/understand
Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
$ npx -y skills add lum1104/understand-anything --skill understand --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/understand
Context preview
The summary Claude sees to decide when to auto-load this skill.
Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
SKILL.md
understand.SKILL.mdname: understand
description: Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
argument-hint: ["[path] [--full|--auto-update|--no-auto-update|--review|--language <lang>|--exclude <patterns>]"]
/understand
Analyze the current codebase and produce a `knowledge-graph.json` file in the project's data directory (`.ua/`, or the legacy `.understand-anything/` when it already exists). This file powers the interactive dashboard for exploring the project's architecture.
Options
- `$ARGUMENTS` may contain:
- `--full` — Force a full rebuild, ignoring any existing graph
- `--auto-update` — Enable automatic graph updates on commit (writes `autoUpdate: true` to `$UA_DIR/config.json`)
- `--no-auto-update` — Disable automatic graph updates (writes `autoUpdate: false` to `$UA_DIR/config.json`)
- `--review` — Run full LLM graph-reviewer instead of inline deterministic validation
- `--language <lang>` — Generate all textual content (summaries, descriptions, tags, titles, languageNotes, languageLesson) in the specified language. Accepts ISO 639-1 codes (`zh`, `ja`, `ko`, `en`, `es`, `fr`, `de`, etc.) or friendly names (`chinese`, `japanese`, `korean`, `english`, `spanish`, etc.). Locale variants supported: `zh-TW`, `zh-HK`, etc. Defaults to `en` (English). Stores preference in `$UA_DIR/config.json` for consistency across incremental updates.
- `--exclude <patterns>` — Comma-separated glob patterns for additional files/directories to exclude from analysis (e.g., `--exclude "tests/*,docs/*"`). These patterns take highest priority over built-in defaults and `.understandignore` rules. Supports gitignore syntax including `!` negation.
- A directory path (e.g. `/path/to/repo` or `../other-project`) — Analyze the given directory instead of the current working directory
---
Progress Reporting
Throughout execution, report progress to the user at each phase transition and during batch processing. This keeps users informed on large codebases where analysis can take a long time.
- **Phase transitions:** At the start of each phase, print a status line:
> `[Phase N/7] <phase name>...` > > Example: `[Phase 2/7] Analyzing files (12 batches)...`
- **Batch progress:** During Phase 2, report each batch with its index and total:
> `Analyzing batch X/N (files: foo.ts, bar.ts, ...)` (list up to 3 filenames, then `...` if more)
- **Phase completion:** When a phase finishes, briefly confirm:
> `Phase N complete. <one-line summary of result>` > > Example: `Phase 1 complete. Found 247 files across 3 languages.`
---
Phase 0 — Pre-flight
Determine whether to run a full analysis or incremental update.
1. **Resolve `PROJECT_ROOT`:**
- Parse `$ARGUMENTS` for a non-flag token (any argument that does not start with `--`). If found, treat it as the target directory path.
- If the path is relative, resolve it against the current working directory.
- Verify the resolved path exists and is a directory (run `test -d <path>`). If it does not exist or is not a directory, report an error to the user and **STOP**.
- Set `PROJECT_ROOT` to the resolved absolute path.
- If no directory path argument is found, set `PROJECT_ROOT` to the current working directory.
- **Worktree redirect.** If `PROJECT_ROOT` is inside a git worktree (not the main checkout), redirect output to the main repository root. Worktrees managed by Claude Code are ephemeral — the data directory (`.ua/`, or legacy `.understand-anything/`) written there is destroyed when the session ends, taking the knowledge graph with it (issue #133). Detect a worktree by comparing `git rev-parse --git-dir` against `git rev-parse --git-common-dir`; in a normal checkout or submodule they resolve to the same path, in a worktree they differ and the parent of `--git-common-dir` is the main repo root.
