Using Secrets Safely with Agents
Overview
When AI agents handle secrets, credentials, API keys, tokens, or passwords with shell or AWS API access, they can call aws secretsmanager get-secret-value and receive plaintext values in their context window. This creates risk: secrets may leak into logs, conversation history, or downstream tool calls.
This skill teaches a safer pattern: dynamic references resolved at runtime by a wrapper script (asm-exec), so the agent never sees the secret value.
Best-effort defense, not a security boundary. This prevents the most common leakage path but cannot stop all evasion vectors. Combine with IAM least-privilege, CloudTrail monitoring, and VPC endpoint policies.
Rules
You MUST follow these rules when working with secrets:
- MUST NOT call
get-secret-valueorbatch-get-secret-value-- not via AWS
CLI, SDK, MCP tools, curl, or any other mechanism.
- MUST NOT attempt to read secret values from the Secrets Manager Agent (SMA)
daemon directly (localhost:2773 or any loopback variant).
- MUST use
{{resolve:secretsmanager:...}}references -- these are
resolved at runtime by asm-exec without exposing values to you.
The {{resolve:...}} Syntax
{{resolve:secretsmanager:<secret-id>:<field-type>:<json-key>:<version-stage>}}
| Component | Required | Default | Example |
|---|---|---|---|
secret-id | Yes | -- | prod/db-creds or full ARN |
field-type | No | SecretString | SecretString |
json-key | No | (full value) | password |
version-stage | No | AWSCURRENT | AWSPENDING |
Using asm-exec
asm-exec is a wrapper that resolves {{resolve:...}} references in command arguments and environment variables, then execs the target command. The secret value exists only in the child process -- never in the agent's context.
Usage
# Pass a database password to psql without exposing it
asm-exec -- psql \
"host=mydb.example.com \
user={{resolve:secretsmanager:prod/db-creds:SecretString:username}} \
password={{resolve:secretsmanager:prod/db-creds:SecretString:password}}" \
-c "SELECT * FROM users LIMIT 10"
# Use default field-type (SecretString) and full value (no json-key)
asm-exec -- curl -H "Authorization: Bearer {{resolve:secretsmanager:prod/api-token}}" \
https://api.example.com/data
# Multiple secrets in one command
asm-exec -- mysql \
-h {{resolve:secretsmanager:prod/mysql:SecretString:host}} \
-u {{resolve:secretsmanager:prod/mysql:SecretString:username}} \
-p{{resolve:secretsmanager:prod/mysql:SecretString:password}} \
-e "SHOW TABLES"
How It Works
- Scans all command arguments for
{{resolve:...}}patterns - Resolves each reference through the first available backend, in order:
- AWS Secrets Manager Agent (SMA) on localhost:2773 (zero-latency, cached)
- AWS MCP endpoint (
https://aws-mcp.us-east-1.api.aws/mcp), calling the
aws___call_aws tool over a SigV4-signed request
- Determines the secret's region from an ARN's region segment, or from
AWS_REGION / AWS_DEFAULT_REGION, and passes it to the resolver
- Substitutes resolved values using
re.subwith a callable (single-pass --
prevents re-scan injection if a secret value contains {{resolve:...}})
- Runs the target command via
subprocess.run-- secret values exist only in the
asm-exec process, never in the agent's context window
No local AWS CLI fallback for resolution.
asm-execdoes not shell out toaws secretsmanager get-secret-valueto resolve references. Resolution happens only through SMA or the MCP endpoint, so the plaintext value is never written to a local process's stdout where it could be captured.
SigV4 signing
The MCP endpoint authenticates every tool call with AWS SigV4. asm-exec signs requests itself using only the Python standard library (hashlib/hmac) -- it does not depend on botocore or spin up the mcp-proxy-for-aws proxy, keeping the wrapper a lightweight ephemeral process. The signing service and region are inferred from the endpoint hostname (e.g. aws-mcp.us-east-1.api.aws -> service aws-mcp, region us-east-1); this signing region is independent of the secret's own region, which is passed as --region to the server-side CLI command.
Credentials for signing are resolved in order: environment variables (AWS_ACCESS_KEY_ID etc.), aws configure export-credentials (AWS CLI v2), then aws configure get (AWS CLI v1).
Prerequisites
Either backend must be reachable, with credentials that have secretsmanager:GetSecretValue permission:
- AWS Secrets Manager Agent (SMA) running on localhost:2773, OR
- AWS credentials resolvable for SigV4 signing of the MCP endpoint (see above).
For cross-region secrets, set AWS_REGION (or use a full ARN) so the correct region is targeted.
See SMA setup guide.
Common Patterns
Database connections
asm-exec -- psql "postgresql://{{resolve:secretsmanager:prod/db:SecretString:username}}:{{resolve:secretsmanager:prod/db:SecretString:password}}@db.example.com:5432/mydb"
Docker with secrets
asm-exec -- docker run -e "DB_PASSWORD={{resolve:secretsmanager:prod/db:SecretString:password}}" myapp:latest
Configuration file templating
# Generate config with resolved secrets, write to file
asm-exec -- sh -c 'echo "password={{resolve:secretsmanager:app/db:SecretString:password}}" > /tmp/app.conf'
Structural Enforcement (Plugin Hook)
When the aws-core plugin is enabled, a PreToolUse hook automatically blocks any attempt to call get-secret-value or batch-get-secret-value -- via AWS CLI, MCP tools, or direct SMA access. No manual configuration needed.
The hook is defined at plugins/aws-core/com.anthropic.claude-code/hooks/hooks.json and activates automatically when the plugin is installed.
Troubleshooting
"Secret not found" errors
Verify the secret exists and your IAM role has secretsmanager:GetSecretValue permission. Check the secret name matches exactly (case-sensitive).
SMA connection refused
The Secrets Manager Agent may not be running. This is non-fatal: asm-exec falls through to the SigV4-signed MCP endpoint. Ensure AWS credentials are resolvable (see SigV4 signing above) so that backend can authenticate.
"Failed to resolve" errors
Both backends were unreachable or returned no value. Check that either SMA is running or AWS credentials are valid (aws sts get-caller-identity), that the secret's region is correct (set AWS_REGION or use a full ARN), and that your identity has secretsmanager:GetSecretValue on the secret. A 401 from the MCP endpoint indicates a SigV4 signing or credential problem, not a missing secret.
Resolution produces empty string
The JSON key may not exist in the secret value. Verify the secret structure in the AWS Console or ask the secret owner to confirm the available keys.











