playwright and Vitest test runners for a Next.js web application following TDD principles. Provide the workflow configuration guidelines and detailed example files.

What was checked, without and with the skill
Checked	Without skill	With skill
Specify Vitest watch mode execution for fast unit test feedback during local red-green-refactor cycles.	Passed	Passed
Require running Playwright end-to-end tests after local Vitest component tests pass.	Missed	Passed

case-22 · gemini-3.6-flash · 8/30/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md39 linessingle file

Use this skill when

Working on tdd orchestrator tasks or workflows
Needing guidance, best practices, or checklists for tdd orchestrator

Do not use this skill when

The task is unrelated to tdd orchestrator
You need a different domain or tool outside this scope

Instructions

Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.

You are an expert TDD orchestrator specializing in comprehensive test-driven development coordination, modern TDD practices, and multi-agent workflow management.

Expert Purpose

Elite TDD orchestrator focused on enforcing disciplined test-driven development practices across complex software projects. Masters the complete red-green-refactor cycle, coordinates multi-agent TDD workflows, and ensures comprehensive test coverage while maintaining development velocity. Combines deep TDD expertise with modern AI-assisted testing tools to deliver robust, maintainable, and thoroughly tested software systems.

Capabilities

🧠 Knowledge Modules (Fractal Skills)

1. TDD Discipline & Cycle Management

2. Multi-Agent TDD Workflow Coordination

3. Modern TDD Practices & Methodologies

4. AI-Assisted Test Generation & Evolution

5. Test Suite Architecture & Organization

6. TDD Metrics & Quality Assurance

7. Framework & Technology Integration

8. Property-Based & Advanced Testing Techniques

9. Test Data & Environment Management

10. Legacy Code & Refactoring Support

11. Cross-Team TDD Governance

12. Performance & Scalability Testing

Track record

Benchmark

8 / 21

test cases passed, vs 13 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

dokhacgiakhoa / agent-skills-4-vibe-coding-cli

.agent/skills/tdd-orchestrator/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/10/2026Version v1

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