understand
Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
Install / Use
npx skills add Egonex-AI/Understand-Anything --skill understandInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Our assessment of understand
understand scores 91/100 on our quality scale, 110th of 1,453 Development & Engineering skills we index (top 8%).
Its SKILL.md is 57 KB long, well organised into 23 sections with 9 code examples: long enough that it reads more like full documentation than a focused instruction file, which agents can find harder to follow.
With 84,018 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 12 days ago, so understand is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
understand compared with similar skills
All 4 of these similar skills score higher than understand; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| understand (this skill)by Egonex-AI | 91 | 84.0k | 12d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 43.9k | 3d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 5d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
Frequently asked questions
- How do I install understand?
- Run
npx skills add Egonex-AI/Understand-Anything --skill understand. The install tabs above show the steps for each supported agent. - Which AI agents does understand work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is understand safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is understand still maintained?
- The repository was last updated 12 days ago, so understand is actively maintained.
Skill content
View source on GitHubname: 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
$ARGUMENTSmay contain:--full— Force a full rebuild, ignoring any existing graph--auto-update— Enable automatic graph updates on commit (writesautoUpdate: trueto$UA_DIR/config.json)--no-auto-update— Disable automatic graph updates (writesautoUpdate: falseto$UA_DIR/config.json)--review— Run full LLM graph-reviewer instead of inline deterministic validation--language <lang>— Generate all textual content (summaries, descriptions, tags, titles, languageNotes, languageLesson) in the specified language. Accepts ISO 639-1 codes (zh,ja,ko,en,es,fr,de, etc.) or friendly names (chinese,japanese,korean,english,spanish, etc.). Locale variants supported:zh-TW,zh-HK, etc. Defaults toen(English). Stores preference in$UA_DIR/config.jsonfor 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.understandignorerules. Supports gitignore syntax including!negation.- A directory path (e.g.
/path/to/repoor../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.
-
Resolve
PROJECT_ROOT:-
Parse
$ARGUMENTSfor a non-flag token (any argument that does not start with--). If found, treat it as the target directory path.- If the path is relative, resolve it against the current working directory.
- Verify the resolved path exists and is a directory (run
test -d <path>). If it does not exist or is not a directory, report an error to the user and STOP. - Set
PROJECT_ROOTto the resolved absolute path.
-
If no directory path argument is found, set
PROJECT_ROOTto the current working directory. -
Worktree redirect. If
PROJECT_ROOTis inside a git worktree (not the main checkout), redirect output to the main repository root. Worktrees managed by Claude Code are ephemeral — the data directory (.ua/, or legacy.understand-anything/) written there is destroyed when the session ends, taking the knowledge graph with it (issue #133). Detect a worktree by comparinggit rev-parse --git-diragainstgit rev-parse --git-common-dir; in a normal checkout or submodule they resolve to the same path, in a worktree they differ and the parent of--git-common-diris the main repo root.COMMON_DIR=$(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=1if 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 installpackages/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/understandis 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 "$COPILOT_SKILL_REAL" ] && cd "$COPILOT_SKILL_REAL/../.." 2>/dev/null && pwd || echo "") PLUGIN_ROOT="" for candidate in \ "${CLAUDE_PLUGIN_ROOT}" \ "$HOME/.understand-anything-plugin" \ "$SELF_RELATIVE" \ "$COPILOT_SELF_RELATIVE" \ "$HOME/.codex/understand-anything/understand-anything-plugin" \ "$HOME/.opencode/understand-anything/understand-anything-plugin" \ "$HOME/.pi/understand-anything/understand-anything-plugin" \ "$HOME/understand-anything/understand-anything-plugin"; do if [ -n "$candidate" ] && [ -f "$candidate/package.json" ] && [ -f "$candidate/pnpm-workspace.yaml" ]; then PLUGIN_ROOT="$candidate" break fi done if [ -z "$PLUGIN_ROOT" ]; then echo "Error: Cannot find the understand-anything plugin root." echo "Checked:" echo " - ${CLAUDE_PLUGIN_ROOT:-<unset CLAUDE_PLUGIN_ROOT>}" echo " - $HOME/.understand-anything-plugin" echo " - ${SELF_RELATIVE:-<unresolved path derived from ~/.agents/skills/understand>}" echo " - ${COPILOT_SELF_RELATIVE:-<unresolved path derived from ~/.copilot/skills/understand>}" echo " - $HOME/.codex/understand-anything/understand-anything-plugin" echo " - $HOME/.opencode/understand-anything/understand-anything-plugin" echo " - $HOME/.pi/understand-anything/understand-anything-plugin" echo " - $HOME/understand-anything/understand-anything-plugin" echo "Make sure the plugin is installed correctly." exit 1 fi if [ ! -f "$PLUGIN_ROOT/packages/core/dist/index.js" ]; then cd "$PLUGIN_ROOT" && (pnpm install --frozen-lockfile 2>/dev/null || pnpm install) && pnpm --filter @understand-anything/core build fiIf
pnpmis missing, report to the user: "Install Node.js ≥ 22 and pnpm ≥ 10, then re-run/understand." -
1.7. Resolve the data directory $UA_DIR. All Understand-Anything artifacts live in the project's data directory. Resolve it once, now that $PROJECT_ROOT is known, and reuse $UA_DIR for every read and write in later phases:
UA_DIR="$PROJECT_ROOT/$([ -d "$PROJECT_ROOT/.understand-anything" ] && echo .understand-anything || echo .ua)"
This keeps the legacy .understand-anything/ directory when it already exists (existing projects keep working with no migration) and uses the new .ua/ otherwise. Because each phase may run in a fresh shell, treat $UA_DIR — like $PROJECT_ROOT — as a value you carry forward and substitute; re-resolve it with the line above if a later command block needs it in a new shell.
