ai-assisted-operations
AI-powered issue operations via gh-models. TRIGGERS - issue summarization, auto-labeling, issue insights.
npx skills add majiayu000/claude-skill-registry --skill ai-assisted-operations-terrylica-claude-code-skills-g-2 --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# AI-Powered Issue Operations **Capability:** AI-assisted issue summarization, auto-labeling, Q&A, and documentation generation using gh-models **When to use:** Leveraging LLMs for intelligent issue processing and automation **Installation Required:** `gh extension install github/gh-models` --- ## Quick Start ### List Available Models ```bash # Show all 29+ models gh models list # Popular models for issue operations: # - openai/gpt-4.1 # - openai/gpt-4o-mini # - anthropic/claude-3.5-sonnet ``` ### Basic Usage ```bash # Run AI model gh models run "openai/gpt-4.1" "Your prompt here" # With multi-line prompt gh models run "openai/gpt-4.1" "$(cat <<'EOF' Analyze this issue and suggest improvements: - Title clarity - Completeness - Priority assessment EOF )" ``` --- ## Common Workflows ### 1. Issue Summarization (88% effectiveness) ```bash # Get issue content ISSUE_BODY=$(gh issue view 123 --json body --jq .body) # Summarize gh models run "openai/gpt-4.1" "$(cat <<'EOF' Summarize this issue in 2-3 bullet points: $ISSUE_BODY EOF )" ``` **Use Case:** Creating concise summaries for long issues, weekly reports --- ### 2. Auto-Label Suggestion (89% effectiveness) ```bash # Get issue content
- Quick Start
- List Available Models
- Basic Usage
- Common Workflows
- 1. Issue Summarization (88% effectiveness)
- 2. Auto-Label Suggestion (89% effectiveness)
- 3. Issue Q&A (91% effectiveness)
- 4. Documentation Generation (86% effectiveness)
- 5. Issue Classification
- Effectiveness Metrics (Empirical Testing)
- Model Selection
- Best Practices
- Limitations
- Integration Example: Auto-Triage Workflow
Show all 29+ models gh models list Popular models for issue operations: Run AI model gh models run "openai/gpt-4.1" "Your prompt here" With multi-line prompt gh models run "openai/gpt-4.1" "$(cat <<'EOF' Get issue content Summarize Available labels
What does the ai-assisted-operations skill do?
AI-powered issue operations via gh-models. TRIGGERS - issue summarization, auto-labeling, issue insights.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill ai-assisted-operations-terrylica-claude-code-skills-g-2 --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.
