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AI Feature Orchestrator: Skills (1/6), Fixes AB#3534741#392

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shahzaibj merged 4 commits intomasterfrom
shahzaibj/orchestrator-skills
Mar 12, 2026
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AI Feature Orchestrator: Skills (1/6), Fixes AB#3534741#392
shahzaibj merged 4 commits intomasterfrom
shahzaibj/orchestrator-skills

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@shahzaibj shahzaibj commented Mar 5, 2026

AI-Driven Feature Development - Part 1: Skills

Adds the foundational skill definitions that power the AI feature orchestrator pipeline.

What's included

Skill Purpose
design-author Creates detailed design specs following the team's template
design-reviewer Reads and addresses inline review comments on design specs
feature-planner Decomposes approved designs into repo-targeted PBIs
pbi-creator Creates work items in Azure DevOps with proper metadata
pbi-dispatcher Dispatches PBIs to GitHub Copilot coding agent

Also includes:

  • PBI description quality guide with good/bad examples
  • Dispatch workflow reference

Merge order

PR 1 of 6. Merge first other PRs reference these skills.

  1. ** Skills** (this PR)
  2. Agents (AI Feature Orchestrator: Custom Agents (2/6), Fixes AB#3534742 #396)
  3. Hooks & State (AI Feature Orchestrator: Hooks & State Management (3/6), Fixes AB#3534743 #397)
  4. Prompts & Config (AI Feature Orchestrator: Prompt Files & Config (4/6), Fixes AB#3534744 #398)
  5. Extension (AI Feature Orchestrator: VS Code Extension (5/6), Fixes AB#3534746 #394)
  6. Docs & Setup (AI Feature Orchestrator: Documentation & Setup (6/6), Fixes AB#3534747 #395)

Fixes AB#3534741

@shahzaibj shahzaibj requested a review from a team as a code owner March 5, 2026 21:19
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❌ Work item link check failed. Description does not contain AB#{ID}.

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@shahzaibj shahzaibj mentioned this pull request Mar 5, 2026
@shahzaibj shahzaibj changed the title AI Feature Orchestrator: Skills (1/4) AI Feature Orchestrator: Skills (1/6) Mar 5, 2026
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github-actions bot commented Mar 5, 2026

✅ Work item link check complete. Description contains link AB#3534741 to an Azure Boards work item.

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github-actions bot commented Mar 5, 2026

✅ Work item link check complete. Description contains link AB#3534741 to an Azure Boards work item.

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github-actions bot commented Mar 5, 2026

❌ Work item link check failed. Description contains AB#3534741 but the Bot could not link it to an Azure Boards work item.

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@shahzaibj shahzaibj changed the title AI Feature Orchestrator: Skills (1/6) AI Feature Orchestrator: Skills (1/6), Fixes AB#3534741 Mar 10, 2026
@shahzaibj shahzaibj merged commit 4f6b0c1 into master Mar 12, 2026
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shahzaibj added a commit that referenced this pull request Mar 12, 2026
## Part 2: Custom Agents

Adds 6 custom agents that power the feature orchestration pipeline.

| Agent | Purpose |
|-------|---------|
| **feature-orchestrator** | Conductor coordinates Design Plan Backlog
Dispatch Monitor |
| **codebase-researcher** | Deep exploration with call chain tracing,
invariant discovery |
| **design-writer** | Design specs with agent implementation notes, open
questions |
| **feature-planner** | Quality-driven PBI decomposition |
| **pbi-creator** | ADO work item creation with batched askQuestion |
| **agent-dispatcher** | Dispatches PBIs to Copilot coding agent |

Also updates `copilot-instructions.md` with pipeline documentation and
`.gitconfig` for design-docs clone.

**PR 2 of 6. Merge after Skills (#392).**

Fixes
[AB#3534742](https://identitydivision.visualstudio.com/fac9d424-53d2-45c0-91b5-ef6ba7a6bf26/_workitems/edit/3534742)
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