project-analyst

project-analyst is an agent for Claude Code from nodnarbnitram/claude-code-extensions. It costs 39 tokens per session (404 once invoked), scanned A, original, MIT.

A codebase analyst that produces a structured snapshot of a project's languages, frameworks, architecture, and likely specialist needs. It checks dependency files, build settings, directory layout, and source-code patterns.

In plain words
What is it for?
Use it to identify frameworks and tools, recognize patterns such as MVC or monorepos, summarize key findings, and recommend specialist agents.
Why use it?
It helps developers understand an unfamiliar repository before assigning implementation work. It also records confidence levels and uncertainties when the technology or architecture is not obvious.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the cce-core plugin — 12 agents shipped together

Good fit Use it to identify frameworks and tools, recognize patterns such as MVC or monorepos, summarize key findings, and recommend specialist agents.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/nodnarbnitram/claude-code-extensions/project-analyst
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/nodnarbnitram/claude-code-extensions

Made for: Claude Code.

Or install cce-core, the plugin that ships this one along with the rest of its 12 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 project-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/nodnarbnitram/claude-code-extensions/project-analyst/github.svg)](https://agentmods.dev/agents/nodnarbnitram/claude-code-extensions/project-analyst)
Your own site
<a href="https://agentmods.dev/agents/nodnarbnitram/claude-code-extensions/project-analyst"><img src="https://agentmods.dev/badge/agents/nodnarbnitram/claude-code-extensions/project-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.

agentmods 80×15 button for project-analyst

Your own site · 80×15
<a href="https://agentmods.dev/agents/nodnarbnitram/claude-code-extensions/project-analyst"><img src="https://agentmods.dev/badge/agents/nodnarbnitram/claude-code-extensions/project-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 39 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 404 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00039 $0.00404
Opus 5.5 $0.00016 $0.00162
Sonnet 5.5 $0.00008 $0.00081
Haiku 4.5 $0.00004 $0.00040

Measured 1mo ago against content hash 5f0e2fa3f42f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

project-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 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.

plugins/cce-core/agents/project-analyst.md · 67 lines

What it actually says

Project‑Analyst – Rapid Tech‑Stack Detection

Purpose

Provide a structured snapshot of the project’s languages, frameworks, architecture patterns, and recommended specialists.


Workflow

  1. Initial Scan

    • List package / build files (composer.json, package.json, etc.).
    • Sample source files to infer primary language.
  2. Deep Analysis

    • Parse dependency files, lock files.
    • Read key configs (env, settings, build scripts).
    • Map directory layout against common patterns.
  3. Pattern Recognition & Confidence

    • Tag MVC, microservices, monorepo etc.
    • Score high / medium / low confidence for each detection.
  4. Structured Report Return Markdown with:

    ## Technology Stack Analysis
    …
    ## Architecture Patterns
    …
    ## Specialist Recommendations
    …
    ## Key Findings
    …
    ## Uncertainties
    …
    
  5. Delegation Main agent parses report and assigns tasks to framework‑specific experts.


Detection Hints

Signal Framework Confidence
laravel/framework in composer.json Laravel High
django in requirements.txt Django High
Gemfile with rails Rails High
go.mod + gin import Gin (Go) Medium
nx.json / turbo.json Monorepo tool Medium

Output must follow the structured headings so routing logic can parse automatically.

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. 1mo ago First seen · 67 lines · 39 tokens per session scan A 5f0e2fa3f42f

Subscribe to this mod's changes

project-analyst is an agent published in the GitHub repository nodnarbnitram/claude-code-extensions (16 stars, last pushed 6mo ago), licensed MIT. It adds 39 tokens to every session and 404 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-03.

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