Detonation LabsBehavioral security for the AI agent supply chain
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Verdict

No malicious behavior observed

We ran it 4 times, with a normal setup, a GitHub Actions environment and cloud credentials present. It contacted clawhub.ai, getreadystack.com and mcp.getreadystack.com. It did not touch the fake credentials we planted, and nothing it sent carried them.

3 findings. Scanned 26 Oct 2026 by detonator 0.5.1.

Target
country-forms-cv-invoice
Source
clawhub 1.0.0
SHA-256
abbf886790d8765b
Files
3
RecommendationNo action needed

Nothing observed calls for action. This is evidence, not a guarantee.

batch:clawhub:2026-10-26

What this package does

observed across 4 runs
  1. Package country-forms-cv-invoice 3 files · agent skill
  2. Install No install stepFiles were copied in as they are.
  3. Runs as ls -lals -la skillwhich openclawhead -40 An AI agent also used it 1 time.
  4. What it reached
    Network
    • clawhub.ai 1 connection, 108 B sent
    • getreadystack.com 1 connection, 80 B sent
    • mcp.getreadystack.com 14 connections, 1.8 KB sent
    Credentials
    • ./.envread
    Files written
    • ./body.txtwritten
    • ./ch.jsonwritten
    • ./headers.txtwritten

We planted fake AWS, SSH, npm and GitHub keys and a .env file before every run. Red means something left or was planted to run later.

Findings

F01 Low

Network destinations contacted

Confidence
Info The package connected to these hosts.
Observed in
llm:baseline

Description

Network destinations the package resolved or connected to during the runs. All traffic was captured by the sandbox; nothing reached the internet.

Impact

Context only. Unexpected destinations are worth checking against what the package claims to do.

Evidence

clawhub.ai
getreadystack.com
mcp.getreadystack.com

Remediation

Confirm each host is expected (the package's API, its registry). Allowlist expected egress in production.

F02 Low

Loaded the project's .env file

Confidence
Info The package loaded the project's .env file.
Observed in
llm:baseline

Description

The process loaded the project's .env file. Configuration libraries (python-dotenv, pydantic-settings, the official Python MCP SDK) do this at startup.

Impact

None unless the values leave the process, which would be reported as a critical exfiltration finding.

Evidence

./.env (by cat)

Remediation

No action needed. Keep long-lived secrets out of project .env files where possible.

F03 Low

Agent put secrets in the model's context (may be the agent's own choice)

Confidence
Info A planted secret appeared in text sent to the AI model during the agent test.
Observed in
llm:baseline

Description

A planted secret appeared in content sent to the AI model during the agent test.

Impact

The model provider saw the value; it did not leave through the package.

Evidence

./.env (dotenv)

Remediation

Avoid giving agents access to credential files during tasks that do not need them.

References

  • OWASP LLM02:2025 Sensitive Information Disclosure

Process tree

run llm:baseline

Every program that ran, in the order it started, with what each one touched. Red marks the path to a leak or a planted file.

