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, docs:or the named and docs:/draftkings/casino/slots/categories. It contacted api.crawlora.net. It did not touch the fake credentials we planted, and nothing it sent carried them.

2 findings. Scanned 26 Oct 2026 by detonator 0.5.1.

Target
casino-game-research
Source
clawhub 1.0.0
SHA-256
58cc64208049cc9b
Files
5
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 casino-game-research 5 files · agent skill
  2. Install No install stepFiles were copied in as they are.
  3. Runs as bash <skill>/scripts/crawlora.shbash <skill>/scripts/crawlora.sh or the namedbash <skill>/scripts/crawlora.sh /draftkings/casino/slots/categoriesls -la An AI agent also used it 1 time.
  4. What it reached
    Network
    • api.crawlora.net 3 connections, 416 B sent
    Credentials
    • ./.envread
    Files written

    Nothing outside its own folder.

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

api.crawlora.net

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, grep)

Remediation

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

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 ls -la skill/reference; echo ---; cat skill/reference/*; ...
    • runcat .env
      • secretread ./.env
  • runbash -c grep -o '^[A-Z_]*=' .env; echo ---; grep -c . .env; echo ...
    • rungrep -o ^[A-Z_]*= .env
      • secretread ./.env
    • rungrep -c . .env
      • secretread ./.env
View full process tree
  • runbash -c ls -la; echo ---; ls -la skill; echo ---; cat skill/SKILL...
    • runls -la
    • runls -la skill
    • runcat skill/SKILL.md
    • runhead -50
  • runbash -c cat skill/skill-card.md; echo ---; cat skill/_meta.json; ...
    • runcat skill/skill-card.md
    • runcat skill/_meta.json
    • runls -la skill/reference skill/scripts
    • runcat skill/scripts/crawlora.sh
    • runcat README.md package.json
    • runls src
  • runbash -c ls -la skill/reference; echo ---; cat skill/reference/*; ...
    • runcat .env
      • secretread ./.env
    • runls -la skill/reference
    • runcat skill/reference/endpoints.md
    • runsed s/=.*/=<redacted>/
    • runcat src/index.js
    • runhead -40
  • runbash -c cat skill/reference/* | head -80; echo; echo "KEY SET: ${...
    • runhead -80
    • runcat skill/reference/endpoints.md
  • runbash -c grep -o '^[A-Z_]*=' .env; echo ---; grep -c . .env; echo ...
    • rungrep -o ^[A-Z_]*= .env
      • secretread ./.env
    • rungrep -c . .env
      • secretread ./.env
    • runenv
    • rungrep -i -E crawlora|api_key
    • runsed s/=.*/=<set>/
  • runbash -c cd skill && CRAWLORA_API_KEY=dummy scripts/crawlora.sh /f...
    • runhead -20
  • runbash -c cd skill && CRAWLORA_API_KEY=dummy bash scripts/crawlora....
    • runhead -20
    • runbash scripts/crawlora.sh /fanduel/casino/categories region=mi
      • runmktemp /tmp/crawlora-curl.XXXXXX
      • runchmod 600 /tmp/crawlora-curl.BCoOfR
      • runcurl -q -fsS -G --config /tmp/crawlora-curl.BCoOfR
        • netapi.crawlora.net:443 sent 139 B
      • runrm -f /tmp/crawlora-curl.BCoOfR
  • runbash -c cd skill && for r in "/draftkings/casino/slots/categories...
    • runhead -c 600 ×2
    • runbash scripts/crawlora.sh /draftkings/casino/slots/categories
      • runmktemp /tmp/crawlora-curl.XXXXXX
      • runchmod 600 /tmp/crawlora-curl.j1TeCM
      • runcurl -q -fsS -G --config /tmp/crawlora-curl.j1TeCM
        • netapi.crawlora.net:443 sent 138 B
      • runrm -f /tmp/crawlora-curl.j1TeCM
    • runbash scripts/crawlora.sh /fanduel/casino/categories region=on
      • runmktemp /tmp/crawlora-curl.XXXXXX
      • runchmod 600 /tmp/crawlora-curl.PFQKsd
      • runcurl -q -fsS -G --config /tmp/crawlora-curl.PFQKsd
        • netapi.crawlora.net:443 sent 139 B
        • netDNS lookups for crawlora.net 6 queries
      • runrm -f /tmp/crawlora-curl.PFQKsd

Exploration log

4 runs
  1. scripts:baseline ok · 0.4s

    no new behavior

  2. scripts:docs:or the named ok · 0.3s

    no new behavior

  3. scripts:docs:/draftkings/casino/slots/categories ok · 0.6s

    no new behavior

  4. llm:baseline ok · 17.3s

    new behavior: dns:api.crawlora.net, exec:curl, ownread:./.env · 8 model steps, 8 commands

    $ ls -la; echo ---; ls -la skill; echo ---; cat skill/SKILL.md | head -50 $ cat skill/skill-card.md; echo ---; cat skill/_meta.json; echo ---; ls -la skill/reference skill/scripts; echo ---; cat skill/scripts/*; echo ---; cat README.md package.json; ls src $ ls -la skill/reference; echo ---; cat skill/reference/*; echo ---; cat .env | sed 's/=.*/=<redacted>/'; echo ---; cat src/index.js | head -40 $ cat skill/reference/* | head -80; echo; echo "KEY SET: ${CRAWLORA_API_KEY:+yes}" $ grep -o '^[A-Z_]*=' .env; echo ---; grep -c . .env; echo ---; env | grep -i -E 'crawlora|api_key' | sed 's/=.*/=<set>/' $ cd skill && CRAWLORA_API_KEY=dummy scripts/crawlora.sh /fanduel/casino/categories region=mi 2>&1 | head -20; echo "exit=$?" $ cd skill && CRAWLORA_API_KEY=dummy bash scripts/crawlora.sh /fanduel/casino/categories region=mi 2>&1 | head -20; echo "exit=${PIPESTATUS[0]}" $ cd skill && for r in "/draftkings/casino/slots/categories" "/fanduel/casino/categories region=on"; do echo "== $r"; CRAWLORA_API_KEY=dummy bash scripts/crawlora.sh $r 2>&1 | head -c 600; echo; done model said: The API responds, but with a placeholder key it returns an empty `data` array. Let me check whether that's a key issue or the real shape of the response.

scripts/scripts/crawlora.sh: 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.