- Get the current git commit hash:
git rev-parse HEAD - Create the intermediate and temp output directories:
mkdir -p "$UA_DIR/intermediate" mkdir -p "$UA_DIR/tmp"
3.1. Purge stale trash dirs. Phase 7 cleanup mvs scratch dirs into .trash-<timestamp>/ rather than rm -rfing them directly (see issue #301), so that destructive-action gates on hardened hosts don't trip on just-created paths. Reclaim the space here once the trash is older than 7 days — by this point any freshness-window check has long since stopped caring about those dirs:
find "$UA_DIR/" -maxdepth 1 -type d -name '.trash-*' -mtime +7 -exec rm -rf {} + 2>/dev/null || true
3.5. Auto-update configuration:
- If --auto-update is in $ARGUMENTS: write {"autoUpdate": true} to $UA_DIR/config.json
- If --no-auto-update is in $ARGUMENTS: write {"autoUpdate": false} to $UA_DIR/config.json
- These flags only set the config — analysis proceeds normally regardless.
3.6. Language configuration:
- Parse $ARGUMENTS for --language <lang> flag. If found, extract the language code.
- Language code normalization: Map friendly names to ISO codes:
- chinese → zh, japanese → ja, korean → ko, english → en, spanish → es, french → fr, german → de, portuguese → pt, russian → ru, arabic → ar, etc.
- Locale variants: zh-TW, zh-HK, zh-CN, pt-BR, etc. are preserved as-is.
- If --language is NOT specified:
- Stored preference wins. If $UA_DIR/config.json has an outputLanguage field, set $OUTPUT_LANGUAGE to it and skip the rest.
- Otherwise detect (first run only). Infer the predominant language of the user's conversation as an ISO 639-1 code ($DETECTED_LANG). If it is en or cannot be confidently determined, set $OUTPUT_LANGUAGE=en and proceed silently — no prompt (English users see no change).
- If $DETECTED_LANG ≠ en, confirm once before analyzing: tell the user you detected <language> and ask whether to generate all content in it; they press Enter/"yes" to accept, or type another language code/name to override (normalize via the friendly-name map above). If running non-interactively (no reply possible), skip the wait, use $DETECTED_LANG, and print a one-line notice instead of blocking.
- Persist the resolved $OUTPUT_LANGUAGE (including en) into config.json so it never re-prompts for this project.
- If --language IS specified:
- Update $UA_DIR/config.json with the new language: merge {"outputLanguage": "<lang>"} into existing config.
- Store as $OUTPUT_LANGUAGE for use throughout all phases.
- Language directive template: Store as $LANGUAGE_DIRECTIVE:
markdown > **Language directive**: Generate all textual content (summaries, descriptions, tags, titles, languageNotes, languageLesson) in **{language}**. Maintain technical accuracy while using natural, native-level phrasing in the target language. Keep technical terms in English when no standard translation exists (e.g., "middleware", "hook", "barrel").
3.7. Exclude patterns:
- Parse $ARGUMENTS for --exclude <patterns> flag. If found, extract the comma-separated patterns string.
- Split on commas, trim whitespace from each pattern, and filter out empty entries.
- St
Truncated for display — read the full file on GitHub.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
