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Tdd Workflows Tdd Cycle · dokhacgiakhoa | DecimalAI

testingby dokhacgiakhoa

Tdd Workflows Tdd Cycle

dokhacgiakhoa/tdd-workflows-tdd-cycle

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

Use when working with tdd workflows tdd cycle

SkillScore82Maintained

Automatic

QA & Test Engineering pack

Last verified 8/30/2026

What it changes

Passed 18 of 22 test cases with the skill, and 14 of 22 without it.

Without skill64%

With skill82%

Checks it passed that the model alone missed

Requires completing a Final Code Review phase before finalizing the task.
Specifies Test Architecture Design as the step prior to writing failing unit tests.
References resources/implementation-playbook.md for detailed implementation playbooks.

and 1 more in the full report

4 fixed14 passed either way4 still failing0 broke

Pass-rate lift: +18 pp
Tokens: +1%
Agent turns: 0%
Response time: -15%

Model gemini-3.6-flashMeasured 8/30/2026v118 of 22 cases passed with skill

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-workflows-tdd-cycle/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-tdd-workflows-tdd-cycle/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add dokhacgiakhoa-tdd-workflows-tdd-cycle, 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-workflows-tdd-cycle/ and pins it in .decimal/skills.lock

decimalai skills add dokhacgiakhoa-tdd-workflows-tdd-cycle

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

After analyzing requirements for a new notification service notifier.py, what step must occur before writing the first failing unit test?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies Test Architecture Design as the step prior to writing failing unit tests.	Missed	Passed

case-15 · 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.md42 linessingle file

Use this skill when

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

Do not use this skill when

The task is unrelated to tdd workflows tdd cycle
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.

Execute a comprehensive Test-Driven Development (TDD) workflow with strict red-green-refactor discipline:

[Extended thinking: This workflow enforces test-first development through coordinated agent orchestration. Each phase of the TDD cycle is strictly enforced with fail-first verification, incremental implementation, and continuous refactoring. The workflow supports both single test and test suite approaches with configurable coverage thresholds.]

Configuration

🧠 Knowledge Modules (Fractal Skills)

1. Coverage Thresholds

2. Refactoring Triggers

3. 1. Requirements Analysis

4. 2. Test Architecture Design

5. 3. Write Unit Tests (Failing)

6. 4. Verify Test Failure

7. 5. Minimal Implementation

8. 6. Verify Test Success

9. 7. Code Refactoring

10. 8. Test Refactoring

11. 9. Write Integration Tests (Failing First)

12. 10. Implement Integration

13. 11. Performance and Edge Case Tests

14. 12. Final Code Review

15. RED Phase Validation

Track record

Benchmark

18 / 22

test cases passed, vs 14 / 22 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-workflows-tdd-cycle/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/10/2026Version v1

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