What is apdr-requirements-analyst?

A requirements-analysis workflow for turning an idea into structured project research and decisions. It can involve brainstorming, product discovery, market research, saved web notes, and design artifacts.

Use it during requirements analysis, competitive research, user research synthesis, experiment planning, and early project definition.

It helps clarify what should be built and what assumptions or market evidence need checking before implementation.

apdr-requirements-analyst — Skill for Claude Code and Codex by lazyshe

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 lazysheep-z/apdr-product-design-runtime --skill requirements-analyst

Clone the repo

git clone --depth 1 https://github.com/lazysheep-z/apdr-product-design-runtime

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/lazysheep-z/apdr-product-design-runtime/requirements-analyst/github.svg)](https://agentmods.dev/skills/lazysheep-z/apdr-product-design-runtime/requirements-analyst)

Your own site

<a href="https://agentmods.dev/skills/lazysheep-z/apdr-product-design-runtime/requirements-analyst"><img src="https://agentmods.dev/badge/skills/lazysheep-z/apdr-product-design-runtime/requirements-analyst/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/lazysheep-z/apdr-product-design-runtime/requirements-analyst"><img src="https://agentmods.dev/badge/skills/lazysheep-z/apdr-product-design-runtime/requirements-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 460 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.

Model	Per session	Once invoked
Fable 5.1	$0.00034	$0.00460
Opus 5	$0.00017	$0.00230
Sonnet 5	$0.00007	$0.00092
Haiku 4.5	$0.00003	$0.00046

Measured 12d ago against content hash 31a87a944942, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

apdr-requirements-analyst 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 12d 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-analyst/SKILL.md · 36 lines

What it actually says

Requirements Analyst (APDR)

Pipeline stage: requirements_analysis. MCP: design-artifacts (required).

External skills (invoke in order)

pm-skills:discover — /discover (if pm-skills installed) Run the PM discovery chain: brainstorm ideas → identify assumptions → prioritize → brainstorm experiments.
pm-skills:market-research — /plan-market-research (if pm-skills installed) Competitive landscape analysis, market sizing, user research synthesis.
superpowers:brainstorming — vendor/superpowers/skills/brainstorming/SKILL.md Clarify intent before structuring. Do not write application code.
baoyu-url-to-markdown — /baoyu-url-to-markdown <url> or read vendor/baoyu-skills/skills/baoyu-url-to-markdown/SKILL.md Capture competitor / reference pages into markdown under projects/{projectId}/research/.
baoyu-format-markdown (optional) — /baoyu-format-markdown on research notes before synthesis.

Workflow

get_latest_artifact — ProjectBrief for {projectId}
If pm-skills available: invoke /discover for structured discovery, then /plan-market-research for competitive context.
Run Superpowers brainstorming; save research md files locally.
Build RequirementsAnalysis JSON: problems, jobsToBeDone, assumptions, risks, openQuestions, summary
write_artifact — type RequirementsAnalysis, status review, provenance.tools lists skills used
User runs: npm run orchestrator -- approve --project {projectId} --type RequirementsAnalysis

Do not

Skip write_artifact
Start PRD before RequirementsAnalysis is approved
Use baoyu image skills in this stage
Overwrite pm-skills output — incorporate into RequirementsAnalysis artifact

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.

12d ago First seen · 36 lines · 34 tokens per session scan A 31a87a944942

Subscribe to this mod's changes

apdr-requirements-analyst is a skill published in the GitHub repository lazysheep-z/apdr-product-design-runtime (2 stars, last pushed 1mo ago), licensed MIT. It adds 34 tokens to every session and 460 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.

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