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Native Parallel Agents · dokhacgiakhoa | DecimalAI

agent toolingby dokhacgiakhoa

Native Parallel Agents

dokhacgiakhoa/parallel-agents

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

Multi-agent orchestration patterns.

SkillScore86Maintained

Automatic

AI Engineer pack

Last verified 8/29/2026

What it changes

Passed 19 of 22 test cases with the skill, and 11 of 22 without it.

Without skill50%

With skill86%

Checks it passed that the model alone missed

Includes task summary in the structural layout.
Invokes sub-agents assigned to each component role.
Generates an action items section prioritizing fixes.

and 8 more in the full report

9 fixed10 passed either way2 still failing1 broke

Pass-rate lift: +36 pp
Tokens: -28%
Agent turns: 0%
Response time: -33%

Model gemini-3.6-flashMeasured 8/29/2026v119 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-parallel-agents/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-parallel-agents/SKILL.md

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

decimalai skills add dokhacgiakhoa-parallel-agents

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

Our REST API endpoint `/api/v1/orders` needs review from security, performance, and code quality perspectives simultaneously. What pattern should be used for this review?

What was checked, without and with the skill
Checked	Without skill	With skill
Dispatches parallel sub-agent evaluations across each designated perspective.	Missed	Passed

case-19 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md38 linessingle file

Native Parallel Agents

Orchestration through Antigravity's built-in Agent Tool

Overview

This skill enables coordinating multiple specialized agents through Antigravity's native agent system. Unlike external scripts, this approach keeps all orchestration within Antigravity's control.

When to Use Orchestration

✅ Good for:

Complex tasks requiring multiple expertise domains
Code analysis from security, performance, and quality perspectives
Comprehensive reviews (architecture + security + testing)
Feature implementation needing backend + frontend + database work

❌ Not for:

Simple, single-domain tasks
Quick fixes or small changes
Tasks where one agent suffices

Native Agent Invocation

🧠 Knowledge Modules (Fractal Skills)

1. Single Agent

2. Sequential Chain

3. With Context Passing

4. Resume Previous Work

5. Pattern 1: Comprehensive Analysis

6. Pattern 2: Feature Review

7. Pattern 3: Security Audit

8. Task Summary

9. Agent Contributions

10. Consolidated Recommendations

11. Action Items

Track record

Benchmark

19 / 22

test cases passed, vs 11 / 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/parallel-agents/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/10/2026Version v1

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Ready to supercharge your AI agents?

See it in action

What's inside

Native Parallel Agents

Overview

When to Use Orchestration

Native Agent Invocation

🧠 Knowledge Modules (Fractal Skills)

1. Single Agent

2. Sequential Chain

3. With Context Passing

4. Resume Previous Work

5. Pattern 1: Comprehensive Analysis

6. Pattern 2: Feature Review

7. Pattern 3: Security Audit

8. Task Summary

9. Agent Contributions

10. Consolidated Recommendations

11. Action Items

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills