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Benchmark Due Diligence

Adversarially tears down a founder, company or product you envy — separating marketing bubble from real signal, then mapping the validated playbook onto your own resources.

Data & AnalyticsAdvanced1,348215AI score 9/10Last updated: Aug 24, 2026

What it does

Instead of a neutral briefing, this skill assumes the shiny success story is inflated until proven otherwise, and ends with "what this means for ME".

  • Phase 0: Establish the benchmark's real ownership graph and the attribution of the headline stat by evidence — never inferred from shared domains or similar names
  • Phase 1–2: Per-dimension pipeline of a collection agent (objective, every finding carries a source URL and source type) then a verification agent (adversarial, hunting falsifying evidence), grading claims L1–L4 with verdicts from confirmed to debunked-bubble
  • Phase 3: Bubble-busting table sorted most-water-first, plus an attribution breakdown giving % ranges for product vs market timing vs personal-IP marketing vs operations, explicitly separating replicable method from luck
  • Phase 4: Resource-mapping table of playbook elements × your real assets, tagged ✅ borrowable / ⚠️ not replicable / 🔄 already doing / 🚫 bubble-don't-copy, plus an action list and open questions
  • Privacy discipline: your private context (client names, strategy) is injected only into the final mapping agent, never into agents that run web searches

Who it's for

  • Founders and strategists who need a rigorous teardown of a competitor or role model
  • Investors and BD folks verifying claims like "#1 on Product Hunt", "0 to 1M users", or funding/valuation numbers
  • Marketers and solo builders deciding whether a role model's growth playbook is actually reproducible

Examples

  1. "This founder claims they took the product from 0 to 1M users — is that real?" → the trophy stat becomes the #1 verification target, checking whether they were the founder or the departed growth lead
  2. "I want to copy a competitor SaaS's growth playbook" → platform matrix, persona and audience-borrowing tactics are decomposed and mapped against resources you actually control
  3. "Their announced funding and valuation smell inflated" → cross-checks registry/funding data (via the qcc skills for mainland China) against independent third-party sources and returns a bubble-busting table

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/daymade/claude-code-skills/HEAD/benchmark-due-diligence/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

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 benchmark-due-diligence folder from the GitHub repo daymade/claude-code-skills into my ~/.claude/skills/benchmark-due-diligence/.
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 && mkdir -p ~/.claude/skills && cp -r claude-code-skills/benchmark-due-diligence ~/.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 directory: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r claude-code-skills/benchmark-due-diligence ~/.claude/skills/
  5. Confirm the four documents inside references/ came along with it.
  6. (Recommended) Install the companion skills deep-research, osint-investigate and the qcc family the same way so the integrations work.
  7. Restart Claude Code and try: "Do due diligence on company X — I think their numbers are inflated."
  8. Note that it fans out many parallel agents and burns tokens; start with 2–3 dimensions for a quick read before running a deep audit.