explaingit

joneslloyd/agent-skills

Analysis updated 2026-05-18

1Audience · pm founderComplexity · 1/5LicenseSetup · easy

TLDR

A Claude Code plugin that adds a counterpart-analysis skill: paste in any conversation or email thread and get a structured breakdown of what each participant actually wants, with evidence labels and competing hypotheses.

Mindmap

mindmap
  root((agent-skills))
    What it does
      Reads conversations
      Infers participant motives
      Ranks hypotheses
    How it works
      Quote-level evidence
      Provenance tagging
      Calibration guardrails
    Tech stack
      SKILL.md format
      Claude Code plugin
      OpenCode compatible
    Use cases
      Negotiation prep
      Email thread analysis
      Meeting debrief
    Audience
      PMs and founders
      Negotiators
      Vibe coders
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Code map

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filefunction / class

What do people build with it?

USE CASE 1

Install the skill in Claude Code and paste in a negotiation email thread to see what each party's real priorities and constraints are.

USE CASE 2

Run counterpart-analysis on a meeting transcript before a follow-up call to spot gaps between what was said and what participants likely want.

USE CASE 3

Use the competing-hypotheses output to prepare calibrated questions that help confirm or rule out your read of someone's position.

What is it built with?

SKILL.mdClaude CodeOpenCode

How does it compare?

joneslloyd/agent-skills195516184-a11y/esp32-mcp-parenting-robota-bissell/unleash-lite
Stars111
LanguagePython
Setup difficultyeasymoderatehard
Complexity1/53/54/5
Audiencepm foundergeneralresearcher

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · easy Time to first run · 5min

Requires Claude Code or a compatible agent with SKILL.md support, install with one command via the plugin marketplace.

MIT license: use, copy, modify, and distribute freely for any purpose, including commercially, as long as you keep the copyright notice.

In plain English

This repository is a collection of skills designed to extend AI coding assistants such as Claude Code. Skills in this context are small, structured instruction sets that tell the AI how to perform a specific task when you invoke a command. The repository also serves as a Claude Code plugin marketplace, meaning you can install its skills directly inside Claude Code with a single command rather than copying files by hand. The first and currently only skill included is called counterpart-analysis. You give it a transcript of a conversation, an email thread, a chat log, or a description of a situation involving other people, and it tries to work out what each person actually wants below the surface. Rather than summarizing what was said, it focuses on underlying interests, incentives, and constraints that may not be stated openly. The skill builds its analysis carefully. Every claim about a person's motives is tied back to a specific quote or observable pattern in the material. Each piece of information is labeled to show whether it came directly from the text, from background you supplied, from the skill's own reasoning, or from an untested assumption. The skill also generates two or three competing explanations for the same behavior, ranks them, and suggests a concrete question or test to figure out which one is correct. It includes guardrails to avoid over-confident readings, especially when the material is thin or the conversation involves cultural or language differences. The skill is designed for understanding situations and preparing for conversations, not for writing manipulation scripts. An explicit ethics boundary is part of the design. Installation works through Claude Code's plugin system, through OpenCode by copying the skill folder, or for claude.ai users by downloading a packaged file and uploading it in a conversation. The repository is MIT licensed, meaning you can use, copy, and modify it freely.

Copy-paste prompts

Prompt 1
Using the counterpart-analysis skill, read this email thread and tell me what each person actually wants, with evidence labels for every claim: [paste thread]
Prompt 2
Run counterpart-analysis on this chat log. Give me 2-3 competing hypotheses for why the client keeps pushing back on pricing, with a discriminating test for each.
Prompt 3
Apply counterpart-analysis to this situation description and flag which of your inferences are assumptions versus observations: [paste description]

Frequently asked questions

What is agent-skills?

A Claude Code plugin that adds a counterpart-analysis skill: paste in any conversation or email thread and get a structured breakdown of what each participant actually wants, with evidence labels and competing hypotheses.

What license does agent-skills use?

MIT license: use, copy, modify, and distribute freely for any purpose, including commercially, as long as you keep the copyright notice.

How hard is agent-skills to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is agent-skills for?

Mainly pm founder.

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