Simplify AI Team Orchestration workflow 🤖

[denis-a-evdokimov]

Summary

This is a clean, scope-reduced replacement for #2279.

• let the three AI Team agents inherit enabled built-in, MCP, and extension tools
• leave model selection to the developer
• keep the stable Producer, Dev, and optional QA roles
• make the default workflow lightweight and proportional to risk
• simplify the project brief, work plan, brainstorm, and anti-pattern guidance
• remove the formal delivery protocol from the default plugin experience

Default workflow:

Plan -> Implement -> Test -> optional review or QA -> Merge -> update project state

Canonical source

• Repository: https://github.com/denis-a-evdokimov/ai-team-orchestration
• Canonical PRs: Restore lightweight agent workflow denis-a-evdokimov/ai-team-orchestration#12 and Make recovery context conditional denis-a-evdokimov/ai-team-orchestration#13
• Exported source commit: 9c5fb6d171ea5c2c370a1216244b5bee0de4c229
• Canonical merge commit: c747b59190b1e58ec6c5242b47dd0402c9699f4b
• Plugin version: 2.0.0

Validation

• canonical npm run validate
• canonical npm test (37 passed, 1 Windows symlink test skipped)
• Awesome npm run skill:validate
• Awesome npm run plugin:validate
• Awesome npm run build
• bash eng/fix-line-endings.sh
• post-build skill and plugin validation
• canonical export alignment check
• bounded product/usability review: PASS
• bounded exporter/integration review: PASS
• final downstream diff review: PASS

[github-actions]

🔒 PR Risk Scan Results

Scanned 14 changed file(s).

Severity	Count
🔴 High	0
🟠 Medium	1
ℹ️ Info	0

Severity	Rule	File	Line	Match
🟠	package-exec-command	docs/README.skills.md	31	| [acreadiness-assess](../skills/acreadiness-assess/SKILL.md)<br />`gh skills install github/awesome-copilot acreadiness-assess` | Run the AgentRC readiness assessment on the curre

This is an automated soft-gate report. Findings indicate review targets and do not block merge by themselves.

[github-actions]

🔍 Vally Lint Results

⚠️ Warnings or advisories found

Scope	Checked
Skills	1
Agents	3
Total	4

Severity	Count
❌ Errors	0
⚠️ Warnings	0
ℹ️ Advisories	1

Summary

Level	Finding
ℹ️	Vally currently lints SKILL.md content. Agent files were detected but skipped:

Full linter output

### Linting skills/ai-team-orchestration
npm warn EBADENGINE Unsupported engine {
npm warn EBADENGINE   package: 'commander@15.0.0',
npm warn EBADENGINE   required: { node: '>=22.12.0' },
npm warn EBADENGINE   current: { node: 'v20.20.2', npm: '10.8.2' }
npm warn EBADENGINE }
npm warn deprecated prebuild-install@7.1.3: No longer maintained. Please contact the author of the relevant native addon; alternatives are available.
✅ ai-team-orchestration (2/2 checks passed)
    ✓ [spec-compliance] All 1 skill(s) are spec-compliant.
        ✓ spec-compliance: All spec checks passed.
    ✓ [valid-refs] All file references across 1 skill(s) are valid.
        ✓ valid-refs: All file references resolve to existing files within the skill directory.

1 skill(s) linted, 1 passed

### Agent files detected (not linted by vally)
ℹ️ Vally currently lints SKILL.md content. Agent files were detected but skipped:
agents/ai-team-dev.agent.md
agents/ai-team-producer.agent.md
agents/ai-team-qa.agent.md

[Copilot]

Pull request overview

Simplifies the AI Team Orchestration plugin into a lightweight, risk-proportional workflow.

Changes:

• Removes explicit tool/model restrictions from three agents.
• Streamlines agent roles, templates, and guidance.
• Updates plugin metadata and generated catalog documentation to v2.0.0.

Reviewed changes

Copilot reviewed 14 out of 14 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
skills/ai-team-orchestration/SKILL.md	Simplifies orchestration guidance.
skills/ai-team-orchestration/references/sprint-plan-template.md	Replaces sprint ceremony with concise work plans.
skills/ai-team-orchestration/references/project-brief-template.md	Makes project briefs optional and concise.
skills/ai-team-orchestration/references/brainstorm-format.md	Generalizes perspectives and output.
skills/ai-team-orchestration/references/anti-patterns.md	Condenses workflow lessons.
plugins/ai-team-orchestration/README.md	Documents the lightweight workflow.
plugins/ai-team-orchestration/.github/plugin/plugin.json	Updates metadata to v2.0.0.
agents/ai-team-dev.agent.md	Makes Dev stack-adaptive with inherited tools.
agents/ai-team-producer.agent.md	Introduces proportionate planning and review.
agents/ai-team-qa.agent.md	Makes QA optional and risk-focused.
docs/README.skills.md	Updates generated skill description.
docs/README.plugins.md	Updates generated plugin description.
docs/README.agents.md	Updates generated agent descriptions.
.github/plugin/marketplace.json	Updates marketplace metadata.

[Copilot]

Pull request overview

Copilot reviewed 14 out of 14 changed files in this pull request and generated 1 comment.