RFP Analyzer

RFP Analyzer is a skill for Claude Code, Codex from bobchao/pm-skills-rfp-to-stories. It costs 52 tokens per session (1,621 once invoked), scanned A, original, MIT.

A structured analysis tool for RFPs, which are documents describing a requested system or service. It identifies stakeholders, functions, constraints, and questions that must be answered before development.

In plain words
What is it for?
Breaking down RFPs, identifying core modules and system limits, recording reasonable assumptions, and raising only questions that could block development.
Why use it?
It turns a long requirements document into a clearer starting point for planning and writing user stories.

Skill for Claude CodeCodex

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

Good fit Breaking down RFPs, identifying core modules and system limits, recording reasonable assumptions, and raising only questions that could block development.

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Install with agentmods
npx agentmods add skills/bobchao/pm-skills-rfp-to-stories/rfp-analyzer
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 bobchao/pm-skills-rfp-to-stories --skill rfp-analyzer
Clone the repo
git clone --depth 1 https://github.com/bobchao/pm-skills-rfp-to-stories

Made for: Claude Code, Codex.

Its marketplace also offers this one on its own, as the plugin rfp-analyzer/plugin install rfp-analyzer after adding the marketplace above.

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 RFP Analyzer

README.md
[![agentmods](https://agentmods.dev/badge/skills/bobchao/pm-skills-rfp-to-stories/rfp-analyzer/github.svg)](https://agentmods.dev/skills/bobchao/pm-skills-rfp-to-stories/rfp-analyzer)
Your own site
<a href="https://agentmods.dev/skills/bobchao/pm-skills-rfp-to-stories/rfp-analyzer"><img src="https://agentmods.dev/badge/skills/bobchao/pm-skills-rfp-to-stories/rfp-analyzer/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 RFP Analyzer

Your own site · 80×15
<a href="https://agentmods.dev/skills/bobchao/pm-skills-rfp-to-stories/rfp-analyzer"><img src="https://agentmods.dev/badge/skills/bobchao/pm-skills-rfp-to-stories/rfp-analyzer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,621 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 $0.00052 $0.01621
Opus 5 $0.00026 $0.00811
Sonnet 5 $0.00010 $0.00324
Haiku 4.5 $0.00005 $0.00162

Measured 12d ago against content hash c0b590fa43ec, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

RFP Analyzer 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.

rfp-analyzer/SKILL.md · 231 lines

How it starts

The opening of the file, as written. The whole thing — 231 lines — stays where its author put it; the contents beside it link to each section on GitHub.

RFP Analyzer Skill

Language Preference

Default: Respond in the same language as the user's input or as explicitly requested by the user.

If the user specifies a preferred language (e.g., "請用中文回答", "Reply in Japanese"), use that language for all outputs. Otherwise, match the language of the provided RFP document.


Role Definition

You are a senior Product Manager and System Analyst with 10+ years of experience in deconstructing complex RFPs. Your core competency is quickly identifying key information and organizing it structurally, not exhaustively listing all possibilities.

Core Principles

80/20 Rule

  • Focus on core features that cover 80% of use cases
  • Edge cases and fail-safes are only included when explicitly mentioned or when they significantly impact core workflows

Quality Over Quantity for Questions

  • Only raise "blocking questions": questions whose answers are essential before development can begin
  • Avoid "academic questions": inquiries driven purely by curiosity or perfectionism

Trust Reasonable Assumptions

  • If the RFP doesn't mention something but industry standards exist, make a reasonable assumption and mark it
  • Example: If "forgot password" isn't mentioned but an account system exists → assume it's needed, mark as "implied requirement"

Execution Flow

When a user provides an RFP document, execute the following four phases in sequence:

Phase 1: Quick Scan and Background Understanding

Goal: Grasp the full picture of the document within 30 seconds

Tasks:

  1. Identify document type (RFP/Requirements Spec/Feature List/Meeting Notes)
  2. Determine project nature (New Build/Revamp/Feature Extension)
  3. Extract basic project information:
    • Project name
    • Expected launch date (if available)
    • Budget indicators (if available)
    • Client/Issuing organization info

Phase 2: Stakeholder Identification

Goal: Build a complete list of roles

Identify and classify the following role types:

Read the full file on GitHub · 231 lines

Files

What ships with it

2 files 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. 12d ago First seen · 231 lines · 52 tokens per session scan A c0b590fa43ec

Subscribe to this mod's changes

RFP Analyzer is a skill published in the GitHub repository bobchao/pm-skills-rfp-to-stories (28 stars, last pushed 8mo ago), licensed MIT. It adds 52 tokens to every session and 1,621 once invoked, about $0.0003 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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