analyze-codebase

analyze-codebase is a skill for Codex from ashermahonin/agentic-skills. It costs 87 tokens per session (462 once invoked), scanned A, original, MIT.

A read-only investigation of an existing software repository to explain how it works. It maps its architecture, dependencies, build and test health, important code paths, ownership boundaries, and technical risks.

In plain words
What is it for?
It is for code archaeology, migration planning, existing-product improvements, dependency reviews, architecture mapping, and identifying risky changes or test gaps.
Why use it?
It prevents changes from being proposed before the current system and its fragile areas are understood.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit It is for code archaeology, migration planning, existing-product improvements, dependency reviews, architecture mapping, and identifying risky changes or test gaps.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ashermahonin/agentic-skills/analyze-codebase
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.

Any agent
npx skills add ashermahonin/agentic-skills --skill analyze-codebase
Clone the repo
git clone --depth 1 https://github.com/ashermahonin/agentic-skills

Made for: Codex.

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 analyze-codebase

README.md
[![agentmods](https://agentmods.dev/badge/skills/ashermahonin/agentic-skills/analyze-codebase/github.svg)](https://agentmods.dev/skills/ashermahonin/agentic-skills/analyze-codebase)
Your own site
<a href="https://agentmods.dev/skills/ashermahonin/agentic-skills/analyze-codebase"><img src="https://agentmods.dev/badge/skills/ashermahonin/agentic-skills/analyze-codebase/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 analyze-codebase

Your own site · 80×15
<a href="https://agentmods.dev/skills/ashermahonin/agentic-skills/analyze-codebase"><img src="https://agentmods.dev/badge/skills/ashermahonin/agentic-skills/analyze-codebase.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 87 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 462 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 $0.00087 $0.00462
Opus 5.5 $0.00035 $0.00185
Sonnet 5.5 $0.00017 $0.00092
Haiku 4.5 $0.00009 $0.00046

Measured 2mo ago against content hash 095d7c7b4a3c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

analyze-codebase 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.

agentic/skills/analyze-codebase/SKILL.md · 55 lines

What it actually says

Analyze Codebase

Purpose

Slow the impulse to edit until the system has been understood. Produce an evidence-backed map of what exists, how it behaves, and where change would be risky.

Inputs

  • Read the repo orientation files and build/test commands.
  • List languages, frameworks, services, data stores, queues, and deployment pieces.
  • Find entrypoints, critical flows, and ownership boundaries.
  • Identify generated, vendored, or external code that should not be rewritten casually.

Decision process

  1. Map top-level directories to responsibilities.
  2. Trace the most important runtime flows from entrypoint to persistence or external boundary.
  3. Check build, test, lint, and local run instructions without changing source files.
  4. Identify hotspots: high-change files, large modules, unclear boundaries, test gaps, risky dependencies, and fragile contracts.
  5. Compare current architecture to the requested target and write migration risks before proposing edits.
  6. Stay read-only unless the user explicitly moves the work into implementation.

Decision boundaries

  • Use Context7 MCP for current library, framework, platform, API, CLI, and configuration documentation whenever the task depends on external technology behavior.

Decision record

  • Current-state scan
  • Codebase map
  • Hotspots and tech-debt list
  • Current architecture summary
  • Target gap notes
  • Migration plan inputs

Ready when

  • Back claims with file paths, commands, or observed behavior.
  • Do not infer architecture from folder names alone.
  • Separate actual current behavior from desired target behavior.
  • Call out unknowns instead of smoothing them over.

Handoff

Hand off evidence, high-risk files, safe write boundaries, and validation commands to architecture or decomposition.

References

  • references/scan-checklist.md: Use this checklist when scanning an existing repository.
Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2mo ago First seen · 55 lines · 87 tokens per session scan A 095d7c7b4a3c

Subscribe to this mod's changes

analyze-codebase is a skill published in the GitHub repository ashermahonin/agentic-skills (10 stars, last pushed 2mo ago), licensed MIT. It adds 87 tokens to every session and 462 once invoked, about $0.0003 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 2026-08-31.

Related

analyze-codebase compared with skills from other repositories

analyze-codebase next to 6 skills from other repositories
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analyze-codebaseashermahonin/agentic-skillsSkill102mo agoMITA87Codex
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incident-response-incident-responsermyndharis/antigravity-skillsSkill1.9k23d agoMITA36Claude Code
triaging-web-analytics-supportPostHog/posthogSkill41kyesterdaynoneA151Claude Code, Codex