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Product Analysis (Multi-Agent Audit)

Runs parallel AI agents to audit your product's UX, API, architecture and docs, then synthesizes a prioritized optimization report.

Dev & CodingAdvanced★ 1,323⑂ 212AI score 7/10Last updated: Aug 8, 2026

What it does

It splits one audit task into several perspectives and launches 3–5 background Claude Code Explore agents in parallel. If Codex CLI is installed it is auto-detected and used for cross-model analysis; if not, the skill silently proceeds with Claude agents only.

Dimensions covered: ①frontend navigation & information density ②new-user journey and empty states ③backend API surface, error handling, auth ④module dependency graph and duplication ⑤README/config vs. actual implementation. Findings are cross-validated (agreement = high confidence, disagreement = dig deeper), quantified into a metrics table, and delivered as a P0 (blocks launch) / P1 / P2 report.

Scopes: full | ux | api | arch | compare. The compare scope delegates to the competitors-analysis skill for competitive benchmarking.

Who it's for

  • Solo devs and small teams doing a pre-launch self-review
  • Maintainers of web apps that have accumulated too many overlapping entry points
  • Leads who need hard numbers on tech debt (dead endpoints, circular deps)

Example uses

  1. product-analysis ux — count first-screen interactive elements, list features reachable from 2+ places, and judge whether a new user can finish their first action in 3 minutes.
  2. product-analysis api — get every endpoint with no frontend consumer plus inconsistent error shapes, cited by file:line.
  3. product-analysis compare RivalA https://... — put your self-audit next to a competitor repo analysis to see where you stand.

· · · Install guide · · ·

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the product-analysis folder from the GitHub repo daymade/claude-code-skills into my ~/.claude/skills/product-analysis/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/daymade/claude-code-skills.git /tmp/ccs && mkdir -p ~/.claude/skills && cp -r /tmp/ccs/product-analysis ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repo: git clone https://github.com/daymade/claude-code-skills.git
  3. Create the skills folder: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r claude-code-skills/product-analysis ~/.claude/skills/
  5. (Optional) For the compare scope also run cp -r claude-code-skills/competitors-analysis ~/.claude/skills/.
  6. (Optional) Install Codex CLI for cross-model analysis; without it the skill just uses Claude agents.
  7. Open Claude Code inside the project you want audited and ask for a "product audit" or run product-analysis full.
  8. Note: the skill invokes Codex with approval-bypass flags, so try it on a copy of the repo before running it on sensitive codebases.
View source on GitHub ↗License: MIT