TechWolf AI-First Toolkit plugin
Eight plugins with ready skills: an AI-first project audit, a knowledge base with quotes and session handoff notes
- 139 ★ on the repository
- Last commit
- MIT
Extended access
Why this level
- The analysis plugins read your session history on disk, and the re-engineer mode of ai-firstify changes project files.
Install
- Works in
Manual install
claude plugin marketplace add techwolf-ai/ai-first-toolkitThen `claude plugin install ai-firstify@techwolf-ai-first` and the other plugins from the list.
Access and checks
How we reviewExtended accessThe tool runs code or makes network calls and only reads external data.
- The analysis plugins read your session history on disk, and the re-engineer mode of ai-firstify changes project files.
This is third-party code. Review the repository files before installing.
What it does
The toolkit gathers eight Claude Code plugins in one marketplace, and the `install.sh` installer carries them into Codex and Google Antigravity. The most visible plugin, `ai-firstify`, audits, re-engineers or bootstraps a project against nine AI-first principles. The others cover neighboring jobs: a text pipeline for LinkedIn and blogs, help for managers in meetings and 1:1s, token-spend analysis, search of past sessions and building an MCP server with a plugin. The `knowledge-base` plugin builds a knowledge base where every answer is backed by a literal quote from your files. It imports Markdown and PDF documents, refreshes sources and searches by title, tag and text. The `session-tools` plugin writes a `HANDOFF.md` note so a new session continues without retelling the dialogue, and turns a task into a ready `/goal` command. Each plugin installs with its own command, for example `claude plugin install ai-firstify@techwolf-ai-first`. The skills follow the agentskills.io specification, so the same folders with `SKILL.md` work on three platforms. Plugins that analyze history read sessions from disk and switch off on Antigravity with a clear message.
Who it is for. Teams moving their workflows and codebase to AI-first who want ready skills instead of writing their own from scratch.
Good fit when
- A project is inherited and has to be assessed against the AI-first principles with a report across seven dimensions.
- Answers about internal company rules must come with quotes from files.
- A long session is ending, and the next one picks the work up from a `HANDOFF.md` note.
- You need to understand where tokens go: long marathons, sub-agent fan-outs, cache rebuilds.
- A team builds its own MCP server and wants to package it as a plugin for a shared marketplace.
Not a fit when
- One narrow skill is enough: the toolkit installs as whole plugins.
- The Antigravity platform: session-history analysis switches off there because the IDE stores conversations encrypted.
- Part of the set, for example the plugin with TechWolf logos, has nothing to do with your project.
- The team is not ready to expose session history even to a local analyzer.
Example request
Audit this project with ai-firstify, show the score for each dimension and suggest what to rework first.Limitations
The toolkit is built for Claude Code and reaches Codex and Antigravity through `./install.sh`. The `token-doctor`, `task-profile` and `session-search` skills read session history from disk and work on Claude Code and Codex, but not on Antigravity. For Codex, token cost is computed at OpenAI rates. Some plugins need interactive setup: `people-management` runs through ten phases and `content-studio` learns your writing style. The `techwolf-brand-kit` plugin carries TechWolf logos.
How to disable. In Claude Code run `claude plugin uninstall` for the plugin, in Codex and Antigravity run `./install.sh uninstall <plugin>`. Knowledge bases and text repositories created by the plugins stay in your folders.
FAQ
How do I install the TechWolf AI-First Toolkit in Claude Code?
Add the marketplace with `claude plugin marketplace add techwolf-ai/ai-first-toolkit`, then install the plugins you need, for example `claude plugin install ai-firstify@techwolf-ai-first`.
Can the toolkit be installed in Codex?
Yes, the skills follow the agentskills.io specification. Run `./install.sh` for all plugins or `./install.sh ai-firstify` for one. The installer puts the skills into `~/.codex/skills/`.
What does ai-firstify do?
The skill works in three modes. Audit scores a project across seven dimensions and returns a report, re-engineer rebuilds the project around AI-first principles and bootstrap asks questions to set up a new one.
How do I install it in Antigravity?
Run `./install.sh install --ide antigravity`. For one plugin add its name, for example `./install.sh install ai-firstify --ide antigravity`. Session analysis plugins switch off there.
What does the session-tools plugin do?
It finds past sessions by title, folder and text, writes `HANDOFF.md` to continue work and turns a task into a `/goal` command with a measurable end state. Search works on Claude Code and Codex.
Discussion
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README in short
The document opens with a table of the eight plugins and install commands, then describes each one and gives instructions for Claude Code, Codex and Antigravity. It ends with the repository layout: marketplace manifests, the `plugins/` folder and the installer.