> ## Documentation Index
> Fetch the complete documentation index at: https://docs.endorlabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# ai-audit

> Process AI coding agent hook events for Coding Agent Governance.

export const YamlTable = ({children, data: propData, content}) => {
  const KV_RE = /^([A-Za-z][A-Za-z0-9_()/#\s-]+?):\s*(.+)$/;
  const INLINE_MD_RE = /(\[([^\]]+)\]\(([^)]+)\))|(`([^`]+)`)|(\*\*([^*]+)\*\*)|(\*([^*]+)\*)/g;
  const YES_RE = /^-yes-$/i;
  const NO_RE = /^-no-$/i;
  const LIMITED_RE = /^-(limited|partial)-$/i;
  const NA_RE = /^-(na|none)-$/i;
  const NA2_RE = /^-na2-$/i;
  const SIMPLE_TAG_RE = /(<br\s*\/?>)|(<p\s*\/?>)|(-note-)|(-warning-)/gi;
  const tryParseKV = trimmed => {
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      key: m[1],
      value: m[2].trim()
    } : null;
  };
  const registerKey = (key, seenKeys, orderedKeys) => {
    if (!seenKeys.has(key)) {
      orderedKeys.push(key);
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  const flushEntry = (currentEntry, entries) => {
    if (Object.keys(currentEntry).length > 0) entries.push(currentEntry);
  };
  const parseDashPrefixed = (lines, entries, orderedKeys, seenKeys) => {
    let currentEntry = {};
    let inEntry = false;
    for (const line of lines) {
      const trimmed = line.trim();
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        if (inEntry) entries.push(currentEntry);
        currentEntry = {};
        inEntry = true;
        const kv = tryParseKV(trimmed.substring(2).trim());
        if (kv) {
          registerKey(kv.key, seenKeys, orderedKeys);
          currentEntry[kv.key] = kv.value;
        }
      } else if (inEntry && trimmed !== '') {
        const kv = tryParseKV(trimmed);
        if (kv) {
          registerKey(kv.key, seenKeys, orderedKeys);
          currentEntry[kv.key] = kv.value;
        }
      }
    }
    flushEntry(currentEntry, entries);
  };
  const parseBlankSeparated = (lines, entries, orderedKeys, seenKeys) => {
    let currentEntry = {};
    let inEntry = false;
    for (const line of lines) {
      const trimmed = line.trim();
      if (trimmed === '') {
        if (inEntry) {
          flushEntry(currentEntry, entries);
          currentEntry = {};
          inEntry = false;
        }
        continue;
      }
      const kv = tryParseKV(trimmed);
      if (!kv) continue;
      const isNewEntry = !line.startsWith(' ') && !line.startsWith('\t');
      if (isNewEntry && inEntry && Object.keys(currentEntry).length > 0) {
        entries.push(currentEntry);
        currentEntry = {};
      }
      registerKey(kv.key, seenKeys, orderedKeys);
      currentEntry[kv.key] = kv.value;
      inEntry = true;
    }
    flushEntry(currentEntry, entries);
  };
  const normalizeEntries = (entries, orderedKeys) => entries.map(entry => {
    const filled = {};
    for (const key of orderedKeys) filled[key] = entry[key] || '';
    return filled;
  });
  const parseYamlTableContent = contentStr => {
    if (!contentStr) return [];
    const entries = [];
    const orderedKeys = [];
    const seenKeys = new Set();
    const lines = contentStr.split('\n');
    if (lines.some(line => line.trim().startsWith('- '))) {
      parseDashPrefixed(lines, entries, orderedKeys, seenKeys);
    } else {
      parseBlankSeparated(lines, entries, orderedKeys, seenKeys);
    }
    return normalizeEntries(entries, orderedKeys);
  };
  const processText = text => {
    if (!text) return text;
    const parts = [];
    let keyIndex = 0;
    let lastIndex = 0;
    let match;
    while ((match = INLINE_MD_RE.exec(text)) !== null) {
      if (match.index > lastIndex) parts.push(text.slice(lastIndex, match.index));
      if (match[1]) {
        parts.push(<a key={keyIndex++} href={match[3]}>{match[2]}</a>);
      } else if (match[4]) {
        parts.push(<code key={keyIndex++}>{match[5]}</code>);
      } else if (match[6]) {
        parts.push(<strong key={keyIndex++}>{match[7]}</strong>);
      } else if (match[8]) {
        parts.push(<em key={keyIndex++}>{match[9]}</em>);
      }
      lastIndex = match.index + match[0].length;
    }
    if (lastIndex < text.length) parts.push(text.slice(lastIndex));
    if (parts.length === 0) return text;
    const keyRef = {
      current: keyIndex
    };
    return expandHtmlTags(parts, keyRef);
  };
  const processBadges = text => {
