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Rich Elicitation Skill · sickn33 | DecimalAI

agent toolingby sickn33

Rich Elicitation Skill

sickn33/rich-elicitation

Source sickn33/agentic-awesome-skills ↗License MIT

Asks clarifying questions in multiple rounds before starting ambiguous tasks. Fires when 2+ task dimensions each have 3+ viable answers.

SkillScore27Maintained

Automatic

Personal Assistant pack

Last verified 8/11/2026

What it changes

Passed 6 of 22 test cases with the skill, and 5 of 22 without it.

Without skill23%

With skill27%

Checks it passed that the model alone missed

Keeps the question count to 3 or fewer.
Explicitly lists remaining assumptions before presenting the draft content.

2 fixed4 passed either way15 still failing1 broke

Pass-rate lift: +5 pp
Tokens: +69%
Agent turns: 0%
Response time: -30%

Model gemini-3.6-flashMeasured 8/11/2026v16 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/sickn33-rich-elicitation/SKILL.md https://app.decimal.ai/s/sickn33-rich-elicitation/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add sickn33-rich-elicitation, 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/sickn33-rich-elicitation/ and pins it in .decimal/skills.lock

decimalai skills add sickn33-rich-elicitation

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

curl -fsSL --create-dirs -o .claude/skills/sickn33-rich-elicitation/SKILL.md https://app.decimal.ai/s/sickn33-rich-elicitation/SKILL.md

Raw file: /s/sickn33-rich-elicitation/SKILL.md ↗ · machine-readable summary at /s/sickn33-rich-elicitation.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 2

Prompt

I want to plan a company retreat for 50 people. Ask me clarifying questions about location type, activities, and budget tier.

What was checked, without and with the skill
Checked	Without skill	With skill
Begins the output with a 1 to 2 sentence explanation before presenting the question set.	Passed	Passed
Keeps the question count to 3 or fewer.	Missed	Passed

case-15 · gemini-3.6-flash · 8/11/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md200 linessingle file

Rich Elicitation Skill

Overview

This skill governs how Antigravity resolves task ambiguity before starting work. When a user's request has too many unanswered dimensions — each with several reasonable answers — Antigravity asks targeted clarifying questions across multiple rounds rather than silently picking defaults.

The goal is a correct first draft, not a generic answer that requires three revision cycles. Rounds are capped at three; anything still unclear after Round 3 gets a stated assumption and Antigravity proceeds.

When to Use This Skill

Use when a request has 2 or more dimensions that are ambiguous and each has 3+ viable options
Use when the user's likely intent is unclear across scope, audience, tone, format, or strategy
Use when an early answer would meaningfully change the structure or direction of the output
Use when working on writing, planning, design, recommendations, or creative tasks with open-ended scope
Use when a Round 1 answer unlocks a new set of meaningful choices that need resolving before proceeding

Do not trigger for:

Simple factual lookups or math
Clearly scoped requests with a single obvious interpretation
Minor unknowns where a safe default exists

How It Works

Step 1: Run the Trigger Checklist

Before starting any task, mentally check how many of these apply:

Signal	Action
Multiple valid output formats	Ask about format
Audience is unknown	Ask about audience
Tone is ambiguous	Ask about tone
Scope could be narrow or broad	Ask about depth/length
Technical vs. simple treatment unclear	Ask about technical level
Multiple strategic directions exist	Ask which direction
User's constraints are unknown	Ask about constraints

Track record

Benchmark

6 / 22

test cases passed, vs 5 / 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 — 8/3/2026

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

sickn33 / agentic-awesome-skills

skills/rich-elicitation/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

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

bilal140202/rich-elicitationUse this skill whenever Claude is about to help with any task that has multiple reasonable approaches, unclear requirements, personal preferences, or ambiguous scope. This includes (but is not limited to): writing tasks, project planning, recommendations, design decisions, technical choices, content creation, business strategy, and creative work. Always trigger this skill BEFORE starting the actual task — the goal is to ask enough questions upfront so Claude delivers exactly what the user wants Close match+45 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

Rich Elicitation Skill

Overview

When to Use This Skill

How It Works

Step 1: Run the Trigger Checklist

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills