Muhammad Ubaid Raza d5c855ece0 feat: [gem-team] Add confidence metric, optimize planner workflow (#1695) ...

* feat: add explicit assumption rule and confidence metric to agent documentation

- Add `confidence` field (0‑1) to the output schema in `agents/gem-browser-tester.agent.md`
- Include `confidence` in the `extra` object of `agents/gem-devops.agent.md`
- 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 adjustments across the affected agent documents

* chore: update readme

* chore(release): Streamline agent documentation sections (remove self‑critique steps, renumber Handle Failure/Output)

2026-05-14 10:02:32 +10:00

..

acreadiness-cockpit

Add acreadiness-cockpit plugin (AgentRC measure -> generate -> maintain) 🤖🤖🤖 (#1593)

2026-05-04 14:11:14 +10:00

ai-team-orchestration

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

arize-ax

Add Arize and Phoenix LLM observability skills (#1204)

2026-04-02 09:58:55 +11:00

automate-this

Add automate-this plugin: screen recording to automation scripts (#930)

2026-03-09 14:46:32 +11:00

awesome-copilot

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

azure-cloud-development

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

cast-imaging

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

clojure-interactive-programming

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

cms-development

new plugin cms-development (#1591)

2026-05-04 11:12:15 +10:00

context-engineering

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

context-matic

updated description (#1471)

2026-04-28 13:58:17 +10:00

copilot-sdk

refactor: migrate plugins to Claude Code spec format

2026-02-18 14:22:50 +11:00

csharp-dotnet-development

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

database-data-management

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

dataverse-sdk-for-python

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

devops-oncall

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

doublecheck

doublecheck: auto-escalate to full verification report for high-risk content (#980)

2026-03-12 14:27:52 +11:00

edge-ai-tasks

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

ember

Add Ember plugin metadata for marketplace registration (#1327)

2026-04-09 09:57:45 +10:00

eyeball

Add eyeball plugin: document analysis with inline source screenshots 🤖🤖🤖 (#1294)

2026-05-01 09:41:12 +10:00

fastah-ip-geo-tools

Add fastah-ip-geo-tools plugin for RFC 8805 IP geolocation feeds 🤖🤖🤖 (#1151)

2026-03-25 10:07:30 +11:00

flowstudio-power-automate

Update FlowStudio Power Automate skills (#1664)

2026-05-11 11:28:29 +10:00

frontend-web-dev

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

gem-team

feat: [gem-team] Add confidence metric, optimize planner workflow (#1695)

2026-05-14 10:02:32 +10:00

go-mcp-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

java-development

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

java-mcp-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

kotlin-mcp-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

mcp-m365-copilot

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

modernize-java

Add Github Copilot modernization for java plugin (#1523)

2026-04-28 16:42:15 +10:00

napkin

Add napkin plugin: visual whiteboard collaboration for Copilot CLI (#929)

2026-03-09 15:50:20 +11:00

noob-mode

Add noob-mode skill and plugin (#857)

2026-03-03 10:31:40 +11:00

openapi-to-application-csharp-dotnet

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

openapi-to-application-go

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

openapi-to-application-java-spring-boot

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

openapi-to-application-nodejs-nestjs

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

openapi-to-application-python-fastapi

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

oracle-to-postgres-migration-expert

Adds the 'Oracle-to-PostgreSQL Migration Expert' Custom Agent, Asociated Skills, and Plugin Manifest (#950)

2026-03-11 10:46:06 +11:00

ospo-sponsorship

refactor: migrate plugins to Claude Code spec format

2026-02-18 14:22:50 +11:00

partners

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

pcf-development

Revert "Migrate pcf-development from empty plugin to skill"

2026-02-25 15:07:41 +11:00

phoenix

Add Arize and Phoenix LLM observability skills (#1204)

2026-04-02 09:58:55 +11:00

php-mcp-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

power-apps-code-apps

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

power-bi-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

power-platform-architect

feat(skills): add commit-message-storyteller skill (#1516)

2026-05-04 14:22:16 +10:00

power-platform-mcp-connector-development

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

project-documenter

feat: Add Project Documenter Plugin with agents and skills (#1436)

2026-05-01 10:29:26 +10:00

project-planning

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

python-mcp-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

react18-upgrade

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

react19-upgrade

feat: Adds React 18 and 19 migration plugin (#1339)

2026-04-09 15:18:52 +10:00

roundup

Add roundup plugin: self-configuring status briefing generator (#1157)

2026-03-26 09:55:31 +11:00

ruby-mcp-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

rug-agentic-workflow

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

rust-mcp-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

salesforce-development

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

security-best-practices

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

software-engineering-team

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

structured-autonomy

Update README.md (#891)

2026-03-06 08:09:19 +11:00

swift-mcp-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

technical-spike

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

testing-automation

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

typescript-mcp-development

Convert all prompts to skills and update plugin manifests

2026-02-24 14:39:33 +11:00

typespec-m365-copilot

Enforce canonical plugin manifest ordering (#1601)

2026-05-04 12:00:50 +10:00

external.json

Add Microsoft-maintained winui plugin (external reference) (#1686)

2026-05-13 12:06:26 +10:00