    if (!text || typeof text !== 'string') return text;
    if (YES_RE.test(text)) return <span className="yt-badge-yes" role="img" aria-label="Supported" title="Supported">✓</span>;
    if (NO_RE.test(text)) return <span className="yt-badge-no" role="img" aria-label="Not supported" title="Not supported">✗</span>;
    if (LIMITED_RE.test(text)) return <span className="yt-badge-limited" role="img" aria-label="Partially supported" title="Partially supported">◐</span>;
    if (NA_RE.test(text) || NA2_RE.test(text)) return <span className="yt-sr-only" title="Not applicable">Not applicable</span>;
    return processText(text);
  };
  const cellClassName = text => {
    if (!text || typeof text !== 'string') return undefined;
    if (NA_RE.test(text)) return 'yt-cell-na';
    if (NA2_RE.test(text)) return 'yt-cell-na2';
    return undefined;
  };
  const expandSimpleTags = (str, keyRef) => {
    const result = [];
    let last = 0;
    SIMPLE_TAG_RE.lastIndex = 0;
    let m;
    while ((m = SIMPLE_TAG_RE.exec(str)) !== null) {
      if (m.index > last) result.push(str.slice(last, m.index));
      if (m[1]) {
        result.push(<br key={keyRef.current++} />);
      } else if (m[2]) {
        result.push(<br key={keyRef.current++} />, <br key={keyRef.current++} />);
      } else if (m[3]) {
        result.push(<span key={keyRef.current++} className="yt-badge-note" style={{
          fontWeight: 600
        }}>Note: </span>);
      } else if (m[4]) {
        result.push(<span key={keyRef.current++} className="yt-badge-warning" style={{
          fontWeight: 600
        }}>Warning: </span>);
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      last = m.index + m[0].length;
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  const expandHtmlTags = (chunks, keyRef) => {
    const out = [];
    for (const chunk of chunks) {
      if (typeof chunk === 'string') {
        out.push(...expandSimpleTags(chunk, keyRef));
      } else {
        out.push(chunk);
      }
    }
    return out;
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  const extractText = node => {
    if (node === null || node === undefined) return '';
    if (typeof node === 'string') return node;
    if (typeof node === 'number') return String(node);
    if (typeof node === 'boolean') return '';
    if (Array.isArray(node)) return node.map(extractText).join('');
    if (node && typeof node === 'object' && node.type) {
      const props = node.props || ({});
      if (typeof props.children === 'string') return props.children;
      if (props.children) return extractText(props.children);
      return '';
    }
    return String(node || '');
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  const [mounted, setMounted] = useState(false);
  useEffect(() => {
    setMounted(true);
  }, []);
  const data = useMemo(() => {
    if (propData) return propData;
    if (content && typeof content === 'string') return parseYamlTableContent(content);
    if (!children) return [];
    if (typeof children === 'string') return parseYamlTableContent(children);
    const childrenArray = Array.isArray(children) ? children : [children];
    return parseYamlTableContent(childrenArray.map(extractText).join('').trim());
  }, [children, propData, content]);
  const columns = useMemo(() => {
    if (!data || data.length === 0) return [];
    const firstRow = data[0];
    if (!firstRow || typeof firstRow !== 'object') return [];
    return Object.keys(firstRow);
  }, [data]);
  if (!mounted) return null;
  if (!data || data.length === 0) return null;
  const rowKey = row => columns.map(c => row[c] || '').join('|');
  return <table>
      <thead>
        <tr>
          {columns.map(col => <th key={col}>{col.replaceAll('_', ' ')}</th>)}
        </tr>
      </thead>
      <tbody>
        {data.map(row => <tr key={rowKey(row)}>
            {columns.map(col => <td key={col} className={cellClassName(row[col])}>{processBadges(row[col])}</td>)}
          </tr>)}
      </tbody>
    </table>;
};

The command `endorctl ai-audit` processes AI coding agent hook events for [Coding Agent Governance](/agent-governance). You do not run it interactively. A hook configuration installed on a developer machine invokes it once per hook event. The agent passes the event as JSON on standard input, and the command writes the agent-specific response, such as an allow or deny decision, to standard output.

