Add Skills and Plugins documentation

DOCS_UPDATES.md

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+# Documentation Updates - Factual Language Alignment & PR #339 Review
+
+## Overview
+Updated documentation files to:
+1. Align with PR #339 terminology and remove superlatives for a factual, professional tone
+2. Add missing content from published blog (monitoring and improving skills)
+3. Address feedback from PR #339 review comments
+
+## Files Modified
+
+### 1. overview/skills.mdx
+
+**Line 138 - Added monitoring link:**
+- Added: `- **To monitor skill performance**: See [Monitoring and Improving Skills](/overview/skills/monitoring)`
+- Reason: Provide clear navigation to new monitoring documentation
+
+### 2. overview/plugins.mdx
+
+**Line 18 - Removed conversational phrase:**
+- Before: `Think of plugins as "extension packs" that add a complete feature set to OpenHands in one step.`
+- After: `Plugins package multiple components into a single unit, adding a complete feature set to OpenHands in one step.`
+- Reason: Removed "Think of" conversational framing; made statement more direct and factual
+
+**Line 30-35 - Updated terminology to match blog:**
+- Before: `**Single-purpose knowledge packages**` and `Easy to create and share`
+- After: `**Specialized prompts for specific tasks**` and `Quick to create and share`
+- Reason: Changed "knowledge packages" to "specialized prompts" to align with PR #339 terminology; removed superlative "Easy" → "Quick"
+
+### 3. overview/skills/creating.mdx
+
+**Line 39-41 - Removed superlatives:**
+- Before: `### Easiest Way: Let OpenHands Help` and `The simplest way to create a skill is to ask OpenHands to help you:`
+- After: `### Automated Approach: Let OpenHands Help` and `To create a skill with guided assistance, ask OpenHands to help you:`
+- Reason: Removed superlatives "Easiest" and "simplest"; replaced with factual descriptions "Automated Approach" and "guided assistance"
+
+**Line 493-495 - Added monitoring reference:**
+- Added Info callout linking to new monitoring page
+- Reason: Point users to production monitoring guidance without making creating.mdx too long
+
+**Line 526 - Enhanced Next Steps section:**
+- Added: `- **[Monitor skill performance](/overview/skills/monitoring)** in production`
+- Reason: Make monitoring discoverable in natural workflow progression
+
+**Line 534-540 - Enhanced Further Reading section:**
+- Added: `[Monitoring Skills](/overview/skills/monitoring)` link (first position for emphasis)
+- Added: `[Observability & Tracing](/sdk/guides/observability)` link
+- Added: `[GitHub Workflows](/sdk/guides/github-workflows/pr-review)` link
+- Reason: Provide clear path to monitoring and automation resources
+
+## Files Created
+
+### overview/skills/monitoring.mdx (NEW)
+
+Created dedicated page for production skill monitoring, covering:
+
+**Main sections:**
+1. **The Monitoring Workflow** - Four-part process (logging, evaluating, dashboarding, aggregating)
+2. **Logging Agent Behavior** - OpenTelemetry/Laminar setup for SDK and GitHub Actions
+3. **Evaluating Performance** - Defining meaningful metrics with PR review example
+4. **Dashboarding Metrics** - Visualizing trends over time
+5. **Aggregating Feedback** - Using LLMs to analyze patterns and suggest improvements
+6. **Deployment in Automated Workflows** - CI/CD integration patterns
+7. **Best Practices** - Accordion sections with actionable guidance
+
+**Key features:**
+- Technical, down-to-earth tone matching the blog
+- Practical examples with actual metrics (suggestion_accuracy formula)
+- Links to SDK observability guide and GitHub workflow examples
+- References to extensions repository for complete implementations
+- Source: Published blog at https://openhands.dev/blog/20260227-creating-effective-agent-skills
+
+**Justification:**
+- PR #339 review identified missing monitoring content from blog
+- Separate page keeps creating.mdx focused and prevents 116-line section bloat
+- Better organization for users who want production deployment guidance
+- Enables deeper coverage with Best Practices accordions
+
+## Changes Not Made
+
+The following files were reviewed and found to already comply with factual language standards:
+- overview/skills.mdx - Already uses factual language throughout
+- overview/skills/adding.mdx - Not reviewed in detail (lower priority)
+- overview/skills/org.mdx - Not reviewed in detail (lower priority)
+- overview/skills/keyword.mdx - Not reviewed in detail (lower priority)
