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)

plugins/gem-team/.github/plugin/plugin.json

@@ -1,6 +1,6 @@
 {
   "name": "gem-team",
-  "version": "1.20.0",
+  "version": "1.24.0",
   "description": "Self-Learning Multi-agent orchestration harness for spec-driven development and automated verification.",
   "author": {
     "name": "mubaidr",
@@ -9,6 +9,7 @@
   },
   "license": "Apache-2.0",
   "repository": "https://github.com/mubaidr/gem-team",
+  "homepage": "https://github.com/mubaidr/gem-team",
   "keywords": [
     "multi-agent",
     "orchestration",
@@ -20,22 +21,5 @@
     "code-review",
     "prd",
     "mobile"
-  ],
-  "agents": [
-    "./agents/gem-browser-tester.md",
-    "./agents/gem-code-simplifier.md",
-    "./agents/gem-critic.md",
-    "./agents/gem-debugger.md",
-    "./agents/gem-designer-mobile.md",
-    "./agents/gem-designer.md",
-    "./agents/gem-devops.md",
-    "./agents/gem-documentation-writer.md",
-    "./agents/gem-implementer-mobile.md",
-    "./agents/gem-implementer.md",
-    "./agents/gem-mobile-tester.md",
-    "./agents/gem-orchestrator.md",
-    "./agents/gem-planner.md",
-    "./agents/gem-researcher.md",
-    "./agents/gem-reviewer.md"
   ]
 }

plugins/gem-team/README.md

@@ -2,8 +2,6 @@
 
 Self-Learning Multi-agent orchestration harness for spec-driven development and automated verification.
 
-[![Support Me](https://img.shields.io/badge/patreon-000000?logo=patreon&logoColor=FFFFFF&style=flat)](https://patreon.com/mubaidr)
-
 ## Quick Start
 
 ```bash
@@ -268,13 +266,13 @@ cp -r .apm/agents <destination>
 
 ---
 
-### VS Code Extension (GitHub Copilot)
+### VS Code (GitHub Copilot)
 
-Search for "gem-team" in the VS Code Extensions marketplace.
+Search for "gem-team" in the VS Code Chat marketplace.
 
 1. Open VS Code
-2. Go to Extensions (Ctrl+Shift+X)
-3. Search "gem-team"
+2. Go to Chat Settings
+3. Search "gem-team" in agents or plugins marketplace
 4. Click Install
 
 ---