requirements-elicitation

requirements-elicitation is a skill for Claude Code, Codex from andreaswasita/copilot-agents-dojo. It costs 13 tokens per session (1,847 once invoked), scanned A, original, MIT.

A process for turning vague requests into precise requirements that engineers can test. It clarifies what must be built, what completion means, and which stakeholder decisions support it.

In plain words
What is it for?
Use it for new features, larger initiatives, product briefs, user stories, backlogs, and system specifications.
Why use it?
It reduces misunderstandings, conflicting expectations, and changing scope during development.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it for new features, larger initiatives, product briefs, user stories, backlogs, and system specifications.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/andreaswasita/copilot-agents-dojo/requirements-elicitation
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 andreaswasita/copilot-agents-dojo --skill requirements-elicitation
Clone the repo
git clone --depth 1 https://github.com/andreaswasita/copilot-agents-dojo

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 requirements-elicitation

README.md
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Your own site
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Your own site · 80×15
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Per session 13 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,847 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00013 $0.01847
Opus 5 $0.00006 $0.00924
Sonnet 5 $0.00003 $0.00369
Haiku 4.5 $0.00001 $0.00185

Measured 11d ago against content hash 8cc8e6ee6da4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

requirements-elicitation 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 11d 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.

skills/requirements-elicitation/SKILL.md · 202 lines

How it starts

The opening of the file, as written. The whole thing — 202 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Requirements Elicitation

Turns vague intent into precise, testable, engineer-ready requirements. This is a technique skill — not a role. Both the TPM and Architect invoke it at different stages of the requirements pipeline.

Requirements are delivery contracts, not meeting minutes. Every requirement must be testable, traceable, and unambiguous before it reaches engineering.

When to Use

  • Starting a new feature, epic, or initiative
  • Requirements feel vague, conflicting, or scope-creeping
  • Someone asks "what does done look like?"
  • Stakeholders keep changing their minds mid-sprint
  • Writing PRDs, feature briefs, or story backlogs
  • Assessing system impact of incoming requirements (Architect stage)
  • Translating user stories into system specifications (Architect stage)

Prerequisites

  • The ask_user Copilot tool to gather clarifications without spamming prose.
  • The edit Copilot tool to write the resulting brief / story cards.
  • A target file for the artefacts (typically requirements/<engagement>/stories.md or docs/feature-brief.md).
  • Access to the primary stakeholder — no requirements loop with a phantom user.
  • For the Architect stage: read access to the TPM-produced brief.

How to Run

1. DISCOVER   — Ask 3–5 problem-framing questions; never accept solutions-disguised-as-requirements.
2. INTERROGATE — Drive Socratic questions across scope, edges, success, failure, dependencies, constraints.
3. STRUCTURE  — Write user stories + Given/When/Then acceptance criteria + assumptions + out-of-scope.
4. VALIDATE   — Read each AC back in plain language and capture written sign-off.
5. GATE       — Walk the Definition of Ready checklist. If anything fails, return to step 2.
6. HAND OFF   — TPM passes to Architect; Architect may return stories that are not technically achievable.

Quick Reference

Artefact Mandatory format
User story As a [specific role], I want to [action], so that [measurable outcome].
Acceptance criterion Given [precondition], When [action], Then [expected result]. (≥ 3 per story)
Non-functional requirement Numeric threshold + measurement method (no adjectives)
Assumption Statement + owner + expiry date
Out of scope Explicit boundary list (never implied)

Read the full file on GitHub · 202 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. 11d ago First seen · 202 lines · 13 tokens per session scan A 8cc8e6ee6da4

Subscribe to this mod's changes

requirements-elicitation is a skill published in the GitHub repository andreaswasita/copilot-agents-dojo (53 stars, last pushed 4d ago), licensed MIT. It adds 13 tokens to every session and 1,847 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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