Diff Scanning With Aws Security Agent logo

Diff Scanning With Aws Security Agent

OrganizationPopular
aws
diff-scanning-with-aws-security-agent

Run a fast AWS Security Agent diff scan on only the changed code since a git ref. Use when the user asks to scan changes, run a diff scan, check what changed for security issues, scan before committing, scan before PR, or any pre-commit/pre-push security check.

Overview

Publisheraws
Repositoryagent-toolkit-for-aws
Skill namediff-scanning-with-aws-security-agent
Stars
2.7K
Forks
311
Bundled files
Instructions only
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by aws on GitHub. Read the source before you install it.

Installation

Install the Diff Scanning With Aws Security Agent AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/aws/agent-toolkit-for-aws.git /tmp/agent-toolkit-for-aws
mkdir -p .claude/skills
cp -r /tmp/agent-toolkit-for-aws/plugins/aws-agents-for-devsecops/skills/diff-scanning-with-aws-security-agent .claude/skills/diff-scanning-with-aws-security-agent
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Diff Scanning With Aws Security Agent in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Diff Scanning With Aws Security Agent on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Diff Scanning With Aws Security Agent is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

AWS Security Agent — Diff Scan

Scan only the code that changed since a git ref. Faster than a full scan — focuses findings on the diff. No prior full scan needed.

Local state

Read .security-agent/config.json for agent_space_id and region. If missing, run the setup-security-agent workflow inline first.

Track scans in .security-agent/scans.json.

Resolving the values you need

PlaceholderHow to resolve
<id> (agent space)config.agent_space_id
<region>config.region (default us-east-1)
<account>aws sts get-caller-identity --query Account --output text
<role-arn>arn:aws:iam::<account>:role/SecurityAgentScanRole
<bucket>security-agent-scans-<account>-<region>
<WORKSPACE_ID>printf '%s' "$(pwd)" | md5sum | cut -c1-12

Workflow

  1. Pre-scan checks. Same as full scan — read config, verify agent space, resolve values, generate workspace ID.

  2. Ask what to scan against:

    • Uncommitted changes → BASE_REF=HEAD (default)
    • Branch vs main → BASE_REF=main
    • Custom ref → user provides
  3. Generate diff (fail fast if empty):

    bash
    cd <absolute-workspace-path>
    if [ "$BASE_REF" = "HEAD" ]; then
      git diff HEAD > /tmp/diff.patch
    else
      git diff "$BASE_REF..HEAD" > /tmp/diff.patch
    fi
    [ -s /tmp/diff.patch ] || { echo "No changes vs $BASE_REF"; exit 1; }
  4. Zip the workspace (same exclusions as full scan, 2 GB limit):

    bash
    cd <absolute-workspace-path>
    zip -r /tmp/source.zip . \
      -x ".git/*" -x ".security-agent/*" -x "node_modules/*" \
      -x "__pycache__/*" -x ".venv/*" -x "venv/*" \
      -x "dist/*" -x "build/*" -x "target/*" \
      -x ".mypy_cache/*" -x ".pytest_cache/*" -x ".tox/*" \
      -x ".next/*" -x "cdk.out/*" -x ".DS_Store" -x "*.pyc"
  5. Upload both source zip and diff patch:

    bash
    SCAN_ID="diff-$(date +%s)-$(openssl rand -hex 3)"
    aws s3 cp /tmp/source.zip s3://<bucket>/security-scans/source/<WORKSPACE_ID>/source.zip --expected-bucket-owner <account>
    aws s3 cp /tmp/diff.patch s3://<bucket>/security-scans/diffs/${SCAN_ID}/diff.patch --expected-bucket-owner <account>
  6. Get or create per-workspace CodeReview (same logic as full scan — lookup config.json → code_reviews[<abs_path>], create if absent):

    bash
    aws securityagent create-code-review --agent-space-id <id> --title <title> \
      --service-role <role-arn> \
      --assets sourceCode=[{s3Location=s3://<bucket>/security-scans/source/<WORKSPACE_ID>/source.zip}]
  7. Start the diff job:

    bash
    aws securityagent start-code-review-job --agent-space-id <id> --code-review-id <cr-id> \
      --diff-source s3Uri=s3://<bucket>/security-scans/diffs/${SCAN_ID}/diff.patch

    If ResourceNotFoundException: recreate CodeReview and retry.

  8. Capture codeReviewJobId. Persist to scans.json with scan_type: "DIFF" and base_ref.

  9. Tell user: "Diff scan started. Takes a few minutes. I'll check every 2 minutes — say 'stop polling' to opt out."

  10. Poll every 2 minutes:

    bash
    aws securityagent batch-get-code-review-jobs --agent-space-id <id> --code-review-job-ids <job_id>

    Only respond when status changes. On COMPLETED → fetch findings.

  11. Findings: same presentation as full scan — grouped by severity, report written to .security-agent/findings-{scan_id}.md.


Rules

  • Diff scans are standalone — no prior full scan needed
  • Poll every 2 minutes, not faster
  • Default to BASE_REF=HEAD if user doesn't specify
  • Title: diff-<git-branch>-<timestamp> (no spaces)
  • If diff is empty, tell user and stop — don't start a scan

Frequently asked questions

What does the Diff Scanning With Aws Security Agent AI skill do?

Run a fast AWS Security Agent diff scan on only the changed code since a git ref. Use when the user asks to scan changes, run a diff scan, check what changed for security issues, scan before committing, scan before PR, or any pre-commit/pre-push security check.

Why use Diff Scanning With Aws Security Agent on TypingMind?

Because you install it once and use it with any model. Diff Scanning With Aws Security Agent is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Diff Scanning With Aws Security Agent in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-agents-for-devsecops/skills/diff-scanning-with-aws-security-agent. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Diff Scanning With Aws Security Agent?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Diff Scanning With Aws Security Agent?

As many as you like. As long as a model supports skills, you can use Diff Scanning With Aws Security Agent with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Diff Scanning With Aws Security Agent AI skill free?

Yes. It is published on GitHub by aws under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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