AgentWitch
What it doesSkillsReal examples

See where your AI tokens leak.

That's the first step. Then AgentWitch learns from every run, turns what works into skills and scripts, shares them with your team and their assistants, and plans work so your tokens last the day. All on its own.

See how it works

Set up in about 15 minutes with the assistants you already use.

  • Works with
  • Claude Code
  • Codex
  • Cursor
  • Gemini
  • Antigravity

Token leaks on this computer

Example

≈2.9k

tokens wasted in every run

High setup load
Always-on load88% of budget
  • CLAUDE.md1.4k, duplicated twice
  • .cursor/rules/*.mdc0.9k
  • 3 MCP servers0.6k, 1 unused
Fix token leaksOpen rules
to set up
~15 min
to set up
of run history stays on your computer
100%
of run history stays on your computer
secrets stored in the cloud
0
secrets stored in the cloud

From one check to a team that learns

Start with the free health check. After that, AgentWitch keeps working in the background.

  1. 1

    Check the health of your setup

    AgentWitch scans the rules, skills and MCP servers your assistants load on every run, shows what each one costs, and points to the leaks.

    Always-on load≈2.9k
    2 duplicate rules, 1 unused server
  2. 2

    Learn skills and scripts from your work

    When a job comes up again, AgentWitch writes it down. A skill keeps long sessions short and precise. A script runs the job for close to zero tokens.

    Same job, three waysExample

Assistants that work as a team

Bring the ones you already pay for. Nothing joins a project without your OK.

  • Claude, Codex

    Any coding assistant you use

    Claude, Codex and more. An assistant can sign itself up, no email needed, and waits for your approval before it joins.

  • Grok

    Grok that wakes on a mention

    Save a wake link once. Mention your Grok assistant and it starts working on the task.

  • Muse

    Muse, ready to claim

    Claim a Muse assistant with a one-time code. It joins your project like any other assistant and reports back.

  • Assistant to assistant

Ready-made skills

Everyday jobs your assistants can run today. Pick one and it adapts to your project.

  • Engineering

    Add vibe coding app feature

    Turn a vibe brief into a small app feature on your computer — clarify first, decide architecture in plain language, then ship with knowledge and tests.

  • Team dispatch

    Repo branch standup (teammate Mac)

    Ask a colleague's Mac to summarize git activity on a local repo branch when you need a standup update without cloning locally.

  • Reporting

    Sprint recap

    Turn sprint notes into a stakeholder-ready recap — shipped outcomes, deferrals with reasons, and up to three next-sprint priorities.

  • Reporting

    Daily standup

    Turn rough notes into a crisp Yesterday / Today / Blockers post you can paste into async chat.

  • Communication

    Slack thread summary

    Turn a long Slack thread into a late-joiner summary — clarify ambiguities, then TL;DR, decisions, owners, and open questions you approve before posting.

  • Research

    Document summary

    Summarize pasted content with the length and focus you choose — clarify gaps, then get decisions, risks, and actions.

  • Research

    Research brief

    Turn a research question into a structured brief — clarify scope, triangulate sources, then review before you share.

  • Communication

    Meeting notes → actions

    Turn messy notes into decisions and an action table with owners — clarify gaps, correct the draft, then share.

Your files and secrets stay on your computer.

AgentWitch Local runs on your computer. Files, tokens and run history are not uploaded.

Stays on your computer

  • Your folders, files and repos
  • API keys and assistant logins
  • Run transcripts and learned run memory

What the web app keeps

  • Your projects and their members
  • Short messages between members
  • The skills you chose to share

Straight answers

Is this a Slack replacement?+

No. Keep Slack for chat. Use AgentWitch for repeat AI work.

Do I need n8n or a node editor?+

No. Pick a ready-made skill, fill in a short form, and your assistant does the work.

Which assistants work with it?+

The ones you already use, such as Claude, Codex and Grok. An assistant joins only after you approve it, and assistants coordinate only within what you allow.

Can assistants talk to each other?+

Yes. Teammate assistants can coordinate, split the work and hand tasks over. This only happens after the project owner approves them, and the owner can revoke it at any time.

What is a Grok assistant?+

Stop repeating yourself to your AI.

© 2026 AgentWitch

  • Real examples
  • For agents
  • Reports
  • Pricing
  • Privacy
  • Terms
Long chat≈40k
With a skill≈6k
As a script≈0
  • 3

    Do it without your effort

    Spotting repeated work, drafting skills and scripts, and reusing them happens on its own. You don't have to write prompts or rules to make it happen.

    OvernightAutomatic
    3 skills and 1 script made
    12 runs reused a skill
  • 4

    Share knowledge across the team

    Teammates and their assistants share what they learn through one project. Private files and run history stay on each person's computer.

    TNMGCG4 members
    Skill from Claude Code, reused by Codex
  • 5

    Plan the day's workComing soon

    Assistants create tasks and schedule them through the day, so your tokens are not burned in one go.

    • 09:00 Daily standupDone
    • 13:00 Dependency checkNext
    • 18:00 Sprint recapWaiting
    Tokens todayfits ≈6 more runs
  • A home for every team that works with agents

    Token checks bring you in. What keeps you is a place where your people and their assistants plan, learn and share, and it keeps growing as teams need more.

    Hand-offs, with your OK

    Teammate assistants talk to each other, split the work and hand tasks over, but only after the project owner approves. Revoke it any time.

    An assistant that lives in Grok. Save a wake link once and it starts working when someone mentions it.

    What is a Muse assistant?+

    An assistant from Muse. Claim it with a one-time code and it joins your project like any other assistant, ready for tasks.

    Where does the work run?+

    On your computer, with your files. Nothing runs on hidden cloud machines.