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Manage Pragma

Community
pqpo
manage-pragma

Manage Pragma Experts, Teams, Flows, Evaluations, Missions and Automations, and discover their Host resources through authorized pragma manage CLI commands.

Overview

Publisherpqpo
Repositorypragma
Skill namemanage-pragma
Stars
248
Forks
15
Bundled files
19
LicenseAGPL-3.0
Links
Skill sourceRepositoryHomepage
  • 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.

  • 19 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by pqpo on GitHub. Read the source before you install it.

Installation

Install the Manage Pragma AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

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.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/pqpo/pragma/tree/main/packages/built-in-agents/dsl/skills/manage-pragma
  4. 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.
2

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/pqpo/pragma.git /tmp/pragma
mkdir -p .claude/skills
cp -r /tmp/pragma/packages/built-in-agents/dsl/skills/manage-pragma .claude/skills/manage-pragma
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Manage Pragma 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 Manage Pragma 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 Manage Pragma 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.

Manage Pragma

Use pragma manage through the Runtime's process tool. This version requires the current Execution's authorized command channel; loading this Skill does not grant access. If the command or endpoint is missing or revoked, report its diagnostic. Never edit authoritative Pragma storage.

Choose the relevant workflow

Read only the references needed for the user's task:

  • DSL: create or update Experts, ExpertTeams and their dependencies using file drafts.
  • Flow: build or repair graphs through incremental typed draft operations.
  • Evaluation: test an exact committed Flow and save an independent Evaluation.
  • Resources: discover workspaces, home task presets and ready knowledge stores.
  • Missions: create persistent tasks, query work, send follow-ups or interrupt them.
  • Automations: save schedules and Host bindings, enable/disable, delete or reset continuity.

Read Resources before choosing Host bindings for a Mission or Automation. Use pragma manage dsl resources list|read for canonical DSL refs; Host store IDs and home presets are separate identities. Flow and Evaluation are independent transactions. Create tests only when requested. Persistent Missions are separate tasks and do not replace current Execution subagent lifecycle tools.

Command and approval rules

Read the relevant subcommand's --help for current fields. Pass bounded JSON using --input FILE or --input -, with request files in the authorized workspace. Use --format json, bounded pagination, and the exact draft or Project revision returned by the Host.

Shell permission does not approve publication or other managed mutations. Preserve Host approval; input_required returns control to the owning Execution, and the CLI cannot approve for the user. Reuse a stable --request-id UUID only with identical command and input to retrieve its original receipt. After uncertain completion inspect the receipt/state before issuing another mutation. On conflicts reread and explicitly reapply intended changes. Cancellation does not undo publication or accepted work. Explicit recovery preserves data, requires separate approval, and cannot take over a known foreign owner; subsequent publication still requires its own approval.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Manage Pragma AI skill do?

Manage Pragma Experts, Teams, Flows, Evaluations, Missions and Automations, and discover their Host resources through authorized pragma manage CLI commands.

Why use Manage Pragma on TypingMind?

Because you install it once and use it with any model. Manage Pragma 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 Manage Pragma in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/pqpo/pragma/tree/main/packages/built-in-agents/dsl/skills/manage-pragma. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Manage Pragma?

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 Manage Pragma?

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

Is the Manage Pragma AI skill free?

Yes. It is published on GitHub by pqpo under the AGPL-3.0 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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