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analyzing-loaders-and-droppers

meltedinhex/analyst-ai-pack
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Analyzes loader and dropper samples by identifying staging behavior — embedded or downloaded next-stage payloads, decode/decrypt routines, and the execution mechanism used to run the next stage. Activates for requests to analyze a loader or dropper, find a staged payload, or map multi-stage delivery behavior.

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The full skill.

Original instructions from the publisher’s SKILL.md

# Analyzing Loaders and Droppers

## When to Use

- You have a first-stage loader/dropper and need to find the next stage: an embedded resource, an
  appended overlay, or a download URL.
- You need to identify the decode/decrypt routine and the execution mechanism (process creation,
  injection, scheduled task, DLL side-loading).

**Do not use** this to run the loader and fetch live stages — characterize staging statically and
retrieve next stages only in an isolated sandbox.

## Prerequisites

- The loader/dropper sample (read inertly).

## Safety & Handling

- Read bytes statically; defang download URLs; never execute to pull live payloads.

## Workflow

### Step 1: Locate staged payloads

```bash
python scripts/analyst.py stage sample.bin
```

Detects embedded PE/archive signatures, an appended overlay beyond the PE's mapped size, large
high-entropy blobs, and download URLs.

### Step 2: Identify decode/execution mechanism

Scan imports/strings for decode APIs (`CryptDecrypt`, base64), download APIs (`URLDownloadToFile`,
`WinHttp`, `InternetReadFile`), and execution (`CreateProcess`, `ShellExecute`, `WinExec`,
side-loading hints).

### Step 3: Map the delivery chain

Document stage-1 → decode → stage-2 → execution and map each step to ATT&CK.

### Step 4: Defang and report

Defang URLs and produce IOCs for the staging infrastructure.

## Validation

- Embedded/overlay stages are confirmed by signature or entropy, with offsets recorded.
- Download URLs and execution mechanism are identified from imports/strings.
- The multi-stage chain maps cleanly to ATT&CK techniques.

## Pitfalls

- Treating a benign overlay (installer data, signature) as a payload without corroboration.
- Missing stages fetched at runtime when no URL is in plaintext (obfuscated/encoded).
- Confusing the decode routine for the payload itself.

## References

- See [`references/api-reference.md`](references/api-reference.md) for the stager.
- ATT&CK T1105 and T1140 (linked in frontmatter).