COMMON_DIR=$(git -C "$PROJECT_ROOT" rev-parse --git-common-dir 2>/dev/null)
GIT_DIR=$(git -C "$PROJECT_ROOT" rev-parse --git-dir 2>/dev/null)
if [ -n "$COMMON_DIR" ] && [ -n "$GIT_DIR" ]; then
COMMON_ABS=$(cd "$PROJECT_ROOT" && cd "$COMMON_DIR" 2>/dev/null && pwd -P)
GIT_ABS=$(cd "$PROJECT_ROOT" && cd "$GIT_DIR" 2>/dev/null && pwd -P)
if [ -n "$COMMON_ABS" ] && [ "$COMMON_ABS" != "$GIT_ABS" ]; then
MAIN_ROOT=$(dirname "$COMMON_ABS")
if [ -d "$MAIN_ROOT" ] && [ "${UNDERSTAND_NO_WORKTREE_REDIRECT:-0}" != "1" ]; then
echo "[understand] Detected git worktree at $PROJECT_ROOT"
echo "[understand] Redirecting output to main repo root: $MAIN_ROOT"
echo "[understand] (Set UNDERSTAND_NO_WORKTREE_REDIRECT=1 to keep PROJECT_ROOT as the worktree.)"
PROJECT_ROOT="$MAIN_ROOT"
fi
fi
fiSet `UNDERSTAND_NO_WORKTREE_REDIRECT=1` if you intentionally want a per-worktree graph (rare — most users want the redirect). 1.5. **Ensure the plugin is built.** Later phases invoke Node scripts that import `@understand-anything/core`. On a fresh install `packages/core/dist/` does not exist yet — build once.
**Important:** do **not** assume the plugin root is simply two directories above the skill path string. In many installations `~/.agents/skills/understand` is a symlink into the real plugin checkout. Prefer runtime-provided plugin roots first (for Claude), then fall back to universal symlinks, skill symlink resolution, and common clone-based install paths.
Resolve the plugin root like this:
SKILL_REAL=$(realpath ~/.agents/skills/understand 2>/dev/null || readlink -f ~/.agents/skills/understand 2>/dev/null || echo "")
SELF_RELATIVE=$([ -n "$SKILL_REAL" ] && cd "$SKILL_REAL/../.." 2>/dev/null && pwd || echo "")
COPILOT_SKILL_REAL=$(realpath ~/.copilot/skills/understand 2>/dev/null || readlink -f ~/.copilot/skills/understand 2>/dev/null || echo "")
COPILOT_SELF_RELATIVE=$([ -n "$COPILOT_SKILL_REAL" ] && cd "
Read more
name: understand description: Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships argument-hint: ["[path] [--full|--auto-update|--no-auto-update|--review|--language <lang>|--exclude <patterns>]"]
/understand
Analyze the current codebase and produce a `knowledge-graph.json` file in the project's data directory (`.ua/`, or the legacy `.understand-anything/` when it already exists). This file powers the interactive dashboard for exploring the project's architecture.
Options
- `$ARGUMENTS` may contain:
- `--full` — Force a full rebuild, ignoring any existing graph
- `--auto-update` — Enable automatic graph updates on commit (writes `autoUpdate: true` to `$UA_DIR/config.json`)
- `--no-auto-update` — Disable automatic graph updates (writes `autoUpdate: false` to `$UA_DIR/config.json`)
- `--review` — Run full LLM graph-reviewer instead of inline deterministic validation
- `--language <lang>` — Generate all textual content (summaries, descriptions, tags, titles, languageNotes, languageLesson) in the specified language. Accepts ISO 639-1 codes (`zh`, `ja`, `ko`, `en`, `es`, `fr`, `de`, etc.) or friendly names (`chinese`, `japanese`, `korean`, `english`, `spanish`, etc.). Locale variants supported: `zh-TW`, `zh-HK`, etc. Defaults to `en` (English). Stores preference in `$UA_DIR/config.json` for consistency across incremental updates.
- `--exclude <patterns>` — Comma-separated glob patterns for additional files/directories to exclude from analysis (e.g., `--exclude "tests/*,docs/*"`). These patterns take highest priority over built-in defaults and `.understandignore` rules. Supports gitignore syntax including `!` negation.
- A directory path (e.g. `/path/to/repo` or `../other-project`) — Analyze the given directory instead of the current working directory
---
Progress Reporting
Throughout execution, report progress to the user at each phase transition and during batch processing. This keeps users informed on large codebases where analysis can take a long time.
- **Phase transitions:** At the start of each phase, print a status line:
> `[Phase N/7] <phase name>...` > > Example: `[Phase 2/7] Analyzing files (12 batches)...`
- **Batch progress:** During Phase 2, report each batch with its index and total:
> `Analyzing batch X/N (files: foo.ts, bar.ts, ...)` (list up to 3 filenames, then `...` if more)
- **Phase completion:** When a phase finishes, briefly confirm:
> `Phase N complete. <one-line summary of result>` > > Example: `Phase 1 complete. Found 247 files across 3 languages.`
---
Phase 0 — Pre-flight
Determine whether to run a full analysis or incremental update.
