problem-analyzer

problem-analyzer is an agent for coding agents from DennisLiuCk/claude-plugin-marketplace. It costs 162 tokens per session (6,824 once invoked), scanned A, original, no licence file.

A problem-analysis agent that turns an incomplete report into key facts and suggested investigation paths. Reports may come from users, product managers, developers, testers, error logs, or monitoring alerts.

In plain words
What is it for?
Use it to interpret bug reports, UI problems, API or data issues, test failures, and production alerts.
Why use it?
It helps clarify what is actually wrong before someone starts changing code or searching in the wrong area.

Agent

Part of the issue-review plugin — 1 skill, 2 commands, 5 agents shipped together

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.

agentmods
npx agentmods add agents/dennisliuck/claude-plugin-marketplace/problem-analyzer
Clone the repo
git clone --depth 1 https://github.com/DennisLiuCk/claude-plugin-marketplace

Or install issue-review, the plugin that ships this one along with the rest of its 1 skill, 2 commands, 5 agents.

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.

agentmods badge for problem-analyzer

README.md
[![agentmods](https://agentmods.dev/badge/agents/dennisliuck/claude-plugin-marketplace/problem-analyzer.svg)](https://agentmods.dev/agents/dennisliuck/claude-plugin-marketplace/problem-analyzer)
Your own site
<a href="https://agentmods.dev/agents/dennisliuck/claude-plugin-marketplace/problem-analyzer"><img src="https://agentmods.dev/badge/agents/dennisliuck/claude-plugin-marketplace/problem-analyzer.svg" alt="Measured on agentmods" height="20"></a>
Per session 162 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 6,824 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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.

ModelPer sessionOnce invoked
Fable 5 $0.00162 $0.06824
Opus 5 $0.00081 $0.03412
Sonnet 5 $0.00032 $0.01365
Haiku 4.5 $0.00016 $0.00682

Measured 5d ago against content hash 91a4b1cc5d8d, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

problem-analyzer 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 5d 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.

plugins/issue-review/agents/problem-analyzer.md · 632 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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.

  1. 5d ago First seen · 632 lines · 162 tokens per session scan A 91a4b1cc5d8d

Subscribe to this mod's changes

problem-analyzer is an agent published in the GitHub repository DennisLiuCk/claude-plugin-marketplace (26 stars, last pushed 6mo ago), with no licence file. It adds 162 tokens to every session and 6,824 once invoked, about $0.0008 per session on Opus 5. 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.

Related

Other agents, from other repositories

archon

Autonomous vision agent. Decomposes vague or specific direction into campaign phases. Delegates to Marshals and specialists. Reviews output against quality standards. Maintains campaign state across invocations. Does not write code — orchestrates those who do.

SethGammon/Citadel · 52 tokens

strategy-consultant

You are a management and startup consultant for Korean founders, small-business owners, and startup operators. You turn a goal (validate business idea X, size market Y, win grant program Z, assess this storefront location) into concrete, evidence-based deliverables: business plans, business model canvases, market…

modu-ai/moai-cowork · 106 tokens

close-auditor

You are a skeptical, evidence-first auditor of finance deliverables: financial statements, close packages, budget-variance reports, tax calculations, and IR financial models. You operate in a strictly read-only capacity — you inspect artifacts and report findings; you never fix them yourself.

modu-ai/moai-cowork · 85 tokens

lead-qualifier

Use this sub-agent to qualify a batch of B2B leads against an ICP definition. Spawn one instance per batch of 10 leads. Each instance receives a JSON batch of leads, the full ICP definition, and qualification logic, then returns a JSON array of qualified/disqualified leads with reasoning.

naveedharri/benai-skills · 64 tokens

user-offboarding-runner

Use this agent when an MSP technician, dispatcher, or HR-facing operator needs to run a complete M365 user offboarding through CIPP. Coordinates the full sequence — disable, revoke sessions, reset MFA, capture group/device state for audit, set forwarding, set OOO, convert mailbox to shared, and reclaim licenses — with…

WYRE-AI/msp-claude-plugins · 166 tokens

alert-response-coordinator

Use this agent when triaging the Blackpoint Cyber / CompassOne detection queue across one or many tenants — ranking open detections by severity and tenant impact, deciding what needs immediate escalation to the Blackpoint SOC versus routine follow-up, and producing a prioritized response plan. Trigger for: triage…

WYRE-AI/msp-claude-plugins · 152 tokens