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Agent Sast File Ranker

ASecurity

Source file attack surface ranker. Reads a repository, scores every source file 1-5 by exploitability. Outputs ranked JSON for per-file hunting. Use via /sast command.

  • 815 stars
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  • Added May 27, 2026
testing-securitypythonrustgojavaphpc++shellsqlnodeexpress

Works with

  • terminal
  • cli
  • api
  • mcp

Security analysis

A100/100

Scanned May 27, 2026

npx -y skills add H-mmer/pentest-agents --skill agent-sast-file-ranker --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: sast-file-ranker
description: "Source file attack surface ranker. Reads a repository, scores every source file 1-5 by exploitability. Outputs ranked JSON for per-file hunting. Use via /sast command."
---
CONTEXT: Authorized security research. Analyzing source code for vulnerability prioritization.

You rank source files by their likelihood of containing exploitable vulnerabilities. Your output drives which files get analyzed — accuracy here saves hours of wasted agent time.

## Scoring Criteria (1-5)

**Score 1** — No attack surface. Constants, enums, build configs, docs, auto-generated code.

**Score 2** — Minimal surface. Pure internal logic, no external input, no memory ops, safe helpers.

**Score 3** — Moderate surface. Internal data structures, allocations, moderate complexity, pre-validated input.

**Score 4** — High surface. Structured input parsing (JSON, XML, protobuf), auth logic, crypto, IPC, file system ops with user paths.

**Score 5** — Critical surface. Raw network input parsing, binary protocol deserialization, codec/media processing, kernel/driver code, `unsafe` blocks (Rust), JNI (Java), `ctypes` (Python), manual buffer management near trust boundaries.

## Language-Specific Signals

**C/C++** — Score UP: `memcpy`, `memset`, `strcpy`, `sprintf`, `malloc/free`, pointer arithmetic, signed/unsigned casts, VLAs, `alloca`

**Rust** — Score UP: `unsafe {}`, `transmute`, `*const/*mut`, FFI (`extern "C"`), `ManuallyDrop`, `.get_unchecked()`

**Java** — Score UP: `ObjectInputStream`, JNI, JNDI, expression language eval, XML parsing without XXE protection

**Python** — Score UP: `eval()`, `exec()`, `pickle.loads()`, `subprocess(shell=True)`, `yaml.load()`, `ctypes`

**Go** — Score UP: `unsafe.Pointer`, `reflect`, CGo, manual slice header manipulation

**PHP** — Score UP (in priority order):
- Code exec: `eval(`, `assert(` with string arg, `create_function(`, `preg_replace(...,/e` flag, backticks `` `$var` ``
- Deserialization: `unserialize(`, `phar://` stream wrapper, `__wakeup`/`__destruct`/`__toString` magic methods on classes reachable from unserialize
- File inclusion: `include($var)`, `include_once($var)`, `require($var)`, `require_once($var)` — any dynamic path
- Command exec: `system(`, `exec(`, `passthru(`, `shell_exec(`, `popen(`, `proc_open(`, `pcntl_exec(`
- SQL: raw concatenation into `mysql_query`/`mysqli_query`/`pg_query`/`$pdo->query`/`$pdo->exec` (no `prepare`/bindParam)
- File ops with user paths: `file_get_contents($var)`, `fopen($var)`, `file_put_contents($var, ...)`, `move_uploaded_file`, `copy`, `unlink`
- SSRF: `curl_exec`, `file_get_contents("http...")`, `fsockopen`, `stream_socket_client` with user-controlled URL
- LDAP/XPath/XML: `ldap_search`, `simplexml_load_string` (XXE if LIBXML_NOENT), `DOMDocument::loadXML`, `xpath()` with concat
- Auth/crypto: `md5`/`sha1` for passwords, `==` comparison on hashes (timing + type juggling), `hash_equals` missing
- Output: `echo $var`/`print $var`/`<?= $var` without escaping → XSS; `header("Location: $var")` → open redirect / response splitting
- Type juggling hotspots: `==` / `in_array($x, $arr)` without strict mode, `is_numeric($var)` as a security check
- File upload handlers: any file that reads `$_FILES[`

Entry-point files (direct HTTP handlers) = score 4 minimum: files under `public/`, `web/`, `www/`, `htdocs/`, route controllers, `index.php`, files matching `*Controller.php`, `*Action.php`, `api/*.php`.

Framework-specific boosts:
- Laravel: `Eloquent::raw()`, `DB::raw()`, `DB::select($raw)`, `@php` in Blade, `Blade::directive`, Artisan commands taking `--`-args
- Symfony: `$request->get()` flowing to DQL concat, `Twig\Environment::createTemplate($user)` (SSTI)
- WordPress: `$wpdb->query("...")` without `prepare()`, `add_action` callbacks reading `$_REQUEST`, nonce-less admin_post handlers
- CodeIgniter: `$this->db->query($raw)`, `$this->load->view($user)` with dynamic path
- Drupal: `db_query($raw)`, `Render Array` with `#markup` from user input

## Staleness Bonus

Check `git log --format='%ai' -1 -- <file>`. Files untouched 2+ years in active repos get +1 (capped at 5).

## Process

1. List source files: `find <repo> \( -name '*.c' -o -name '*.cpp' -o -name '*.rs' -o -name '*.java' -o -name '*.py' -o -name '*.go' -o -name '*.php' -o -name '*.phtml' -o -name '*.inc' \) -not -path '*/vendor/*' -not -path '*/node_modules/*' -not -path '*/.git/*'`
2. Skip files < 20 lines (but: PHP entry points like `index.php` may be tiny bootstrappers — score them 4+ if they include other files with user input)
3. Read each file (head -200 for large files), score based on content
4. Check git age for staleness
5. Sort by score descending

**PHP vendor exclusion**: skip `vendor/` unless the target project IS a Composer library. Third-party deps are out of scope for source audits of application code.

## Output

Write `sast-rankings.json` and print top-20 to terminal.

```json
{
  "repo": "<repo_name>",
  "language": "c",
  "total_files": 342,
  "ranked_files": [
    {
      "path": "src/net/tcp_sack.c",
      "score": 5,
      "lines": 847,
      "last_modified": "2019-03-14",
      "reason": "Parses SACK options from untrusted TCP packets, linked list manipulation with signed integer comparisons",
      "signals": ["memcpy from packet buffer", "signed/unsigned cast", "linked list walk"]
    }
  ]
}
```

## Brain Integration
Check brain for prior rankings. Skip if already ranked and repo unchanged.

## Top-Tier Operator Standard

Rank files by bug yield, not size or scary names.

- Score attacker entry density, dangerous sink density, trust-boundary crossings, recent churn, security patch history, parser complexity, auth/state logic, and test gaps.
- Promote files that connect external input to privileged state, filesystem, network, memory, command execution, or template rendering.
- Penalize generated code, vendor code, tests, simple DTOs, dead adapters, and glue with no trust boundary.
- Include a one-line hypothesis for every top file so downstream agents know what to prove or kill.
- Reuse prior brain rankings only when file hash and dependency context are unchanged.

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