Forgetful Repo Encoding
ScottRBK/forgetful
Encodes a repository into the Forgetful knowledge base as a project, entities, atomic memories and documents, so a second run updates instead of duplicating.
Gives an in-depth explanation of one file, function or module by reading the project's knowledge graph and checking that the graph is still fresh.
$ npx skills add Egonex-AI/Understand-Anything --skill understand-explain -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Egonex-AI/Understand-Anything understand-explain --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Egonex-AI/Understand-Anything.git skills-src && mkdir -p .claude/skills && cp -r skills-src/understand-anything-plugin/skills/understand-explain .claude/skills/understand-explain && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "understand-explain" agent skill from https://github.com/Egonex-AI/Understand-Anything/tree/main/understand-anything-plugin/skills/understand-explain into .claude/skills/understand-explain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-explain", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Egonex-AI/Understand-Anything/tree/main/understand-anything-plugin/skills/understand-explainType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Egonex-AI/Understand-Anything --skill understand-explain -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Egonex-AI/Understand-Anything understand-explain --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Egonex-AI/Understand-Anything.git skills-src && mkdir -p .agents/skills && cp -r skills-src/understand-anything-plugin/skills/understand-explain .agents/skills/understand-explain && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "understand-explain" agent skill from https://github.com/Egonex-AI/Understand-Anything/tree/main/understand-anything-plugin/skills/understand-explain into .agents/skills/understand-explain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-explain", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Egonex-AI/Understand-Anything --skill understand-explain -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Egonex-AI/Understand-Anything understand-explain --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Egonex-AI/Understand-Anything.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/understand-anything-plugin/skills/understand-explain .cursor/skills/understand-explain && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "understand-explain" agent skill from https://github.com/Egonex-AI/Understand-Anything/tree/main/understand-anything-plugin/skills/understand-explain into .cursor/skills/understand-explain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-explain", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Egonex-AI/Understand-Anything.git --path understand-anything-plugin/skills/understand-explain--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Egonex-AI/Understand-Anything --skill understand-explain -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Egonex-AI/Understand-Anything understand-explain --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Egonex-AI/Understand-Anything.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/understand-anything-plugin/skills/understand-explain .gemini/skills/understand-explain && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "understand-explain" agent skill from https://github.com/Egonex-AI/Understand-Anything/tree/main/understand-anything-plugin/skills/understand-explain into .gemini/skills/understand-explain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-explain", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Egonex-AI/Understand-Anything understand-explainInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Egonex-AI/Understand-Anything --skill understand-explain -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Egonex-AI/Understand-Anything.git skills-src && mkdir -p .github/skills && cp -r skills-src/understand-anything-plugin/skills/understand-explain .github/skills/understand-explain && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "understand-explain" agent skill from https://github.com/Egonex-AI/Understand-Anything/tree/main/understand-anything-plugin/skills/understand-explain into .github/skills/understand-explain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-explain", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Egonex-AI/Understand-Anything --skill understand-explain -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Egonex-AI/Understand-Anything understand-explain --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Egonex-AI/Understand-Anything.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/understand-anything-plugin/skills/understand-explain .opencode/skills/understand-explain && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "understand-explain" agent skill from https://github.com/Egonex-AI/Understand-Anything/tree/main/understand-anything-plugin/skills/understand-explain into .opencode/skills/understand-explain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "understand-explain", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
understand-explainGives an in-depth explanation of one file, function or module by reading the project's knowledge graph and checking that the graph is still fresh.
This slash command, /understand-explain, produces a thorough explanation of a single code component using a knowledge graph the project already holds. The graph is JSON with a project record, nodes for files, functions, classes, modules and concepts as well as config, services, tables and domain items, edges such as imports, calls and depends_on, and layers and a guided tour. If the graph file is missing, the agent tells you to run /understand first.
To save context it searches the JSON with Grep before reading anything, reads only the sections it needs and follows imports and calls to trace dependency chains. It resolves the data directory, using the legacy .understand-anything folder when present and .ua otherwise, and checks freshness by comparing the graph's recorded git commit with HEAD, looking only at changes inside the project path so that commits to a sibling monorepo project do not make the graph stale.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit ffa2f0a. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Understand Explain loads about 1.3k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 637 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Egonex-AI/Understand-Anything at commit ffa2f0a, republished under its MIT licence (© Egonex-AI). 637 words, ~1,250 tokens.
.claude/skills/understand-explain/SKILL.md (or your agent's skills folder).Provide a thorough, in-depth explanation of a specific code component.
The knowledge graph JSON has this structure:
project — {name, description, languages, frameworks, analyzedAt, gitCommitHash}nodes[] — each has {id, type, name, filePath?, summary, tags[], complexity, languageNotes?}file:path, function:path:name, config:path, article:pathedges[] — each has {source, target, type, direction, weight}layers[] — each has {id, name, description, nodeIds[]}tour[] — each has {order, title, description, nodeIds[]}Resolve the data directory $UA_DIR. Run UA_DIR=$([ -d .understand-anything ] && echo .understand-anything || echo .ua) — this is the legacy .understand-anything/ when it already exists, otherwise the new .ua/. Check that $UA_DIR/knowledge-graph.json exists. If not, tell the user to run /understand first.
