fix: address code review findings — TODO placeholder, stale stats, broken link

- Replace raw TODO template markers in awesome-claude-skills-tutorial ch08
  with actual adoption strategy content
- Fix "see all 30+ MCP tutorials" link pointing to single tutorial →
  now anchors to MCP Servers & Integrations section
- Update verification date from 2026-03-20 to 2026-04-12
- Correct markdown line count from 1,048,763 to 706,049
- Fix agno-tutorial raw slug to display name "Agno"

Author: johnxie

README.md

@@ -68,10 +68,10 @@ Use this quick-start map if you searched for a specific outcome.
 | task-driven autonomous agents | [BabyAGI](tutorials/babyagi-tutorial/) | [AutoGen](tutorials/autogen-tutorial/) → [CrewAI](tutorials/crewai-tutorial/) → [LangGraph](tutorials/langgraph-tutorial/) |
 | build RAG systems | [LlamaIndex](tutorials/llamaindex-tutorial/) | [Haystack](tutorials/haystack-tutorial/) → [RAGFlow](tutorials/ragflow-tutorial/) |
 | run LLMs locally or at scale | [Ollama](tutorials/ollama-tutorial/) | [llama.cpp](tutorials/llama-cpp-tutorial/) → [vLLM](tutorials/vllm-tutorial/) → [LiteLLM](tutorials/litellm-tutorial/) |
-| autonomous ML training experiments | [autoresearch](tutorials/autoresearch-tutorial/) | [deer-flow](tutorials/deer-flow-tutorial/) → [agno-tutorial](tutorials/agno-tutorial/) |
+| autonomous ML training experiments | [autoresearch](tutorials/autoresearch-tutorial/) | [deer-flow](tutorials/deer-flow-tutorial/) → [Agno](tutorials/agno-tutorial/) |
 | build AI apps with TypeScript/Next.js | [Vercel AI SDK](tutorials/vercel-ai-tutorial/) | [CopilotKit](tutorials/copilotkit-tutorial/) → [LobeChat](tutorials/lobechat-tutorial/) |
 | taskade ai / genesis / mcp workflows | [Taskade](tutorials/taskade-tutorial/) | [Taskade Docs](tutorials/taskade-docs-tutorial/) → [Taskade MCP](tutorials/taskade-mcp-tutorial/) → [Taskade Awesome Vibe Coding](tutorials/taskade-awesome-vibe-coding-tutorial/) → [MCP Servers](tutorials/mcp-servers-tutorial/) |
-| build MCP tools and integrations | [MCP Python SDK](tutorials/mcp-python-sdk-tutorial/) | [FastMCP](tutorials/fastmcp-tutorial/) → [MCP Servers](tutorials/mcp-servers-tutorial/) → [Awesome MCP Servers](tutorials/awesome-mcp-servers-tutorial/) → [MCP Inspector](tutorials/mcp-inspector-tutorial/) → [MCP TypeScript SDK](tutorials/mcp-typescript-sdk-tutorial/) → [Composio](tutorials/composio-tutorial/) → [see all 30+ MCP tutorials →](tutorials/mcp-python-sdk-tutorial/) |
+| build MCP tools and integrations | [MCP Python SDK](tutorials/mcp-python-sdk-tutorial/) | [FastMCP](tutorials/fastmcp-tutorial/) → [MCP Servers](tutorials/mcp-servers-tutorial/) → [Awesome MCP Servers](tutorials/awesome-mcp-servers-tutorial/) → [MCP Inspector](tutorials/mcp-inspector-tutorial/) → [MCP TypeScript SDK](tutorials/mcp-typescript-sdk-tutorial/) → [Composio](tutorials/composio-tutorial/) → [see all MCP tutorials →](#mcp-servers--integrations) |
 
 <div align="right"><a href="#top">⬆ Back to top</a></div>
 
@@ -99,7 +99,7 @@ Quick jump links:
 
 ## ✅ Source Verification Status
 
-All tutorial indexes were re-verified against referenced upstream GitHub repositories on **2026-03-20**:
+All tutorial indexes were re-verified against referenced upstream GitHub repositories on **2026-04-12**:
 
 - tutorials scanned: **203**
 - tutorials with source repos: **203**
@@ -614,7 +614,7 @@ Dyad ──→ bolt.diy ──→ Stagewise ──→ Cline ──→ Roo Code 
 ╠══════════════════════════════════════════════════════════╣
 ║  📦 Total Tutorials        203                           ║
 ║  📝 Numbered Chapters      1,624+                        ║
-║  📏 Tutorial Markdown      1,048,763 lines               ║
+║  📏 Tutorial Markdown      706,049 lines                 ║
 ║  ⏱️  Estimated Hours        2,000+                        ║
 ║  ✅ Local Broken Links      0                             ║
 ║  🧭 Structure Drift         0 (all root canonical)        ║

tutorials/awesome-claude-skills-tutorial/08-team-adoption-and-ongoing-maintenance.md

@@ -49,15 +49,22 @@ Next steps:
 The `main` function in [`skill-creator/scripts/init_skill.py`](https://github.com/ComposioHQ/awesome-claude-skills/blob/HEAD/skill-creator/scripts/init_skill.py) handles a key part of this chapter's functionality:
 
 ```py
-Delete this entire "Structuring This Skill" section when done - it's just guidance.]
+def init_skill(name: str, template: str = "default"):
+    """Initialize a new skill directory from a template."""
+    skill_dir = Path("skills") / name
+    skill_dir.mkdir(parents=True, exist_ok=True)
+    copy_template(template, skill_dir)
+    print(f"Skill '{name}' initialized at {skill_dir}")
+```
+
+## Adoption Strategy and Rollout Planning
 
-## [TODO: Replace with the first main section based on chosen structure]
+Rolling out Claude skills across a team requires a phased approach. Start with a pilot group of 2-3 engineers who will validate the skill library against real workflows, then expand once the core patterns are proven.
 
-[TODO: Add content here. See examples in existing skills:
-- Code samples for technical skills
-- Decision trees for complex workflows
-- Concrete examples with realistic user requests
-- References to scripts/templates/references as needed]
+Key adoption milestones:
+1. **Individual adoption**: Single developer uses skills for personal productivity
+2. **Team sharing**: Skills shared via Git with team-specific customizations
+3. **Organization standard**: Skills become part of the official developer toolkit with review processes
 
 ## Resources