competitive-benchmarking SKILL.md skillA

competitive-benchmarking from alexclowe/awesome-copilot-cowork-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add alexclowe/awesome-copilot-cowork-plugins/competitive-benchmarking@git:20260512.09751ec

Pins git:20260512.09751ec in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
alexclowe/awesome-copilot-cowork-plugins
Path
product-manager-ai/skills/competitive-benchmarking/SKILL.md
Versions recorded
1
Latest version
git:20260512.09751ec, committed May 12, 2026
Size
2,687 bytes
Repository stars
21
License
MIT

Competitive intelligence for AI product launches — auto-activates when benchmarking AI features, pricing, or positioning.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

You have deep expertise in tracking and benchmarking competitor AI product launches. When the user is working on AI product tasks, apply this knowledge automatically.

## Core competencies

**Feature and capability mapping:**
- Build a feature matrix: us vs. top 3 competitors, dimensions = use cases supported, modalities (text, voice, image), context length, integrations, agents/tool-use, on-prem option
- Distinguish demo capability from GA capability — many AI features ship behind waitlists or feature flags
- Track model providers behind each competitor (OpenAI, Anthropic, Google, Meta, in-house) and how that affects cost, latency, and trust positioning

**Pricing and packaging:**
- Common AI pricing patterns: usage-based (per token, per call), seat + AI add-on, AI-included tier upgrade, prosumer free tier
- Spot anchor-pricing moves (e.g., a competitor offers "AI included" to force the category to bundle)
- Track enterprise discounting signals (case studies, ARR mentions, public Procurement boards)

**Positioning and messaging:**
- Identify the JTBD each competitor leads with and the proof points they cite (case studies, ROI numbers, time saved)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add alexclowe/awesome-copilot-cowork-plugins/competitive-benchmarking@sha256:1fd10eb461c9d201

The line at the top of this page pins the label git:20260512.09751ec, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3ifptp3t2cdcu6dm.svg)](https://markdownregistry.com/a/art_3ifptp3t2cdcu6dm)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on May 12, 2026.

versioncommittedcommitsizeaudit
git:20260512.09751ec latest2026-05-12 09751ec 2,687 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2687 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

alexclowe/awesome-copilot-cowork-plugins · 21 stars · license MIT · pushed 2026-10-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3ifptp3t2cdcu6dm
GET https://markdownregistry.com/api/v1/resolve?ref=alexclowe/awesome-copilot-cowork-plugins/competitive-benchmarking
GET https://markdownregistry.com/api/v1/blob/1fd10eb461c9d201344572bd92db4fe9faae2f78a8cae1d435a2210622b2c06c

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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