Check graph freshness before using graph-derived context:
project.gitCommitHash from the graph metadata as GRAPH_COMMIT_RAW. Resolve it as a commit before using it in any Git diff, then compare it with git rev-parse HEAD and inspect project-scoped committed and working-tree changes from the project root:GRAPH_COMMIT=$(git rev-parse --verify --end-of-options "${GRAPH_COMMIT_RAW}^{commit}" 2>/dev/null)
git rev-parse HEAD
git diff --name-only "$GRAPH_COMMIT" HEAD -- .
git diff --cached --name-only -- .
git diff --name-only -- .
git ls-files --others --exclude-standard -- .-- . pathspec is required: commits that only touch a sibling monorepo project must not make this graph stale. A hash mismatch alone is not stale when the project diff is empty..ua/ or legacy .understand-anything/) in every command's output because it contains generated graph artifacts, not project source drift./understand to refresh the graph.GRAPH_COMMIT_RAW resolves successfully. If the graph commit or Git metadata is missing, invalid, or unavailable, give a brief best-effort warning and continue instead of blocking.Find the target node — use Grep to search the knowledge graph for the component: "$ARGUMENTS"
src/auth/login.ts): search for "filePath" matchessrc/auth/login.ts:verifyToken): search for the function name in "name" fields filtered by the file pathid, type, summary, tags, and complexityFind all connected edges — Grep for the target node's ID in the edges section:
"source" matches → things this node calls/imports/depends on (outgoing)"target" matches → things that call/import/depend on this node (incoming)Read connected nodes — for each connected node ID from step 4, Grep for those IDs in the nodes section to get their name, summary, and type. This builds the component's neighborhood.
Identify the layer — Grep for the target node's ID in the "layers" section to find which architectural layer it belongs to and that layer's description.
Read the actual source file — Read the source file at the node's filePath for the deep-dive analysis.
Explain the component in context:
contains edges)© Egonex-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in understand-anything-plugin/skills/understand-explain of Egonex-AI/Understand-Anything.
Open the folder on GitHubat commit ffa2f0a
Understand Explain next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Understand Explain this skillEgonex-AI/Understand-Anything | 86k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Forgetful Repo EncodingScottRBK/forgetful | 301 | — | ~1k | Automated safety check: Pass | MIT | |
| Explore Codebase with Graphtirth8205/code-review-graph | 32k | 1 repos | ~335 | Automated safety check: Pass | MIT | |
| Acquire Codebase Knowledgegithub/awesome-copilot | 40k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Compasscrabbuild/compass | 169 | — | ~5k | Automated safety check: Pass | Custom licence | |
| Dossier Collectruvnet/ruflo | 74k | — | ~1.1k | Automated safety check: Notes | MIT |
ScottRBK/forgetful
Encodes a repository into the Forgetful knowledge base as a project, entities, atomic memories and documents, so a second run updates instead of duplicating.
tirth8205/code-review-graph
Navigates a codebase through the code-review-graph MCP tools: architecture overview, symbol search, caller and callee tracing, flows and oversized functions.
github/awesome-copilot
Maps an unfamiliar codebase into seven evidence-backed documents in docs/codebase/, using a scan script and templates, for onboarding or architecture write-ups.
crabbuild/compass
A skill your agent uses for graph-first AI coding sessions and repository analysis: session initialization, architecture maps, dependency or call-graph tracing, symbol and repository search…
ruvnet/ruflo
Build a graph-structured dossier on a seed entity via parallel fan-out + recursive expansion across web, memory, knowledge-graph, codebase, ADR index, and git intel
tirth8205/code-review-graph
Reviews a pull request or branch diff with a code knowledge graph and produces a structured review that includes blast-radius analysis.
Egonex-AI/Understand-Anything
Answers questions about a codebase by searching a prebuilt knowledge graph of its files, functions, classes and dependencies, not by rereading every source file.
Egonex-AI/Understand-Anything
Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.
Egonex-AI/Understand-Anything
Writes an onboarding guide for new team members from a project's existing knowledge graph, after checking that the graph still matches the current commit.
Egonex-AI/Understand-Anything
Extracts business domains, flows and process steps from a codebase and produces an interactive horizontal flow graph, reusing an existing knowledge graph when one exists.
Egonex-AI/Understand-Anything
Scans a Figma file through the Figma REST API and builds an interactive knowledge graph of its pages, screens, components and tokens for the design dashboard.
Egonex-AI/Understand-Anything
Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.
Works with
Categories
Gives an in-depth explanation of one file, function or module by reading the project's knowledge graph and checking that the graph is still fresh. This slash command, /understand-explain, produces a thorough explanation of a single code component using a knowledge graph the project already holds. The graph is JSON with a project record, nodes for files, functions, classes, modules and concepts as well as config, services, tables and domain items, edges such as imports, calls and depends_on, and layers and a guided tour.
Understand Explain fits situations like: getting a deep-dive explanation of a specific file, function or module; understanding how one component connects to the rest of the codebase; tracing the imports and calls around a piece of code.
Run `npx skills add Egonex-AI/Understand-Anything --skill understand-explain -a claude-code`. Or copy the skill folder (understand-anything-plugin/skills/understand-explain in Egonex-AI/Understand-Anything) into .claude/skills/understand-explain in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Egonex-AI/Understand-Anything --skill understand-explain -a codex`. Or copy the skill folder (understand-anything-plugin/skills/understand-explain in Egonex-AI/Understand-Anything) into .agents/skills/understand-explain in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Egonex-AI/Understand-Anything --skill understand-explain -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/understand-explain, .gemini/skills/understand-explain, .github/skills/understand-explain and .opencode/skills/understand-explain in your project.
Going by SKILL.md and its folder, Understand Explain needs the command-line tools its instructions call (git). Our summary lists: A knowledge graph created earlier with /understand.
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Understand Explain is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Understand Explain: Forgetful Repo Encoding (ScottRBK/forgetful, 301 stars), Explore Codebase with Graph (tirth8205/code-review-graph, 32k stars), Acquire Codebase Knowledge (github/awesome-copilot, 40k stars) and Compass (crabbuild/compass, 169 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Egonex-AI (a GitHub organization) maintains it in Egonex-AI/Understand-Anything, which has 85,709 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 9, 2026.
Source: Egonex-AI/Understand-Anything on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.