1. **Resolve `PROJECT_ROOT`:**
- Parse `$ARGUMENTS` for a non-flag token (any argument that does not start with `--`). If found, treat it as the target directory path.
- If the path is relative, resolve it against the current working directory.
- Verify the resolved path exists and is a directory (run `test -d <path>`). If it does not exist or is not a directory, report an error to the user and **STOP**.
- Set `PROJECT_ROOT` to the resolved absolute path.
- If no directory path argument is found, set `PROJECT_ROOT` to the current working directory.
- **Worktree redirect.** If `PROJECT_ROOT` is inside a git worktree (not the main checkout), redirect output to the main repository root. Worktrees managed by Claude Code are ephemeral — the data directory (`.ua/`, or legacy `.understand-anything/`) written there is destroyed when the session ends, taking the knowledge graph with it (issue #133). Detect a worktree by comparing `git rev-parse --git-dir` against `git rev-parse --git-common-dir`; in a normal checkout or submodule they resolve to the same path, in a worktree they differ and the parent of `--git-common-dir` is the main repo root.
COMMON_DIR=$(git -C "$PROJECT_ROOT" rev-parse --git-common-dir 2>/dev/null)
GIT_DIR=$(git -C "$PROJECT_ROOT" rev-parse --git-dir 2>/dev/null)
if [ -n "$COMMON_DIR" ] && [ -n "$GIT_DIR" ]; then
COMMON_ABS=$(cd "$PROJECT_ROOT" && cd "$COMMON_DIR" 2>/dev/null && pwd -P)
GIT_ABS=$(cd "$PROJECT_ROOT" && cd "$GIT_DIR" 2>/dev/null && pwd -P)
if [ -n "$COMMON_ABS" ] && [ "$COMMON_ABS" != "$GIT_ABS" ]; then
MAIN_ROOT=$(dirname "$COMMON_ABS")
if [ -d "$MAIN_ROOT" ] && [ "${UNDERSTAND_NO_WORKTREE_REDIRECT:-0}" != "1" ]; then
echo "[understand] Detected git worktree at $PROJECT_ROOT"
echo "[understand] Redirecting output to main repo root: $MAIN_ROOT"
echo "[understand] (Set UNDERSTAND_NO_WORKTREE_REDIRECT=1 to keep PROJECT_ROOT as the worktree.)"
PROJECT_ROOT="$MAIN_ROOT"
fi
fi
fiSet `UNDERSTAND_NO_WORKTREE_REDIRECT=1` if you intentionally want a per-worktree graph (rare — most users want the redirect). 1.5. **Ensure the plugin is built.** Later phases invoke Node scripts that import `@understand-anything/core`. On a fresh install `packages/core/dist/` does not exist yet — build once.
**Important:** do **not** assume the plugin root is simply two directories above the skill path string. In many installations `~/.agents/skills/understand` is a symlink into the real plugin checkout. Prefer runtime-provided plugin roots first (for Claude), then fall back to universal symlinks, skill symlink resolution, and common clone-based install paths.
Resolve the plugin root like this:
SKILL_REAL=$(realpath ~/.agents/skills/understand 2>/dev/null || readlink -f ~/.agents/skills/understand 2>/dev/null || echo "") SELF_RELATIVE=$([ -n "$SKILL_REAL" ] && cd "$SKILL_REAL/../.." 2>/dev/null && pwd || echo "") COPILOT_SKILL_REAL=$(realpath ~/.copilot/skills/understand 2>/dev/null || readlink -f ~/.copilot/skills/understand 2>/dev/null || echo "") COPILOT_SELF_RELATIVE=$([ -n "$COPILOT_SKILL_REAL" ] && cd "
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
Repo: lum1104/understand-anything
Other skills on understand-anything.
- /understand-chat
Use when you need to ask questions about a codebase or understand code using a knowledge graph
Open skill - /understand-dashboard
Launch the interactive web dashboard to visualize a codebase's knowledge graph
Open skill - /understand-diff
Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
Open skill - /understand-domain
Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.
Open skill - /understand-explain
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
Open skill - /understand-figma
Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component sets, instances, design tokens) with a kind:"design" dashboard.
Open skill