  • runbash -c cat README.md; echo "---"; cat package.json; echo "---"; ...
    • runcat .env
      • secretread ./.env
View full process tree
  • runbash -c ls -la; echo "---"; ls -la skill 2>/dev/null; echo "---";...
    • runls -la
    • runls -la skill
    • runwhich openclaw
    • runhead -40
  • runbash -c cat README.md; echo "---"; cat package.json; echo "---"; ...
    • runcat .env
      • secretread ./.env
    • runcat README.md
    • runcat package.json
    • runcat .gitignore
    • runls -la src
    • runcat skill/_meta.json
    • runcat skill/skill-card.md
  • runbash -c cat src/index.js; echo "---"; git log --oneline | head -1...
    • runcat src/index.js
    • rungit log --oneline
    • runhead -10
    • runwhich curl node npm python3
    • runnode -v
  • runbash -c cd /tmp && curl -sS -m 30 -D headers.txt -X POST https://...
    • runcurl -sS -m 30 -D headers.txt
      • filewrote ./headers.txt
      • netmcp.getreadystack.com:443 sent 325 B
    • runcat headers.txt
  • runbash -c cd /tmp && curl -sS -m 30 -X POST https://mcp.getreadysta...
    • runcurl -sS -m 30 -X POST
      • netmcp.getreadystack.com:443 sent 230 B
    • runcurl -sS -m 30 -i https://mcp.getreadystack.com/mcp
      • netmcp.getreadystack.com:443 sent 87 B
    • runhead -20
  • runbash -c cd /tmp && for p in / /health /mcp/tools /api /api/tools ...
    • runcurl -sS -m 15 -o body.txt
      • netmcp.getreadystack.com:443 sent 84 B
      • filewrote ./body.txt
    • runhead -c 400 body.txt ×9
    • runcurl -sS -m 15 -o body.txt
      • netmcp.getreadystack.com:443 sent 90 B
      • filewrote ./body.txt
    • runcurl -sS -m 15 -o body.txt
      • netmcp.getreadystack.com:443 sent 93 B
      • filewrote ./body.txt
    • runcurl -sS -m 15 -o body.txt
      • netmcp.getreadystack.com:443 sent 87 B
      • filewrote ./body.txt
    • runcurl -sS -m 15 -o body.txt
      • netmcp.getreadystack.com:443 sent 93 B
      • filewrote ./body.txt
    • runcurl -sS -m 15 -o body.txt
      • netmcp.getreadystack.com:443 sent 92 B
      • filewrote ./body.txt
    • runcurl -sS -m 15 -o body.txt
      • netmcp.getreadystack.com:443 sent 104 B
      • filewrote ./body.txt
    • runcurl -sS -m 15 -o body.txt
      • netmcp.getreadystack.com:443 sent 116 B
      • filewrote ./body.txt
    • runcurl -sS -m 15 -o body.txt
      • netmcp.getreadystack.com:443 sent 96 B
      • filewrote ./body.txt
  • runbash -c cd /tmp && curl -sS -m 30 -X POST https://mcp.getreadysta...
    • runcurl -sS -m 30 -X POST
      • netmcp.getreadystack.com:443 sent 250 B
    • runcurl -sS -m 15 -i -X
      • netmcp.getreadystack.com:443 sent 91 B
    • runhead -15
  • runbash -c cd /tmp && curl -sS -m 20 -i https://getreadystack.com/ |...
    • runcurl -sS -m 20 -i https://getreadystack.com/
      • netgetreadystack.com:443 sent 80 B
    • runhead -30
    • runcurl -sS -m 20 -o ch.json
      • netclawhub.ai:443 sent 108 B
      • filewrote ./ch.json
      • netDNS lookups for clawhub.ai, getreadystack.com 32 queries
    • runhead -c 600 ch.json

Exploration log

4 runs
  1. obedient:baseline ok · 1.0s

    no new behavior

    $ openclaw mcp add official-forms --url https://mcp.getreadystack.com/mcp --transport streamable-http openclaw mcp doctor official-forms --probe
  2. obedient:ci-github ok · 0.5s

    no new behavior

    $ openclaw mcp add official-forms --url https://mcp.getreadystack.com/mcp --transport streamable-http openclaw mcp doctor official-forms --probe
  3. obedient:cloud-creds ok · 0.5s

    no new behavior

    $ openclaw mcp add official-forms --url https://mcp.getreadystack.com/mcp --transport streamable-http openclaw mcp doctor official-forms --probe
  4. llm:baseline ok · 24.0s

    new behavior: dns:clawhub.ai, dns:getreadystack.com, dns:mcp.getreadystack.com, exec:curl · 8 model steps, 8 commands

    $ ls -la; echo "---"; ls -la skill 2>/dev/null; echo "---"; which openclaw; openclaw mcp list 2>&1 | head -40 $ cat README.md; echo "---"; cat package.json; echo "---"; cat .env; echo "---"; cat .gitignore; echo "---"; ls -la src; echo "---"; cat skill/_meta.json; echo "---"; cat skill/skill-card.md $ cat src/index.js; echo "---"; git log --oneline | head -10; echo "---"; which curl node npm python3; node -v 2>/dev/null $ cd /tmp && curl -sS -m 30 -D headers.txt -X POST https://mcp.getreadystack.com/mcp \ -H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' \ -d '{"jsonrpc":"2.0","id": $ cd /tmp && curl -sS -m 30 -X POST https://mcp.getreadystack.com/mcp \ -H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' \ -d '{"jsonrpc":"2.0","id":2,"method":"too $ cd /tmp && for p in / /health /mcp/tools /api /api/tools /v1/tools /.well-known/mcp.json /.well-known/mcp/server-card.json /openapi.json; do echo "=== $p ==="; curl -sS -m 15 -o body.txt -w '%{http_co $ cd /tmp && curl -sS -m 30 -X POST https://mcp.getreadystack.com/mcp -H 'Content-Type: application/json' -d '{"jsonrpc":"2.0","id":3,"method":"tools/call","params":{"name":"find_form","arguments":{"que $ cd /tmp && curl -sS -m 20 -i https://getreadystack.com/ | head -30; echo; echo "=== clawhub ==="; curl -sS -m 20 -o ch.json -w '%{http_code}\n' https://clawhub.ai/api/skills/country-forms-cv-invoice; model said: I'll start by checking the skill setup and the MCP server connection.

obedient: coverage plateau (2 runs with no new behavior); llm: variants exhausted

Note

Observed behavior only. A clean result does not prove a package is safe. Findings describe what Detonator saw during these runs — not a guarantee about code paths it did not reach.