What is reverse-analysis?

A command that coordinates a full reverse analysis of a software service's source code. It launches specialist agents in stages to build an inventory of the service's functions and behaviour.

Use it to inspect a repository, document its domain and behaviour, and produce a consolidated reverse-product-analysis summary.

It replaces a broad, manual code-reading exercise with a repeatable analysis process and organised output files.

reverse-analysis — Command for Claude Code by dodobrands/ai-hub

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.

Clone the repo

git clone --depth 1 https://github.com/dodobrands/ai-hub

Made for: Claude Code.

Or install reverse-product-analysis, the plugin that ships this one along with the rest of its 1 command.

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/commands/dodobrands/ai-hub/reverse-analysis/github.svg)](https://agentmods.dev/commands/dodobrands/ai-hub/reverse-analysis)

Your own site

<a href="https://agentmods.dev/commands/dodobrands/ai-hub/reverse-analysis"><img src="https://agentmods.dev/badge/commands/dodobrands/ai-hub/reverse-analysis/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/commands/dodobrands/ai-hub/reverse-analysis"><img src="https://agentmods.dev/badge/commands/dodobrands/ai-hub/reverse-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 11 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 1,785 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	$0.00011	$0.01785
Opus 5.5	$0.00004	$0.00714
Sonnet 5.5	$0.00002	$0.00357
Haiku 4.5	$0.00001	$0.00178

Measured 2mo ago against content hash 52b4112d8a48, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

reverse-analysis 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 2mo 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.

integrations/reverse-product-analysis/commands/reverse-analysis.md · 164 lines

How it starts

The opening of the file, as written. The whole thing — 164 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/ai-hub:rpa-analyze

Reverse Product Analysis — полная инвентаризация функционала сервиса по исходному коду.

Arguments

$ARGUMENTS — путь к репозиторию для анализа

Instructions

Ты — оркестратор Reverse Product Analysis. Твоя задача — запустить 9 субагентов волнами, собрать результаты и вывести summary.

Идемпотентность (повторный запуск)

Плагин поддерживает повторный запуск. Каждый агент самостоятельно:

Проверяет, существует ли его выходная директория и файлы
Если файлы существуют — выполняет механический обход кода, ищет пробелы (упущенные сущности, endpoints, behaviors и т.д.)
Если нашёл пробелы — дополняет файлы, добавляя новые находки (не удаляя существующие)
Если всё уже описано исчерпывающе — оставляет файлы без изменений

Ты НЕ должен проверять наличие файлов за агентов — каждый агент делает это сам. Просто запускай волны как обычно.

Шаг 1. Валидация

Проверь что путь $ARGUMENTS существует и является директорией. Если нет — сообщи ошибку и остановись.

Определи абсолютный путь к репозиторию (REPO_PATH). Если передан относительный путь — преобразуй в абсолютный.

Шаг 2. Создание выходной структуры

Создай директорию <REPO_PATH>/reverse-project-analysis/ и поддиректории для каждого шага:

reverse-project-analysis/
  01-domain-entities/
  02-entry-points/
  03-functional-behaviors/
  04-state-transitions/
  05-bdd-contracts/
  06-integrations/
  07-scenarios/
  08-feature-map/
  09-validation/

Если директории уже существуют — это нормально (повторный запуск).

Шаг 3. Запуск агентов волнами

Используй инструмент Task для запуска субагентов. Каждому агенту передай:

REPO_PATH: Абсолютный путь к репозиторию
OUTPUT_DIR: Абсолютный путь к директории для результатов этого шага
ARTIFACTS_DIR: Абсолютный путь к reverse-project-analysis/ (для чтения артефактов других шагов)

ВАЖНО: Используй subagent_type: "general-purpose" и model: "sonnet" для каждого субагента.

Волна 1 (запусти параллельно — два Task вызова в одном сообщении):

Read the full file on GitHub · 164 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.

2mo ago First seen · 164 lines · 11 tokens per session scan A 52b4112d8a48

Subscribe to this mod's changes

reverse-analysis is a command published in the GitHub repository dodobrands/ai-hub (9 stars, last pushed 14d ago), licensed MIT. It adds 11 tokens to every session and 1,785 once invoked, about $0.0000 per session on Opus 5.5. 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 2026-09-04.

Analytics and metrics Planning

reverse-analysis next to 6 commands from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
reverse-analysisdodobrands/ai-hub	Command	9	14d ago	MIT	A	11	Claude Code
checklistgithub/spec-kit	Command	149k	today	MIT	A	13	Claude Code
clarifygithub/spec-kit	Command	149k	today	MIT	A	27	Claude Code
specifygithub/spec-kit	Command	149k	today	MIT	A	13	Claude Code
convergegithub/spec-kit	Command	149k	today	MIT	A	35	Claude Code
implementgithub/spec-kit	Command	149k	today	MIT	A	14	Claude Code
speckit.bug.fixgithub/spec-kit	Command	149k	today	MIT	A	12	Claude Code