feat: [gem-team] Add confidence metric, optimize planner workflow

[mubaidr]

Pull Request Checklist

• I have read and followed the CONTRIBUTING.md guidelines.
• I have read and followed the Guidance for submissions involving paid services.
• My contribution adds a new instruction, prompt, agent, skill, or workflow file in the correct directory.
• The file follows the required naming convention.
• The content is clearly structured and follows the example format.
• I have tested my instructions, prompt, agent, skill, or workflow with GitHub Copilot.
• I have run npm start and verified that README.md is up to date.
• I am targeting the staged branch for this pull request.

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Description

• Add confidence field to agent outputs
• Append the guideline "State assumptions explicitly; never guess silently" to all agent docs
• Update the "Bisect (Complex Only)" heading to reflect its gate condition
• Minor wording and formatting guidelines across the affected agent documents
• Skip research if researcher agents are confident. Speed up the plan step

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Type of Contribution

• New instruction file.
• New prompt file.
• New agent file.
• New plugin.
• New skill file.
• New agentic workflow.
• Update to existing instruction, prompt, agent, plugin, skill, or workflow.
• Other (please specify):

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Additional Notes

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By submitting this pull request, I confirm that my contribution abides by the Code of Conduct and will be licensed under the MIT License.

[github-actions]

🔍 Skill Validator Results

✅ All checks passed

Scope	Checked
Skills	1
Agents	15
Total	16
Severity	Count
---	---:
❌ Errors	0
⚠️ Warnings	0
ℹ️ Advisories	0

Summary

Level	Finding
ℹ️	Found 15 agent(s)
ℹ️	Validated 15 agent(s)
ℹ️	✅ All checks passed (15 agent(s))

Full validator output

```text Found 15 agent(s) Validated 15 agent(s)

✅ All checks passed (15 agent(s))

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