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Multi-Agent Brainstorming (Structured Design Review) · dokhacgiakhoa | DecimalAI

agent toolingby dokhacgiakhoa

Multi-Agent Brainstorming (Structured Design Review)

dokhacgiakhoa/multi-agent-brainstorming

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

Use this skill when a design or idea requires higher confidence, risk reduction, or formal review. This skill orchestrates a structured, sequential multi-agent design review where each agent has a strict, non-overlapping role. It prevents blind spots, false confidence, and premature convergence.

SkillScore92Maintained

Automatic

AI Engineer pack

Last verified 8/29/2026

What it changes

Passed 22 of 24 test cases with the skill, and 13 of 24 without it.

Without skill54%

With skill92%

Checks it passed that the model alone missed

The response names the five enforced agent roles.
The response attributes parallel agent chatting to idea swarm chaos.
The response designates the User Advocate role to evaluate developer experience.

and 9 more in the full report

11 fixed11 passed either way0 still failing2 broke

Pass-rate lift: +38 pp
Tokens: +0%
Agent turns: 0%
Response time: -25%

Model gemini-3.6-flashMeasured 8/29/2026v122 of 24 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-multi-agent-brainstorming/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-multi-agent-brainstorming/SKILL.md

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

decimalai skills add dokhacgiakhoa-multi-agent-brainstorming

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

curl -fsSL --create-dirs -o .claude/skills/dokhacgiakhoa-multi-agent-brainstorming/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-multi-agent-brainstorming/SKILL.md

Raw file: /s/dokhacgiakhoa-multi-agent-brainstorming/SKILL.md ↗ · machine-readable summary at /s/dokhacgiakhoa-multi-agent-brainstorming.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

In our structured architectural review of a real-time analytics engine, which agent role is responsible for making final binding decisions on conflicting feedback between security and developer ergonomics?

What was checked, without and with the skill
Checked	Without skill	With skill
The response identifies the Integrator role as responsible for making binding decisions on conflicting feedback.	Missed	Passed

case-05 · 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.md45 linessingle file

Multi-Agent Brainstorming (Structured Design Review)

Purpose

Transform a single-agent design into a robust, review-validated design by simulating a formal peer-review process using multiple constrained agents.

This skill exists to:

surface hidden assumptions
identify failure modes early
validate non-functional constraints
stress-test designs before implementation
prevent idea swarm chaos

This is not parallel brainstorming. It is sequential design review with enforced roles.

Operating Model

One agent designs.
Other agents review.
No agent may exceed its mandate.
Creativity is centralized; critique is distributed.
Decisions are explicit and logged.

The process is gated and terminates by design.

Agent Roles (Non-Negotiable)

Each agent operates under a hard scope limit.

🧠 Knowledge Modules (Fractal Skills)

1. 1️⃣ Primary Designer (Lead Agent)

2. 2️⃣ Skeptic / Challenger Agent

3. 3️⃣ Constraint Guardian Agent

Track record

Benchmark

22 / 24

test cases passed, vs 13 / 24 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/multi-agent-brainstorming/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/10/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

multi-agent-brainstormingSimulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.Close match+36 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Multi-Agent Brainstorming (Structured Design Review)

Purpose

Operating Model

Agent Roles (Non-Negotiable)

🧠 Knowledge Modules (Fractal Skills)

1. 1️⃣ Primary Designer (Lead Agent)

2. 2️⃣ Skeptic / Challenger Agent

3. 3️⃣ Constraint Guardian Agent

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills