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Security41k · #4954

signed-audit-trails-recipe

Helps your agent create secure audit logs. It's useful for reliably tracking actions and detecting unauthorized changes.

What it does

This tool creates a secure and verifiable record of all actions an AI agent takes. Each action is checked against security rules and then digitally signed, allowing anyone to verify it hasn't been tampered with.

When to use it

  • ✓In regulated industries (finance, healthcare) to prove agent behavior.
  • ✓In automated development processes (CI/CD) to ensure rules were followed.
  • ✓When you need someone else to verify your agent's actions without trusting you directly.

Example of what to ask your AI

“Set up signed audit trails for my tool calls.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/wshobson/agents/blob/main/plugins/signed-audit-trails/skills/signed-audit-trails-recipe/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/wshobson/agents/blob/main/plugins/signed-audit-trails/skills/signed-audit-trails-recipe/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

The tool uses a plugin that first checks each command against a security policy (Cedar) and then generates a digital signature (Ed25519) for the outcome. This signature allows later verification without needing an internet connection or trusting the operator.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add wshobson/agents --skill signed-audit-trails-recipe

Or download just the file:

curl -L https://raw.githubusercontent.com/wshobson/agents/main/plugins/signed-audit-trails/skills/signed-audit-trails-recipe/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Signed Audit Trails for Claude Code Tool Calls

Cookbook-style walkthrough for cryptographically signed receipts on every Claude Code tool call. This is the teaching skill. For the runtime implementation, install the protect-mcp plugin.

What this gives you

Every tool call (Bash, Edit, Write, WebFetch) is:

  1. Evaluated against a Cedar policy before execution. If the policy denies the call, the tool does not run.
  2. Signed as an Ed25519 receipt after execution. Receipts are JCS-canonical and verifiable offline by anyone with the public key.

An auditor, regulator, or counterparty can verify every receipt later (Step 5). No network call, no vendor lookup, no trust in the operator.

When to use the pattern

  • Regulated environments (finance, healthcare, critical infrastructure) where you need tamper-evident evidence of agent behavior
  • CI/CD pipelines where you want to prove that a policy gate held for every automated build step
  • Multi-party collaboration where a counterparty wants to verify your agent's behavior without trusting your operator
  • Compliance contexts (EU AI Act Article 12, SLSA provenance for agent-built software) where standard logging is not sufficient

Step 1: Install the hook configuration

Install the protect-mcp plugin with /plugin install protect-mcp. Its hooks run evaluate.sh before each tool call and sign.sh after it. Both scripts read the hook event from stdin, because Claude Code sets no TOOL_NAME or TOOL_INPUT variables. See references/hook-wiring.md for the hook configuration and what each script passes to protect-mcp.

protect-mcp 0.7.4 does not create the signing key, and without a key the receipts are unsigned. Create ./protect-mcp.key once. The command never replaces an existing key:

if [ ! -e ./protect-mcp.key ]; then
  d=$(mktemp -d) && npx protect-mcp@0.7.4 init --dir "$d" && mv "$d/keys/gateway.json" ./protect-mcp.key
fi

Give auditors the publicKey value from that file. Do not commit the file, because it also holds the private key.

Add the private key and receipt directory to .gitignore:

echo "/protect-mcp.key" >> .gitignore
echo "/receipts/" >> .gitignore

Step 2: Write a Cedar policy

Create ./protect.cedar from the example in references/cedar-policy.md. It allows read-only tools and a short list of Bash commands, denies shell chaining and destructive commands, and limits writes to the project with .. segments denied.

Step 3: Use Claude Code normally

Start Claude Code. Every tool call goes through both hooks:

You: Please read the README and summarize it.

Claude: I will read README.md.
  [PreToolUse: Read ./README.md -> allow]
  [Tool: Read executes]
  [PostToolUse: receipt rcpt-a8f3c9d2 signed to ./receipts/]

... summary of README ...

A session of 20 tool calls appends 20 receipts to ./receipts/receipts.jsonl.

Step 4: Inspect a receipt

protect-mcp 0.7.4 appends each receipt as one line of ./receipts/receipts.jsonl. Print the newest one:

tail -n 1 ./receipts/receipts.jsonl | python3 -m json.tool

The receipt is a signed v2 envelope that names the tool, and it holds no public key. See references/receipt-format.md for a sample and the signed fields.

Step 5: Verify the receipts

Pass the publicKey value from ./protect-mcp.key to the verifier:

PUB=$(node -p 'JSON.parse(require("fs").readFileSync("./protect-mcp.key")).publicKey')
npx @veritasacta/verify@0.9.2 --replay-chain ./receipts/receipts.jsonl --key "$PUB"

Exit codes:

Code Meaning
0 Every receipt verified
1 A receipt failed verification (tampered, wrong key, or malformed line)
2 The receipts file could not be read

Step 6: Demonstrate tamper detection

Change the newest receipt's decision from allow to deny:

python3 -c "
import json
path = './receipts/receipts.jsonl'
lines = open(path).read().splitlines()
r = json.loads(lines[-1])
r['payload']['decision'] = 'deny'
lines[-1] = json.dumps(r)
open(path, 'w').write('\n'.join(lines) + '\n')
"

npx @veritasacta/verify@0.9.2 --replay-chain ./receipts/receipts.jsonl --key "$PUB"

The verifier exits with code 1 and reports which line failed. The Ed25519 signature no longer matches the JCS-canonical bytes of the

…

FAQ

What is a signed audit trail?

It's a log of actions that has been cryptographically signed, ensuring it hasn't been altered since creation and can be verified by anyone with the public key.

Why use Cedar?

Cedar is a policy language that lets you define security rules to control what actions the agent can perform, ensuring it operates within expected boundaries.

How does someone verify the actions?

Anyone can use the provided public key to check the digital signatures on the records. If the verification succeeds, it means the record is authentic and has not been modified.

Details

Original description by the author

Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the pattern before committing to the protect-mcp runtime hooks. Covers Cedar policy, Ed25519 receipts, offline verification, tamper detection, CI/CD integration, and SLSA composition.

repo: wshobson/agents

Popularity

GitHub stars
41k
Ranking position
#4954
License
MIT
Updated
10/15/2026

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