intent-capture

intent-capture is a skill for Claude Code, Codex from fabriqaai/specs.md. It costs 20 tokens per session (901 once invoked), scanned A, original, MIT.

A guided conversation skill for turning an early idea into a clear feature goal. It asks about users, problems, scope, constraints, and how success will be measured.

In plain words
What is it for?
Use it when a feature idea is still unclear or exploratory and you need agreed goals, users, success criteria, and limits.
Why use it?
It reduces confusion before development by recording what should be built and checking that the summary matches the user's intent.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/fabriqaai/specs.md/intent-capture
Any agent
npx skills add fabriqaai/specs.md --skill intent-capture
Clone the repo
git clone --depth 1 https://github.com/fabriqaai/specs.md

Made for: Claude Code, Codex.

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 intent-capture

README.md
[![agentmods](https://agentmods.dev/badge/skills/fabriqaai/specs.md/intent-capture.svg)](https://agentmods.dev/skills/fabriqaai/specs.md/intent-capture)
Your own site
<a href="https://agentmods.dev/skills/fabriqaai/specs.md/intent-capture"><img src="https://agentmods.dev/badge/skills/fabriqaai/specs.md/intent-capture.svg" alt="Measured on agentmods" height="20"></a>
Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 901 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00020 $0.00901
Opus 5 $0.00010 $0.00451
Sonnet 5 $0.00004 $0.00180
Haiku 4.5 $0.00002 $0.00090

Measured 6d ago against content hash bd95ff68b08d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

intent-capture 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 6d 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.

src/flows/fire/agents/planner/skills/intent-capture/SKILL.md · 126 lines

What it actually says

<degrees_of_freedom> HIGH — This is a creative, exploratory phase. Ask open-ended questions. Don't constrain prematurely. </degrees_of_freedom>

<question if="unclear who benefits">
  Who is this for? Who will use this feature?
</question>

<question if="unclear problem">
  What problem does this solve? What's painful today?
</question>

<question if="unclear scope">
  What's the minimum that would be valuable? What can wait?
</question>

<question if="unclear constraints">
  Any technical constraints? Existing systems to integrate with?
</question>

<question if="unclear success">
  How will you know this is working? What does success look like?
</question>
  **Goal**: {summarized goal}

  **Users**: {who benefits}

  **Problem**: {what pain this solves}

  **Success Criteria**:
  - {criterion 1}
  - {criterion 2}
  - {criterion 3}

  **Constraints**:
  - {constraint 1}
  - {constraint 2}

  Is this accurate? [Y/n/edit]
</output>
<check if="response == n or edit">
  <action>Ask specific clarifying questions</action>
  <goto step="3"/>
</check>
  Saved to: .specs-fire/intents/{intent-id}/brief.md

  ---

  Ready to break this into work items? [Y/n]
</output>
<check if="response == y">
  <invoke_skill>work-item-decompose</invoke_skill>
</check>

<output_artifacts>

Artifact Location Template
Intent Brief .specs-fire/intents/{id}/brief.md ./templates/brief.md.hbs
</output_artifacts>

<success_criteria> User intent fully understood through dialogue Goal, users, problem clearly captured Success criteria defined Constraints identified Intent brief saved to correct location State.yaml updated with new intent </success_criteria>

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 6d ago First seen · 126 lines · 20 tokens per session scan A bd95ff68b08d

Subscribe to this mod's changes

intent-capture is a skill published in the GitHub repository fabriqaai/specs.md (206 stars, last pushed 13d ago), licensed MIT. It adds 20 tokens to every session and 901 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.

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