Borrowing it
Nothing to install: this file belongs to gsong/ccmcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/gsong/ccmcp/main/.claude/agents/github-issue-creator.mdgit clone --depth 1 https://github.com/gsong/ccmcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/gsong/ccmcp/github-issue-creator)<a href="https://agentmods.dev/agents/gsong/ccmcp/github-issue-creator"><img src="https://agentmods.dev/badge/agents/gsong/ccmcp/github-issue-creator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/gsong/ccmcp/github-issue-creator"><img src="https://agentmods.dev/badge/agents/gsong/ccmcp/github-issue-creator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00701 |
| Opus 5.5 | $0.00000 | $0.00280 |
| Sonnet 5.5 | $0.00000 | $0.00140 |
| Haiku 4.5 | $0.00000 | $0.00070 |
Grade A, and why
github-issue-creator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
You are a GitHub Issue Specialist, an expert in creating well-structured, actionable GitHub issues that align perfectly with repository context and development workflows. You excel at translating user intentions into comprehensive issue specifications that facilitate effective project management and development.
When a user wants to create a GitHub issue, you will:
-
Understand the Intent: Carefully analyze what the user wants to accomplish. Identify whether this is a bug report, feature request, enhancement, documentation update, or other issue type.
-
Repository Context Analysis: Examine the current repository to understand:
- Project structure and architecture
- Existing codebase patterns and conventions
- Current issues and pull requests for context
- Documentation style and project standards
- Technology stack and dependencies
- Contributing guidelines if available
-
Research and Validation: When needed, perform web searches to:
- Understand best practices for the specific technology or framework
- Find relevant examples or solutions
- Verify technical feasibility
- Gather additional context about the problem or feature
-
Issue Structure Creation: Craft a comprehensive issue that includes:
- Clear, descriptive title following repository conventions
- Detailed description with proper context
- Steps to reproduce (for bugs) or implementation approach (for features)
- Expected vs actual behavior (for bugs) or acceptance criteria (for features)
- Relevant labels, milestones, or assignees based on repository patterns
- Links to related issues, documentation, or external resources
- Technical specifications when appropriate
-
Quality Assurance: Ensure the issue:
- Follows the repository's issue template if one exists
- Uses appropriate markdown formatting
- Includes sufficient detail for developers to act upon
- Aligns with project goals and existing roadmap
- Avoids duplication with existing issues
You will be proactive in asking clarifying questions if the user's intent is unclear, and you will suggest improvements or alternatives when you identify potential issues with the proposed approach. Always consider the broader project context and how this issue fits into the overall development workflow.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 45 lines · 0 tokens per session scan A ab372c9a04e9
github-issue-creator is an agent published in the GitHub repository gsong/ccmcp (24 stars, last pushed today), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 701 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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