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02 Backlog

Organization
ai-driven-dev
02-backlog

Orchestrates a product backlog end to end. Use when the user wants to ask what it holds, or to run intake, triage, refinement, review, lifecycle events, ordering, health checks, or repair. Not for one known artifact step.

Overview

Publisherai-driven-dev
Repositoryframework
Skill name02-backlog
Stars
515
Forks
54
Bundled files
14
LicenseMIT
Links
  • 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.

  • 14 bundled files

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

  • Open source

    Published by ai-driven-dev on GitHub. Read the source before you install it.

Installation

Install the 02 Backlog 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/ai-driven-dev/framework/tree/main/plugins/aidd-orchestrator/skills/02-backlog
  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/ai-driven-dev/framework.git /tmp/framework
mkdir -p .claude/skills
cp -r /tmp/framework/plugins/aidd-orchestrator/skills/02-backlog .claude/skills/02-backlog
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable 02 Backlog 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 02 Backlog 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 02 Backlog 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.

Backlog

Actions

Run the flow above. Read only the next action file.

ActionDoes
inspectresolve the scope, event, and authority
triageclassify intake and detect existing work
reviewfind actionable backlog health improvements
routedelegate proposed artifact changes
assesschallenge refinement from three viewpoints
decidereconcile proposals and confirm authority
applydelegate authorized writes
verifyprove the resulting graph is coherent

Transversal rules

  • Keep product, lifecycle, and backlog decisions with the user.
  • Delegate artifact work to its owning capability, resolved by purpose and verified as installed before delegating.
  • Store each relation once, in its owning artifact.
  • Ask natural questions; never expose internal routes, checks, or unchanged state.
  • Change only authorized artifacts and fields.

Say when this orchestration is over

Once the flow has reached done — an answer given, no change needed, or verify reporting a coherent graph, and only then, run:

shell
echo "aidd:step-end aidd-orchestrator:02-backlog"

No host reports when an orchestration finished. A skill call's own result comes back in a tenth of a second, which is the dispatch and not the completion, so a measurement that never hears this ends the run at the next pause — and an orchestration is mostly pauses. Everything it drove afterwards then reads as work that belonged to nothing.

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 02 Backlog AI skill do?

Orchestrates a product backlog end to end. Use when the user wants to ask what it holds, or to run intake, triage, refinement, review, lifecycle events, ordering, health checks, or repair. Not for one known artifact step.

Why use 02 Backlog on TypingMind?

Because you install it once and use it with any model. 02 Backlog 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 02 Backlog in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-orchestrator/skills/02-backlog. 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 02 Backlog?

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 02 Backlog?

As many as you like. As long as a model supports skills, you can use 02 Backlog with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the 02 Backlog AI skill free?

Yes. It is published on GitHub by ai-driven-dev 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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