clarify

clarify is a skill for Claude Code from yash-gadodia/claude-init. It costs 42 tokens per session (985 once invoked), scanned A, original, MIT.

A guided process for turning an unclear request into a detailed, testable specification. It checks the codebase first, then asks a small number of focused questions.

In plain words
What is it for?
Use it to clarify a feature's purpose, limits, and success conditions before implementation begins.
Why use it?
It reduces guesswork when several solutions are possible or important requirements are missing.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions subagents.

Part of the claude-init plugin — 11 skills, 1 command, 7 agents shipped together

Good fit Use it to clarify a feature's purpose, limits, and success conditions before implementation begins.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/yash-gadodia/claude-init/clarify
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add yash-gadodia/claude-init --skill clarify
Clone the repo
git clone --depth 1 https://github.com/yash-gadodia/claude-init

Made for: Claude Code.

Or install claude-init, the plugin that ships this one along with the rest of its 11 skills, 1 command, 7 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for clarify

README.md
[![agentmods](https://agentmods.dev/badge/skills/yash-gadodia/claude-init/clarify/github.svg)](https://agentmods.dev/skills/yash-gadodia/claude-init/clarify)
Your own site
<a href="https://agentmods.dev/skills/yash-gadodia/claude-init/clarify"><img src="https://agentmods.dev/badge/skills/yash-gadodia/claude-init/clarify/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for clarify

Your own site · 80×15
<a href="https://agentmods.dev/skills/yash-gadodia/claude-init/clarify"><img src="https://agentmods.dev/badge/skills/yash-gadodia/claude-init/clarify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 985 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00042 $0.00985
Opus 5 $0.00021 $0.00492
Sonnet 5 $0.00008 $0.00197
Haiku 4.5 $0.00004 $0.00098

Measured 9d ago against content hash 65f74ce59acf, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

clarify scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

templates/skills/clarify/SKILL.md · 116 lines

How it starts

The opening of the file, as written. The whole thing — 116 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Clarify: Idea → Design → Spec

Transform vague requirements into implementation-ready specifications through structured dialogue.

When This Triggers

Automatically when:

  • The request is ambiguous or has multiple valid interpretations
  • The request spans multiple subsystems or involves architecture decisions
  • You'd have to guess at important details to start implementing

Skip when: the request is clear and specific enough to plan directly.

Process

1. Explore Context

Before asking a single question, check the codebase:

  • Read ARCHITECTURE.md for system context
  • Find related code — are there existing patterns for this type of feature?
  • Check recent commits — is there related work in progress?

Don't ask things you can answer by reading.

2. Clarify Intent (max 3 questions)

Ask questions one at a time. Prefer multiple choice.

Good: "Should this work for unauthenticated users too, or only logged-in? (a) logged-in only (b) both (c) only unauthenticated" Bad: "What tech stack should we use?" (you can see the codebase) Bad: Asking 5 questions at once

Focus on: purpose, constraints, success criteria. Not implementation details — that comes in planning.

3. Propose Approaches

For non-trivial work, propose 2-3 approaches:

  • Lead with your recommendation and why
  • Show trade-offs (complexity, time, risk, flexibility)
  • YAGNI ruthlessly — remove unnecessary features from all options

4. Write the Spec

# Spec: [Feature Name]

## Problem
<1-2 sentences: what pain point this solves>

## Solution
<The chosen approach, 2-3 sentences>

## Acceptance Criteria
- [ ] Given [context], when [action], then [result]
- [ ] Edge case: [scenario] → [expected behavior]
- [ ] Error case: [failure mode] → [expected handling]

## Assumptions
<What we assumed that wasn't explicit in the request>

## Technical Notes
- Extends: [existing code/patterns to build on]
- Changes: [what needs to be modified]
- New: [what needs to be created]

## Out of Scope
<What this explicitly does NOT include>

Read the full file on GitHub · 116 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 116 lines · 42 tokens per session scan A 65f74ce59acf

Subscribe to this mod's changes

clarify is a skill published in the GitHub repository yash-gadodia/claude-init (5 stars, last pushed 2d ago), licensed MIT. It adds 42 tokens to every session and 985 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.