See [Deploy hooks for Cursor](/agent-governance/cursor), [Claude Code](/agent-governance/claude-code), [Codex](/agent-governance/codex), and [GitHub Copilot](/agent-governance/copilot) to install the hook configurations that run this command.

## Usage

Each supported agent has a subcommand that understands that agent's hook payload format.

```bash theme={null}
endorctl ai-audit <agent>
```

<YamlTable>
  {`
    - Subcommand: \`claudecode\`
    Processes: Claude Code hook events
    - Subcommand: \`cursor\`
    Processes: Cursor hook events
    - Subcommand: \`codex\`
    Processes: Codex CLI hook events
    - Subcommand: \`copilot\`
    Processes: GitHub Copilot hook events, from the Copilot CLI and VS Code agent mode
    `}
</YamlTable>

A typical hook configuration entry runs the command with explicit connection flags.

```bash theme={null}
endorctl --api $ENDOR_API --namespace $ENDOR_NAMESPACE --api-key $ENDOR_API_CREDENTIALS_KEY --api-secret $ENDOR_API_CREDENTIALS_SECRET ai-audit cursor
```

## Authentication

`endorctl ai-audit` authenticates with an API key and secret issued for the **AI Audit User** role. See [Prerequisites for Coding Agent Governance](/agent-governance/prerequisites) to create the key.

<YamlTable>
  {`
    - Setting: API endpoint
    Flag: \`--api\`
    Environment variable: \`ENDOR_API\`
    - Setting: Namespace
    Flag: \`--namespace\`
    Environment variable: \`ENDOR_NAMESPACE\`
    - Setting: API key
    Flag: \`--api-key\`
    Environment variable: \`ENDOR_API_CREDENTIALS_KEY\`
    - Setting: API secret
    Flag: \`--api-secret\`
    Environment variable: \`ENDOR_API_CREDENTIALS_SECRET\`
    `}
</YamlTable>

Unlike other endorctl commands, `ai-audit` ignores `ENDOR_TOKEN` when API key credentials are present, so hooks keep working in shells that already exported a token. Older versions of endorctl failed on the mixed credentials, so don't export `ENDOR_TOKEN` in the hook environment. See [endorctl exit codes](/best-practices/troubleshooting/endorctl-exitcodes) for the related authentication failure.

## Behavior

The command has the following runtime behavior:

* **Local policy evaluation**: The command evaluates each event against the policy snapshot in `~/.endorctl/aigovernance/endor-policies.jsonl`. The snapshot refreshes from your namespace at session start, so pattern-based enforcement needs no network round-trip per event. Malware policies are the exception, querying the malware feed per matching install. See [Local policy cache](/agent-governance/policies#local-policy-cache).
* **Fails open**: If the command cannot run, or cannot reach the Endor Labs API for a malware verdict, it allows the action rather than blocking the agent. An unparseable policy snapshot falls back to the built-in system policies.
* **Bounded latency**: Each invocation limits itself to 5 seconds, then fails open, so a backend outage cannot stall the agent.

## Environment variables

For an audit-only rollout, set `ENDOR_AI_AUDIT_NO_BLOCKING=true` in the environment of the hook, as shown in the deploy configuration for each agent. It downgrades every Block action to Alert at evaluation time, so policies record violations without denying actions.

## Related information

The following pages cover the feature this command serves:

* [Coding Agent Governance](/agent-governance) for what the hooks capture and enforce.
* [How Coding Agent Governance works](/agent-governance/how-it-works) for the event lifecycle and the data sent to Endor Labs.
* [Deploy Coding Agent Governance with MDM](/agent-governance/mdm-deployment) to generate hook configurations for managed fleets.