Team Agent Orchestration
affaan-m/ECC
Run team-based orchestration for agent squads: work items with owners and scope, agent Kanban state, branch isolation, control pane visibility, and merge gates.
Orchestrates a product backlog end to end. An agent skill from ai-driven-dev/framework.
$ npx skills add ai-driven-dev/framework --skill 02-backlog -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ai-driven-dev/framework 02-backlog --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/aidd-orchestrator/skills/02-backlog .claude/skills/02-backlog && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "02-backlog" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-orchestrator/skills/02-backlog into .claude/skills/02-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-backlog", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-orchestrator/skills/02-backlogType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ai-driven-dev/framework --skill 02-backlog -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ai-driven-dev/framework 02-backlog --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/aidd-orchestrator/skills/02-backlog .agents/skills/02-backlog && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "02-backlog" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-orchestrator/skills/02-backlog into .agents/skills/02-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-backlog", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ai-driven-dev/framework --skill 02-backlog -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ai-driven-dev/framework 02-backlog --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/aidd-orchestrator/skills/02-backlog .cursor/skills/02-backlog && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "02-backlog" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-orchestrator/skills/02-backlog into .cursor/skills/02-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-backlog", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ai-driven-dev/framework.git --path plugins/aidd-orchestrator/skills/02-backlog--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ai-driven-dev/framework --skill 02-backlog -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ai-driven-dev/framework 02-backlog --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/aidd-orchestrator/skills/02-backlog .gemini/skills/02-backlog && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "02-backlog" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-orchestrator/skills/02-backlog into .gemini/skills/02-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-backlog", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ai-driven-dev/framework 02-backlogInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ai-driven-dev/framework --skill 02-backlog -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/aidd-orchestrator/skills/02-backlog .github/skills/02-backlog && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "02-backlog" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-orchestrator/skills/02-backlog into .github/skills/02-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-backlog", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ai-driven-dev/framework --skill 02-backlog -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ai-driven-dev/framework 02-backlog --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/aidd-orchestrator/skills/02-backlog .opencode/skills/02-backlog && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "02-backlog" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-orchestrator/skills/02-backlog into .opencode/skills/02-backlog/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "02-backlog", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
02-backlogOrchestrates a product backlog end to end. An agent skill from ai-driven-dev/framework.
02 Backlog is an agent skill from ai-driven-dev/framework. 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.
Its SKILL.md is about 610 tokens, which your agent loads only when the skill is triggered. The skill folder holds 16 other files, including reference files (for example `actions/01-inspect.md`, `actions/02-triage.md` and `actions/03-review.md`).
The repository describes itself as: Marketplace Framework AI-Driven Dev : Context Engineering, Plugins, Agents, Skills, Hooks, Templates, SDLC. The licence is MIT.
Read from SKILL.md and the folder at commit 6e30640. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are mermaid and bash).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
02 Backlog loads about 613 tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 58 tokens; SKILL.md has 202 words of instructions outside code blocks.
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.
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); files beside SKILL.md are not scanned.
The full file from ai-driven-dev/framework at commit 6e30640, republished under its MIT licence (© ai-driven-dev). 202 words, ~613 tokens.
.claude/skills/02-backlog/SKILL.md (or your agent's skills folder). This skill also uses 14 other files; get the full folder from GitHub.flowchart LR
intent([ask, create, manage, review, or refine]) --> inspect
inspect -->|"ask"| answer([answer from the read model])
inspect -->|"create"| triage --> route
inspect -->|"manage"| route
inspect -->|"refine"| assess
inspect -->|"review"| review
route --> decide
assess --> decide
review --> decide
decide -->|"revise"| route
decide -->|"no change"| done
decide -->|"authorize"| apply --> verify
verify -->|"invalid"| route
verify -->|"coherent"| done([backlog])Run the flow above. Read only the next action file.
| Action | Does |
|---|---|
| inspect | resolve the scope, event, and authority |
| triage | classify intake and detect existing work |
| review | find actionable backlog health improvements |
| route | delegate proposed artifact changes |
| assess | challenge refinement from three viewpoints |
| decide | reconcile proposals and confirm authority |
| apply | delegate authorized writes |
| verify | prove the resulting graph is coherent |
Once the flow has reached done — an answer given, no change needed, or verify reporting a coherent graph, and only then, run:
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.
