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Project Brainstorming — Requirements Discovery Before Execution · 1mancompany | DecimalAI

productivityby 1mancompany

Project Brainstorming — Requirements Discovery Before Execution

1mancompany/project-brainstorming-requirements-discovery-before-execution

Source 1mancompany/onemancompany ↗License Apache-2.0

Turn vague ideas into clear specs with acceptance criteria through collaborative

NewMaintained

Automatic

Product Management pack

Last verified 8/23/2026

What it changes

4 of 22 test cases passed with the skill.

Pass-rate lift: —
Tokens: +27%
Agent turns: 0%
Response time: -69%

Model gemini-3.6-flashMeasured 8/23/2026v14 of 22 cases passed with skill · 6 comparable

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

Lift withheld: 6 comparable cases; this report requires 8.

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/1mancompany-project-brainstorming-requirements-discovery-98cf3c/SKILL.md https://app.decimal.ai/s/1mancompany-project-brainstorming-requirements-discovery-before-execution/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add 1mancompany-project-brainstorming-requirements-discovery-before-execution, 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/1mancompany-project-brainstorming-requirements-discovery-98cf3c/ and pins it in .decimal/skills.lock

decimalai skills add 1mancompany-project-brainstorming-requirements-discovery-before-execution

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

curl -fsSL --create-dirs -o .claude/skills/1mancompany-project-brainstorming-requirements-discovery-98cf3c/SKILL.md https://app.decimal.ai/s/1mancompany-project-brainstorming-requirements-discovery-before-execution/SKILL.md

Raw file: /s/1mancompany-project-brainstorming-requirements-discovery-before-execution/SKILL.md ↗ · machine-readable summary at /s/1mancompany-project-brainstorming-requirements-discovery-before-execution.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

We want to build an internal chat notification bot for devops alerts. Before asking the user any questions, what specific tool should be used to check team availability?

What was checked, without and with the skill
Checked	Without skill	With skill
Mentions calling list_colleagues to check available team members.	Missed	Passed

case-09 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md133 linessingle file

Project Brainstorming — Requirements Discovery Before Execution

Turn vague ideas into clear specs with acceptance criteria through collaborative dialogue with the CEO. Understand what to build before building it.

When to Use This Skill

USE brainstorming for:

New product/feature requests ("build X", "create Y", "design Z")
Multi-step projects that involve multiple team members
Ambiguous tasks where CEO intent needs clarification

SKIP brainstorming for:

Simple operational tasks ("check status", "send email", "look up info")
Urgent fixes ("the site is down", "fix this bug now")
Tasks where CEO gave explicit, detailed instructions with clear criteria
Follow-up tasks on existing projects where scope is already defined
CEO explicitly says "just do it" or "skip the questions"

Phase 1: Understand Context (no CEO interaction)

Before asking the CEO anything:

Read existing project files if this is a follow-up
Check what team members are available (use list_colleagues)
Form your own understanding of the task

Phase 2: Ask Clarifying Questions (ONE AT A TIME)

Track record

Benchmark

4 / 22

test cases passed with the skill

Adoption

Users: 1
Times used: 8

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

1mancompany / onemancompany

src/onemancompany/default_skills/project-brainstorming/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

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See it in action

What's inside

Project Brainstorming — Requirements Discovery Before Execution

When to Use This Skill

Phase 1: Understand Context (no CEO interaction)

Phase 2: Ask Clarifying Questions (ONE AT A TIME)

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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