ix-understand

ix-understand is a skill for Claude Code from ix-infrastructure/ix-claude-plugin. It costs 0 tokens per session (2,515 once invoked), scanned A, original, Apache-2.0.

A repository-understanding workflow that builds a map of a software system, one subsystem, or the whole codebase. It starts with the codebase structure and follows data flow and important patterns when more detail is needed.

In plain words
What is it for?
Orienting yourself in a repository, investigating a subsystem, tracing how parts of a system connect, and producing a saved architectural overview.
Why use it?
It helps developers understand unfamiliar code without reading every file first. The depth can be adjusted, and the resulting explanation can be saved to a file.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is [ix-claude-plugin shared model](../shared.md).

Part of the ix-memory plugin — 7 skills, 5 agents, 4 hooks shipped together

Good fit Orienting yourself in a repository, investigating a subsystem, tracing how parts of a system connect, and producing a saved architectural overview.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/ix-infrastructure/ix-claude-plugin
agentmods
npx agentmods add skills/ix-infrastructure/ix-claude-plugin/ix-understand

Made for: Claude Code.

Or install ix-memory, the plugin that ships this one along with the rest of its 7 skills, 5 agents, 4 hooks.

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 ix-understand

README.md
[![agentmods](https://agentmods.dev/badge/skills/ix-infrastructure/ix-claude-plugin/ix-understand/github.svg)](https://agentmods.dev/skills/ix-infrastructure/ix-claude-plugin/ix-understand)
Your own site
<a href="https://agentmods.dev/skills/ix-infrastructure/ix-claude-plugin/ix-understand"><img src="https://agentmods.dev/badge/skills/ix-infrastructure/ix-claude-plugin/ix-understand/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 ix-understand

Your own site · 80×15
<a href="https://agentmods.dev/skills/ix-infrastructure/ix-claude-plugin/ix-understand"><img src="https://agentmods.dev/badge/skills/ix-infrastructure/ix-claude-plugin/ix-understand.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,515 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00000 $0.02515
Opus 5 $0.00000 $0.01257
Sonnet 5 $0.00000 $0.00503
Haiku 4.5 $0.00000 $0.00251

Measured 8d ago against content hash 3b0544dfa90c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

ix-understand 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 8d 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.

skills/ix-understand/SKILL.md · 259 lines

How it starts

The opening of the file, as written. The whole thing — 259 lines — stays where its author put it; the contents beside it link to each section on GitHub.

ix-claude-plugin shared model

Check command -v ix first. If unavailable, stop and say so.

Flag parsing

Parse $ARGUMENTS before doing anything else:

  • The first non-flag token is TARGET (may be empty — means whole repo)
  • --shallow: orient only, no agents (default if no flag given)
  • --medium: single agent regardless of system count
  • --deep: full parallel agent strategy
  • --save [path]: if present, set SAVE_PATH; path is optional — if absent, auto-generate ix-understand-<target-slug>.md in cwd (target slug = TARGET with spaces and slashes replaced by -, or repo if TARGET is empty); if --save is not given at all, SAVE_PATH is empty.

MANDATORY for --medium and --deep: This skill MUST use the Agent tool (subagent_type: "ix-memory:ix-system-explorer") for all exploration work. Do NOT run ix commands yourself except for the Phase 1 orient commands below. All subsystem exploration MUST be delegated to agents.

Phase 1 — Orient

Run these commands in parallel to discover the architecture:

ix subsystems --format llm
ix subsystems --list --format llm
ix rank --by dependents --kind class --top 15 --exclude-path test --format llm
ix rank --by callers --kind function --top 15 --exclude-path test --format llm
ix stats --format llm

From the results, identify:

  • All top-level systems (names, file counts, cohesion, coupling scores)
  • The top 10-15 structurally important classes and functions
  • Total codebase scale (files, nodes, edges)

If TARGET is set, scope the orient to that target's subsystems.

Confidence check: Scan confidence scores in the ix subsystems results:

  • Any system with confidence < 0.5: add this caveat to the final output header: ⚠ Graph boundary confidence is low for [system] (${confidence}). Structural claims for this region may not reflect actual file relationships.
  • Any system with confidence < 0.3: report fuzzy boundary as an explicit finding. Label all structural claims for that region as [uncertain].

Read the full file on GitHub · 259 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.

  1. 8d ago First seen · 259 lines · 0 tokens per session scan A 3b0544dfa90c

Subscribe to this mod's changes

ix-understand is a skill published in the GitHub repository ix-infrastructure/ix-claude-plugin (7 stars, last pushed 3d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 2,515 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 2026-08-31.

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