© ai-driven-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 14 other files (references) in plugins/aidd-orchestrator/skills/02-backlog of ai-driven-dev/framework.
Open the folder on GitHubat commit 6e30640
02 Backlog 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| 02 Backlog this skillai-driven-dev/framework | 510 | — | ~613 | Automated safety check: Pass | MIT | |
| Team Agent Orchestrationaffaan-m/ECC | 274k | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Orca Orchestrationstablyai/orca | 87k | — | ~916 | Automated safety check: Pass | MIT | |
| Agent Orchestrator Taskruvnet/ruflo | 74k | 3 repos | ~1k | Automated safety check: Pass | MIT | |
| Plan Orchestrateaffaan-m/ECC | 274k | 1 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Orchestratesickn33/agentic-awesome-skills | 47k | 1 repos | ~692 | Automated safety check: Pass | MIT |
affaan-m/ECC
Run team-based orchestration for agent squads: work items with owners and scope, agent Kanban state, branch isolation, control pane visibility, and merge gates.
stablyai/orca
Coordinate supervised Orca workers: threaded messages, blocking ask/reply, task dispatch, worker_done/escalation waits, task DAGs, decision gates, coordinator…
ruvnet/ruflo
Agent skill for orchestrator-task - invoke with $agent-orchestrator-task
affaan-m/ECC
Read a plan document, decompose it into steps, design a per-step agent chain from the ECC catalogue, and emit ready-to-paste /orchestrate custom prompts.
sickn33/agentic-awesome-skills
Coordinate focused subagents on substantial work, keep their ownership non-overlapping, and integrate verified results.
ruvnet/ruflo
Coordinates a hierarchical swarm of specialized agents through the claude-flow CLI for work that spans several files or modules at once.
ai-driven-dev/framework
Drive the async-dev pipeline from one entry point, whether setup, run, or review.
ai-driven-dev/framework
Turn a request, ticket, or file into a phased implementation plan.
ai-driven-dev/framework
Autonomously orchestrates a request from framing to a draft pull request, isolating implementation, independent review, and final outcome challenge.
ai-driven-dev/framework
Guide a project's journey through AIDD, from first setup to shipping a feature.
ai-driven-dev/framework
Validate a reviewed candidate's observable behavior against its acceptance criteria and record short named videos as reviewer evidence.
ai-driven-dev/framework
Clarify a vague product or technical intent through natural discovery.
Orchestrates a product backlog end to end. An agent skill from ai-driven-dev/framework. 02 Backlog is an agent skill from ai-driven-dev/framework. Orchestrates a product backlog end to end.
02 Backlog fits situations like: the user wants to ask what it holds; lifecycle events.
Run `npx skills add ai-driven-dev/framework --skill 02-backlog -a claude-code`. Or copy the skill folder (plugins/aidd-orchestrator/skills/02-backlog in ai-driven-dev/framework) into .claude/skills/02-backlog in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ai-driven-dev/framework --skill 02-backlog -a codex`. Or copy the skill folder (plugins/aidd-orchestrator/skills/02-backlog in ai-driven-dev/framework) into .agents/skills/02-backlog in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ai-driven-dev/framework --skill 02-backlog -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/02-backlog, .gemini/skills/02-backlog, .github/skills/02-backlog and .opencode/skills/02-backlog in your project.
SKILL.md names no scripts, command-line tools or credentials: 02 Backlog is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
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. Review the folder before installing.
02 Backlog is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 613 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with 02 Backlog: Team Agent Orchestration (affaan-m/ECC, 274k stars), Orca Orchestration (stablyai/orca, 87k stars), Agent Orchestrator Task (ruvnet/ruflo, 74k stars) and Plan Orchestrate (affaan-m/ECC, 274k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ai-driven-dev (a GitHub organization) maintains it in ai-driven-dev/framework, which has 510 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 7, 2026.
Source: ai-driven-dev/framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.