ix-understand
Build a mental model of a system, subsystem, or the whole repo. Graph-first, no code reads unless necessary.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
菜单
Build a mental model of a system, subsystem, or the whole repo. Graph-first, no code reads unless necessary.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Analyze system design — structure, coupling, code smells, and high-risk hotspots. Purely graph-based, no code reads.
Root cause analysis — trace execution path to a failure, narrow candidates, read minimal source only at suspected failure points.
Generate narrative-first, importance-weighted documentation for a repo, system, or subsystem with a selective reference layer. Use --full for deeper module/class/method coverage.
Change risk analysis — blast radius, affected systems, and what to test. Depth scales with risk level; low-risk targets stop early.
Deep dive into a symbol, feature, or bug. Graph-first, minimal code reads, early stopping when sufficient evidence found.
Generate a risk-ordered implementation plan for a set of targets. Assesses blast radius per target, finds data flows between them, and produces a safe change sequence.
| name | ix-understand |
| description | Build a mental model of a system, subsystem, or the whole repo. Graph-first, no code reads unless necessary. |
| metadata | {"openclaw":{"requires":{"bins":["ix"]}}} |
Run command -v ix to verify ix is on PATH. Never use tilde paths (~/...) or absolute paths — always invoke ix directly via PATH. If not found, stop and say so.
Build an accurate mental model of the target's structure, purpose, and key components. Stop as soon as you can answer: what does this do, what are its key parts, and where should someone explore next?
Run in parallel:
timeout 60s ix subsystems --format llm
timeout 60s ix rank --by dependents --kind class --top 10 --exclude-path test --format llm
timeout 60s ix rank --by callers --kind function --top 10 --exclude-path test --format llm
If $ARGUMENTS is non-empty, also run:
timeout 60s ix locate "$ARGUMENTS" --limit 5 --format llm
Extract from subsystems: region names, file counts, cohesion scores. Extract from rank: the 3–5 most structurally central classes and functions.
Stop here if: $ARGUMENTS is empty and rank + subsystems give a clear picture.
Pick the 2–4 most central or unclear components from Phase 1 results. Run in parallel:
timeout 60s ix overview <component> --format llm
Do NOT run ix explain yet. ix overview is cheaper and sufficient for most components.
Stop here if: you can describe what each component does and how they relate.
For at most 2 components still unclear after Phase 2:
timeout 60s ix explain <component> --format llm
Hard limits: No ix read. No ix map. No ix trace. This skill never reads source code.
# [Target] — System Overview
## What it does
[One paragraph. Purpose, primary job, who uses it.]
## Key Components
- **X** (<kind>) — [role in one line, evidence: rank position / cohesion score]
- **Y** (<kind>) — [role in one line]
[3–5 max. Omit if fully explained by parent.]
## Structure
[Subsystem breakdown: name → file count → cohesion score → what it owns]
## Where to explore next
- `/ix-investigate <X>` — understand the most central component
- `/ix-architecture` — analyze coupling and design health
- `/ix-debug <X>` — if investigating a suspected bug
Evidence labels: Mark every claim as [graph] (direct ix data) or [inferred] (structural reasoning). Never state facts without one of these labels.