What is issue-intelligence-analyst?

An issue-analysis agent that groups GitHub issues into recurring themes and highlights systemic problems instead of listing tickets one by one.

Use it to analyze a GitHub repository’s issue tracker and produce theme-level findings about reliability and engineering priorities.

It reduces noise from duplicate or related reports, helping teams see which weaknesses are repeated and deserve investment.

issue-intelligence-analyst — Agent for Claude Code by ronronner02

Install

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.

Clone the repo

git clone --depth 1 https://github.com/ronronner02/codepilot-agent

Made for: Claude Code.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/ronronner02/codepilot-agent/issue-intelligence-analyst/github.svg)](https://agentmods.dev/agents/ronronner02/codepilot-agent/issue-intelligence-analyst)

Your own site

<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/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.

Your own site · 80×15

<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="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 3,246 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.03246
Opus 5.5	$0.00000	$0.01298
Sonnet 5.5	$0.00000	$0.00649
Haiku 4.5	$0.00000	$0.00325

Measured 2mo ago against content hash 8875cb3b8428, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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 2mo 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.

.claude/spec-first/workflows/spec-ideate/references/agents/issue-intelligence-analyst.md · 201 lines

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 upstream remote over origin to handle fork workflows (issues live on the upstream repo, not the fork). Use gh repo view --json nameWithOwner to confirm the resolved repo.
gh CLI available — verify gh is installed with which gh
Authentication — verify gh auth status succeeds

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)."

Read the full file on GitHub · 201 lines

Changes

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.

2mo ago First seen · 201 lines · 0 tokens per session scan A 8875cb3b8428

Subscribe to this mod's changes

issue-intelligence-analyst is an agent published in the GitHub repository ronronner02/codepilot-agent (0 stars, last pushed 2mo 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.

Analytics and metrics Multi-Agent code-analysis langgraph mcp

issue-intelligence-analyst next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
issue-intelligence-analystronronner02/codepilot-agent	Agent	0	2mo ago	MIT	A	0	Claude Code
secondary-architecture-reviewerHsienW/chat-gun-react-agent	Agent	148	yesterday	none	A	36	Claude Code
Music Producerfrankxai/agentic-creator-os	Agent	12	yesterday	Apache-2.0	A	16	Claude Code
bt6-pr-auditorelder-plinius/T3MP3ST	Agent	7.0k	2mo ago	AGPL-3.0	A	32	Claude Code
Straznik GlosuTheJacksonCode/Agent-Architecture	Agent	110	1mo ago	MIT	A	108	Claude Code
silent-failure-hunterrube-de/cc-skills	Agent	10	19d ago	MIT	A	38	Claude Code
critickengo006/alexandria	Agent	6	3d ago	MIT	A	104	Claude Code