brainstorming
Use when requirements are unclear, ambiguous, or have multiple valid interpretations — before planning or implementing
Skill by thesyntaxninja
Chalk Labs
Need help deploying brainstorming?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/thesyntaxninja-brainstorming
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/brainstorming
What's inside
- Skill name
brainstorming- Description
- Use when requirements are unclear, ambiguous, or have multiple valid interpretations — before planning or implementing
- License
- MIT
- Instructions
- 83 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Brainstorming
## Quick Reference
Before planning or building anything with unclear requirements: explore the user's intent, surface assumptions, identify constraints, and converge on an approach. Output a concise brief, not a plan.
## When to Use
- User's request has multiple valid interpretations
- Requirements are vague or incomplete ("make it better", "add auth")
- You're unsure what the user actually wants
- Feature request could be solved in fundamentally different ways
- User explicitly asks to brainstorm or think through something
## When NOT to Use
- Requirements are clear and specific ("add a button that calls /api/logout")
- User has provided a detailed spec or plan
- The task is a bug fix (use `systematic-debugging` instead)
- Trivial changes (typo, rename, config tweak)
## Core Process
### Step 1: Understand the Intent
Ask yourself (silently, don't dump this on the user):
- What is the user trying to achieve? (goal, not implementation)
- What did they say vs. what did they mean?
- What assumptions am I making?
### Step 2: Explore the Codebase
Before asking questions, gather context:
- Read relevant files to understand what exists
- Check for existing patterns, conventions, or prior art
- Identify constraints (dependencies, architecture, existing APIs)
### Step 3: Surface Options
Present 2-3 approaches to the user. For each:
- **What**: One-sentence description
- **Trade-off**: Key advantage and disadvantage
- **Fits when**: What circumstance makes this the right choice
Keep it brief. No walls of text. The user should be able to pick in 10 seconds.
### Step 4: Converge
Based on the user's choice (or their clarification), produce a brief:
```
## Brief
- **Goal**: [one sentence]
- **Approach**: [chosen approach]
- **Scope**: [what's in, what's explicitly out]
- **Key decisions**: [1-3 decisions made during brainstorming]
```
This brief feeds into `writing-plans` if the task needs a plan, or directly into implementation if it's small enough.
### Step 5: Check Scope
Is this task:
- **Small** (< 30 min, < 3 files)? → Proceed directly to implementation
- **Medium** (clear steps, one session)? → Chain to `writing-plans`
- **Large** (multiple sessions, many unknowns)? → Chain to `writing-plans`, which may escalate to `ralph-loop`
## Anti-Patterns
| Anti-Pattern | Why It's Wrong |
|--------------|----------------|
| Brainstorming when requirements are clear | Wastes time. Just build it. |
| Presenting 5+ options | Decision paralysis. 2-3 max. |
| Long essays per option | User won't read them. Keep it scannable. |
| Asking too many questions upfront | Gather context from code first, then ask targeted questions. |
| Brainstorming alone without the user | The point is collaborative convergence. Present options, get input. |
| Skipping codebase exploration | You'll propose approaches that don't fit the existing architecture. |
## Chaining
REQUIRED: syntaxninja-dojo:writing-plans (for medium/large tasks after convergence)From thesyntaxninja/syntaxninja-dojo, MIT.
More from thesyntaxninja/syntaxninja-dojo
- 0.443score
receiving-code-review
thesyntaxninja
Use when receiving code review feedback — requires technical verification of each suggestion before implementing, not blind agreement
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
requesting-code-review
thesyntaxninja
Use when implementation is complete and a comprehensive code review is needed — dispatches parallel review agents and merges findings
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
executing-plans
thesyntaxninja
Use when an approved plan exists and implementation should begin — executes steps sequentially with verification checkpoints
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
propose-skill-update
thesyntaxninja
Use when 3+ distinct occurrences suggest a skill should be updated with a new trigger, anti-pattern, or verification step
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
ralph-loop
thesyntaxninja
Use when task scope exceeds one context window and decomposes into independent pass/fail stories with clean iteration boundaries
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
self-review
thesyntaxninja
Use when implementation is complete and verification has passed — dispatches the sensei agent for fresh-context quality review
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
subagent-driven-development
thesyntaxninja
Use when executing an implementation plan with independent tasks that can be delegated to subagents within the current session
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
verification-before-completion
thesyntaxninja
Use when about to claim work is complete, fixed, or passing — requires running verification commands and confirming output before making any success claims
SkillDFreshness: D★ 2Claude Code +9 - 0.442score
prd-generator
thesyntaxninja
Use when a structured PRD document is needed for the ralph loop — generates prd.json and progress.txt
SkillDFreshness: D★ 2Claude Code +9 - 0.442score
compound-docs
thesyntaxninja
Use when a hard problem was just solved and the solution should be captured as a learning for future reference
SkillDFreshness: D★ 2Claude Code +9 - 0.442score
story-decomposition
thesyntaxninja
Use when a large task needs to be broken into independent, verifiable stories with pass/fail acceptance criteria
SkillDFreshness: D★ 2Claude Code +9 - 0.442score
writing-plans
thesyntaxninja
Use when a task requires multiple steps and benefits from a structured plan before implementation begins
SkillDFreshness: D★ 2Claude Code +9
Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Mar 4, 2026 (8 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from thesyntaxninja
- 0.443score
ralph-loop
thesyntaxninja
Use when task scope exceeds one context window and decomposes into independent pass/fail stories with clean iteration boundaries
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
receiving-code-review
thesyntaxninja
Use when receiving code review feedback — requires technical verification of each suggestion before implementing, not blind agreement
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
requesting-code-review
thesyntaxninja
Use when implementation is complete and a comprehensive code review is needed — dispatches parallel review agents and merges findings
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
propose-skill-update
thesyntaxninja
Use when 3+ distinct occurrences suggest a skill should be updated with a new trigger, anti-pattern, or verification step
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
executing-plans
thesyntaxninja
Use when an approved plan exists and implementation should begin — executes steps sequentially with verification checkpoints
SkillDFreshness: D★ 2Claude Code +9 - 0.443score
self-review
thesyntaxninja
Use when implementation is complete and verification has passed — dispatches the sensei agent for fresh-context quality review
SkillDFreshness: D★ 2Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get brainstorming running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
brainstorming skill. Agent Mart. https://agentmart.dev/skills/thesyntaxninja-brainstorming (last updated 2026-10-24)