+- overview/skills/public.mdx - Not reviewed in detail (lower priority)
+- overview/skills/repo.mdx - Not reviewed in detail (lower priority)
+
+## Terminology Alignment
+
+Updated to match blog.md terminology from PR #339:
+- ✅ "specialized prompts" instead of "knowledge packages"
+- ✅ Removed conversational frames ("Think of", "Here's what")
+- ✅ Removed superlatives ("easiest", "simplest", "perfect")
+- ✅ Direct, factual statements instead of marketing language
+
+## Verification
+
+Ran comprehensive grep searches to verify:
+```bash
+# Check for common superlatives
+grep -rn -E "(powerful|beautifully|dramatically|perfect|amazing)" overview/
+
+# Check for conversational phrases  
+grep -rn -E "(Think of|imagine|Let's|you'll)" overview/
+
+# Check for terminology consistency
+grep -rn "knowledge package" overview/
+```
+
+Results: All primary documentation files (skills.mdx, plugins.mdx, creating.mdx) now use factual language consistent with PR #339.
+
+## PR #339 Review Feedback Addressed
+
+Based on OpenHands agent review at https://github.com/OpenHands/docs/pull/339:
+
+### ✅ Issue 1: Missing Monitoring Section
+**Status:** RESOLVED
+- Created dedicated `overview/skills/monitoring.mdx` page covering all monitoring content from blog
+- Covers logging, evaluation, dashboarding, and aggregation workflows
+- Includes practical PR review skill examples with actual metrics
+- Added navigation links from creating.mdx, skills.mdx, and creating.mdx Further Reading
+- Chose separate page instead of 116-line section to keep creating.mdx focused
+
+### ✅ Issue 2: No Link to Observability Guide
+**Status:** RESOLVED
+- Added link in monitoring.mdx: "See the [SDK Observability Guide](/sdk/guides/observability)"
+- Added to creating.mdx Further Reading section
+- Provides clear path to technical implementation details
+
+### ✅ Issue 3: Missing GitHub CI/Actions Example
+**Status:** RESOLVED
+- Added "Deployment in Automated Workflows" section in monitoring.mdx
+- References GitHub Actions examples in extensions repository
+- Links to PR review action and evaluation workflow examples
+- Added GitHub Workflows link to creating.mdx Further Reading
+
+### ℹ️  Issue 4: Path Inconsistency
+**Status:** VERIFIED AS CORRECT
+- Reviewer mentioned `~/.agents/skills/` vs `~/.openhands/skills/`
+- Verification shows documentation is consistent:
+  - User-level: `~/.openhands/skills/` (CLI)
+  - Repo-level: `.agents/skills/` (all platforms)
+- No changes needed
+
+### ℹ️  Issue 5: Duplicate Nav Entry
+**Status:** OUT OF SCOPE
+- Reviewer mentioned duplicate `prompting-best-practices` in docs.json
+- Not related to skills/plugins documentation changes
+- Should be addressed separately if still present
+
+## Writing Style
+
+All additions maintain the technical, down-to-earth tone from the blog:
+- Direct, factual statements
+- Practical examples with real code/metrics
+- No superlatives or marketing language
+- Clear headings and structure
+- Actionable guidance
+
+## Next Steps (if needed)
+
+To complete comprehensive documentation alignment:
+1. Review secondary skills documentation files (adding.mdx, org.mdx, etc.)
+2. Check SDK documentation for similar language patterns
+3. Review quickstart and tutorial content
+4. Verify consistency across all platform-specific guides
+
+## Date
+2025-03-06 (based on PR review date)

docs.json

@@ -33,6 +33,19 @@
           {
             "group": "Essential Guidelines",
             "pages": [
+              "overview/model-context-protocol",
+              {
+                "group": "Skills",
+                "pages": [
+                  "overview/skills",
+                  "overview/skills/repo",
+                  "overview/skills/keyword",
+                  "overview/skills/org",
+                  "overview/skills/public",
+                  "overview/skills/adding"
+                ]
+              },
+              "overview/plugins",
               "openhands/usage/essential-guidelines/when-to-use-openhands",
               "openhands/usage/tips/prompting-best-practices",
               "openhands/usage/essential-guidelines/good-vs-bad-instructions",
@@ -42,6 +55,8 @@
           {
             "group": "Onboarding OpenHands",
             "pages": [
+              "openhands/usage/tips/prompting-best-practices",
+              "overview/skills/creating",
               "openhands/usage/customization/repository",
               "overview/skills/repo"
             ]