Agent skill

AI Partner Chat

by eze-is in eze-is/ai-partner-chat

基于用户画像和向量化笔记提供个性化对话。当用户需要个性化交流、上下文感知的回应,或希望 AI 记住并引用其之前的想法和笔记时使用。

No licenceAuto-check passedDatabases

Install AI Partner Chat

skills CLI
$ npx skills add eze-is/ai-partner-chat --skill ai-partner-chat -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install eze-is/ai-partner-chat ai-partner-chat --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ai-partner-chat
GitHub stars
213
Used in
1 other repo
Token cost
~3k tokens
SKILL.md length
958 words
Files
10 (incl. scripts, assets)
Skills in repo
1
Repo updated
First seen
Licence
None found

At a glance

基于用户画像和向量化笔记提供个性化对话。当用户需要个性化交流、上下文感知的回应,或希望 AI 记住并引用其之前的想法和笔记时使用。

  • Works in 3 steps: Initial Setup → Conversation Workflow → Maintenance
  • Databases work in your project
  • SKILL.md covers Overview, Prerequisites, Core Workflow and Technical Details, plus 2 more sections
  • Runs Python scripts from its folder; calls python, python3 and pip

What it does

AI Partner Chat is an agent skill from eze-is/ai-partner-chat. 基于用户画像和向量化笔记提供个性化对话。当用户需要个性化交流、上下文感知的回应,或希望 AI 记住并引用其之前的想法和笔记时使用。

Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and assets (for example `README.md`, `assets/ai-persona-template.md` and `assets/user-persona-template.md`).

It sits in Databases.

When your agent uses it

  • Databases work in your project

Example prompts

  • “/ai-partner-chat”

Requirements

  • Python 3

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Initial Setup
  2. Conversation Workflow
  3. Maintenance

What it can do on your machine

Read from SKILL.md and the folder at commit 1170b66. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 5 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python
    • python3
    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

AI Partner Chat loads about 3k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 958 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~20
When it runs · the whole SKILL.md, loaded when a task matches
~3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 958 words (~2,975 tokens).

“Provide personalized, context-aware conversations by integrating user persona, AI persona, and vectorized personal notes. This skill enables AI to remember and reference the user's previous thoughts, preferences, and knowledge base, creating a more coherent and personalized interaction experience.”

— opening of SKILL.md by eze-is
name
ai-partner-chat

Read the full SKILL.md on GitHub

Files

SKILL.md and 9 other files (scripts, assets) in the repository root of eze-is/ai-partner-chat.

  • SKILL.md
  • .DS_Store
  • README.md
  • assets/ai-persona-template.md
  • assets/user-persona-template.md
  • scripts/.DS_Store
  • scripts/chunk_schema.py
  • scripts/requirements.txt
  • scripts/vector_indexer.py
  • scripts/vector_utils.py

Open the folder on GitHubat commit 1170b66

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in eze-is/ai-partner-chat, which our catalogue first saw on October 7, 2026.

Compare with similar skills

AI Partner Chat next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

AI Partner Chat compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
AI Partner Chat this skilleze-is/ai-partner-chat2131 repos~3kAutomated safety check: PassNone
Keeper Stress AnalysisClickHouse/ClickHouse50k—~4.7kAutomated safety check: PassApache-2.0
Perf ComparisonClickHouse/ClickHouse50k—~3.9kAutomated safety check: NotesApache-2.0
Patch Release CheckClickHouse/ClickHouse50k—~4kAutomated safety check: NotesApache-2.0
Evolving The Data ModelTriliumNext/Trilium38k—~2.1kAutomated safety check: PassAGPL-3.0
Hybrid Cloud Outboxesgetsentry/sentry46k—~4.8kAutomated safety check: PassCustom licence

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Categories

Questions about AI Partner Chat

What does AI Partner Chat do?

基于用户画像和向量化笔记提供个性化对话。当用户需要个性化交流、上下文感知的回应,或希望 AI 记住并引用其之前的想法和笔记时使用。. AI Partner Chat is an agent skill from eze-is/ai-partner-chat.

When should I use AI Partner Chat?

AI Partner Chat fits situations like: databases work in your project.

How do I install AI Partner Chat in Claude Code?

Run `npx skills add eze-is/ai-partner-chat --skill ai-partner-chat -a claude-code`. Or copy the skill folder (the eze-is/ai-partner-chat repository) into .claude/skills/ai-partner-chat in your project. Claude Code loads it when a task matches its description.

How do I install AI Partner Chat in Codex?

Run `npx skills add eze-is/ai-partner-chat --skill ai-partner-chat -a codex`. Or copy the skill folder (the eze-is/ai-partner-chat repository) into .agents/skills/ai-partner-chat in your project. Codex loads it when a task matches its description.

Can I use AI Partner Chat in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add eze-is/ai-partner-chat --skill ai-partner-chat -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-partner-chat, .gemini/skills/ai-partner-chat, .github/skills/ai-partner-chat and .opencode/skills/ai-partner-chat in your project.

What does AI Partner Chat need to run?

Going by SKILL.md and its folder, AI Partner Chat needs Python for the scripts in its folder and the command-line tools its instructions call (python, python3 and pip). Our summary lists: Python 3.

Does AI Partner Chat access the network?

SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is AI Partner Chat safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does AI Partner Chat use?

No licence was found for AI Partner Chat or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does AI Partner Chat use?

About 3k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to AI Partner Chat?

Skills that share tags, products or a category with AI Partner Chat: Keeper Stress Analysis (ClickHouse/ClickHouse, 50k stars), Perf Comparison (ClickHouse/ClickHouse, 50k stars), Patch Release Check (ClickHouse/ClickHouse, 50k stars) and Evolving The Data Model (TriliumNext/Trilium, 38k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AI Partner Chat?

eze-is (a GitHub user) maintains it in eze-is/ai-partner-chat, which has 213 GitHub stars. The repository was last updated on January 15, 2026.

Source: eze-is/ai-partner-chat on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.