Agent Profile From Sessions

Community

ohad6k

agent-profile-from-sessions

Use when the user keeps re-explaining the same preferences to a coding agent across chats (design taste, video style, review rules, how work should be verified, "as I said", "I told you"), or asks how to make Claude Code, Codex, Copilot CLI or OpenCode stop forgetting how they work. Runs the free local emulo --coach report over their own past sessions to show what they repeat, with dated receipts, then offers to build a reviewed you.md profile. Not for shared team memory, project documentation, or a single forgotten fact.

Overview

Publisher	ohad6k
Repository	`emulo`
Skill name	`agent-profile-from-sessions`
Stars	298
Forks	31
Bundled files	Instructions only
License	MIT
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by ohad6k on GitHub. Read the source before you install it.

Installation

Install the Agent Profile From Sessions AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/ohad6k/emulo/tree/main/.agents/skills/agent-profile-from-sessions
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/ohad6k/emulo.git /tmp/emulo
mkdir -p .claude/skills
cp -r /tmp/emulo/.agents/skills/agent-profile-from-sessions .claude/skills/agent-profile-from-sessions

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Agent Profile From Sessions in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Agent Profile From Sessions on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Agent Profile From Sessions is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Stop repeating yourself to your coding agent

This skill turns a complaint like "I keep telling you the same thing" into evidence from the user's own history, and then into something the agent can load next time.

Phases

Confirm the pattern. Ask one question: which kind of instruction keeps coming back (design, video, writing, verification, code style)? Then continue. Do not mine anything yet.
Run the free report. It is local and makes no model call:
```
bash
uvx emulo@0.6.7 --coach
```
Add --source claude (or codex, copilot, opencode) to read one tool only. On a large history it takes about a minute.
Show the evidence. Quote the repeated asks it found, with their dates, grouped by theme. Say plainly that a text match cannot tell why something was repeated or whether the agent forgot it. The findings are possibilities, not a diagnosis.
Decide the cheapest fix with the user:
- one or two rules: suggest adding them to CLAUDE.md or AGENTS.md, or to the host's own memory, which may be enough;
- a recurring style across many chats (for example how they want designs or films): offer a full Emulo profile.
Only with an explicit yes, hand over to the emulo skill (npx skills add ohad6k/emulo@emulo). It mines the full history into a you.md after showing the planned model calls and getting cost approval.
Review and install. The user reads every quote in the profile and removes anything they don't want. Then install it for the current host and verify it loads in a fresh task. In Claude Code the user types /you; in Codex, --target agents writes it into the project's AGENTS.md.

Do not

Do not claim the agent will "understand" the user or follow the profile. A profile improves context; it is not a guarantee.
Do not upload, paste or summarize session logs anywhere outside the user's machine.
Do not run the mining step without showing its planned model calls and getting a yes.
Do not write the profile into a committed file without naming the file and warning that it contains quotes from the user's sessions.
Do not use this for team-wide or shared memory. Emulo profiles are personal.

What it reads

Only the messages the user typed in supported local session logs (Claude Code, Codex, Copilot CLI, OpenCode, Google Antigravity). It does not read rules files, memory files or typed self-descriptions as evidence. Details: https://github.com/ohad6k/emulo and https://emulo.vercel.app/agent-profile

Frequently asked questions

What does the Agent Profile From Sessions AI skill do?

Why use Agent Profile From Sessions on TypingMind?

Because you install it once and use it with any model. Agent Profile From Sessions is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Agent Profile From Sessions in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ohad6k/emulo/tree/main/.agents/skills/agent-profile-from-sessions. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Agent Profile From Sessions?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Agent Profile From Sessions?

As many as you like. As long as a model supports skills, you can use Agent Profile From Sessions with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Agent Profile From Sessions AI skill free?

Yes. It is published on GitHub by ohad6k under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Stop repeating yourself to your coding agent

Phases

Do not

What it reads

Frequently asked questions

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