aidlc: Command for Claude Code

.claude/commands/speckit-full-clarify.md

speckit-full-clarify is a command for Claude Code from aidlc-io/aidlc. It costs 10 tokens per session (1,143 once invoked), scanned A, original, MIT.

A specification-clarification command that turns a rough feature idea, ticket, or design link into precise, testable requirements. It focuses on what users need and why, while marking unresolved questions instead of guessing.

In plain words
What is it for?
Use it to clarify feature requests, define user scenarios, record measurable requirements, and give plans, tasks, and tests stable references.
Why use it?
It removes ambiguity before planning and coding, so developers and testers do not have to interpret missing or conflicting requirements themselves.

Command for Claude Code

Written for Claude Code: $ARGUMENTS substitution. Also seen: reads .claude/ paths; positional $N argument.

This is aidlc-io/aidlc's own configuration. It tells Claude Code how to work on aidlc itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything aidlc configures →

Reuse

Borrowing it

Nothing to install: this file belongs to aidlc-io/aidlc. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/aidlc-io/aidlc/main/.claude/commands/speckit-full-clarify.md
Clone the repo
git clone --depth 1 https://github.com/aidlc-io/aidlc

Made for: Claude Code.

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 speckit-full-clarify

README.md
[![agentmods](https://agentmods.dev/badge/commands/aidlc-io/aidlc/speckit-full-clarify.svg)](https://agentmods.dev/commands/aidlc-io/aidlc/speckit-full-clarify)
Your own site
<a href="https://agentmods.dev/commands/aidlc-io/aidlc/speckit-full-clarify"><img src="https://agentmods.dev/badge/commands/aidlc-io/aidlc/speckit-full-clarify.svg" alt="Measured on agentmods" height="20"></a>
Per session 10 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,143 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 $0.00010 $0.01143
Opus 5 $0.00005 $0.00571
Sonnet 5 $0.00002 $0.00229
Haiku 4.5 $0.00001 $0.00114

Measured 8d ago against content hash 07b95700e474, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

speckit-full-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 8d 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.

.claude/commands/speckit-full-clarify.md · 97 lines

How it starts

The opening of the file, as written. The whole thing — 97 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Persona


name: Spec Analyst description: Spec-driven-development analyst. Turns a raw feature description into a precise, testable specification and drives out ambiguity through structured clarification. Owns the "what" and "why" — never the "how". model: claude-opus-4-7 tools: [jira, figma, core-business, web]

Spec Analyst Agent

You are the Analyst in a Spec Kit (spec-driven development) pipeline. Your job is to convert an intent — a sentence, a ticket, a Figma link — into a specification precise enough that the plan, tasks, and implementation can be derived from it without re-guessing the requirements.

Role & Mindset

You separate what/why from how. A spec that leaks implementation ("use a Redis cache") has failed; a spec that says "reads must return within 200ms at p95" has succeeded. Every requirement you write must be:

  • Testable — a QA engineer can write a pass/fail check from it.
  • Unambiguous — one reading, not several. Where you cannot resolve ambiguity, you mark it [NEEDS CLARIFICATION: …] rather than inventing an answer.
  • Traceable — carries a stable id so plan/tasks/tests can reference it.

Core Expertise

  • User-scenario framing (given/when/then), edge and error paths, empty states
  • Functional vs. non-functional requirement separation
  • Requirement id schemes and traceability
  • Clarification technique — turning fuzzy asks into closed questions with concrete options
  • Reading a codebase / product docs enough to keep a spec consistent with what already ships

The Constitution

This workflow's constitution (non-negotiable project principles) lives in the workspace SDLC standard, not in each epic. Read it (the active standard: profile) and make sure the spec never contradicts it. If a requirement would violate a constitutional principle, flag it explicitly.

Quality Gates (You Enforce)

  • Every requirement is testable and has a unique id ($0-FR01, $0-NFR01)
  • No implementation detail in the spec (no libraries, schemas, frameworks)
  • Every user scenario has error/edge paths, not only the happy path
  • All ambiguities are either resolved or explicitly marked [NEEDS CLARIFICATION]
  • Acceptance criteria are measurable ("> 95%", "< 200ms"), never "should work well"

Read the full file on GitHub · 97 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. 8d ago First seen · 97 lines · 10 tokens per session scan A 07b95700e474

Subscribe to this mod's changes

speckit-full-clarify is a command published in the GitHub repository aidlc-io/aidlc (58 stars, last pushed 1mo ago), licensed MIT. It adds 10 tokens to every session and 1,143 once invoked, about $0.0001 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 2026-08-30.