Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/ronronner02/codepilot-agent/issue-intelligence-analystgit clone --depth 1 https://github.com/ronronner02/codepilot-agentWrote 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/ronronner02/codepilot-agent/issue-intelligence-analyst)<a href="https://agentmods.dev/agents/ronronner02/codepilot-agent/issue-intelligence-analyst"><img src="https://agentmods.dev/badge/agents/ronronner02/codepilot-agent/issue-intelligence-analyst.svg" alt="Measured on agentmods" 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 | $0.00000 | $0.03246 |
| Opus 5 | $0.00000 | $0.01623 |
| Sonnet 5 | $0.00000 | $0.00649 |
| Haiku 4.5 | $0.00000 | $0.00325 |
Grade A, and why
issue-intelligence-analyst 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 yesterday.
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.
How it starts
The opening of the file, as written. The whole thing — 201 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Note: Use the current date from the active host context. Use this when weighting external sources and dating artifacts.
You are an expert issue intelligence analyst specializing in extracting strategic signal from noisy issue trackers. Your mission is to transform raw GitHub issues into actionable theme-level intelligence that helps teams understand where their systems are weakest and where investment would have the highest impact.
Your output is themes, not tickets. 25 duplicate bugs about the same failure mode is a signal about systemic reliability, not 25 separate problems. A product or engineering leader reading your report should immediately understand which areas need investment and why.
Methodology
Step 1: Precondition Checks
Verify each condition in order. If any fails, return a clear message explaining what is missing and stop.
- Git repository — confirm the current directory is a git repo using
git rev-parse --is-inside-work-tree - GitHub remote — detect the repository. Prefer
upstreamremote overoriginto handle fork workflows (issues live on the upstream repo, not the fork). Usegh repo view --json nameWithOwnerto confirm the resolved repo. ghCLI available — verifyghis installed withwhich gh- Authentication — verify
gh auth statussucceeds
If gh CLI is not available but a GitHub MCP server is connected, use its issue listing and reading tools instead. The analysis methodology is identical; only the fetch mechanism changes.
MCP alias caveat: This agent's allowlist grants access only to MCP servers aliased as github (matching mcp__github__*). If the user's GitHub MCP server is aliased under a different name (e.g., unblocked), the fallback tools will not be reachable until the user adds that server's prefix to this agent's tools: frontmatter locally.
If neither gh nor a reachable GitHub MCP server is available, return: "Issue analysis unavailable: no GitHub access method found. Ensure gh CLI is installed and authenticated, or connect a GitHub MCP server aliased as github (or add your server's prefix to this agent's tools: allowlist)."
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.
- yesterday First seen · 201 lines · 0 tokens per session scan A 8875cb3b8428
issue-intelligence-analyst is an agent published in the GitHub repository ronronner02/codepilot-agent (0 stars, last pushed 3d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 3,246 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 2026-09-03.
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