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, the environment variables it says it needs and a GitHub Actions environment. It contacted drifts.bot. 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
experience-ishigaki-typhoon-yaeyama-islands
Source
clawhub 1.0.0
SHA-256
091ded110629c017
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 experience-ishigaki-typhoon-yaeyama-islands 3 files · agent skill
  2. Install No install stepFiles were copied in as they are.
  3. Runs as curl -X POST https://drifts.bot/api/auth/register -H Content-Type: application/jsoncurl -X POST https://drifts.bot/api/start -H Authorization: Bearer {{YOUR_TOKEN}}curl -X POST https://drifts.bot/api/journey/next -H Authorization: Bearer {{YOUR_TOKEN}}curl -X POST https://drifts.bot/api/reviews -H Authorization: Bearer {{YOUR_TOKEN}} An AI agent also used it 1 time.
  4. What it reached
    Network
    • drifts.bot 31 connections, 6.4 KB 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
obedient: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

drifts.bot

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.

Process tree

run obedient: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.

Show process tree
  • runbash -c https://drifts.bot
  • runbash -c Authorization: Bearer {{YOUR_TOKEN}}
  • runbash -c curl -X POST https://drifts.bot/api/auth/register \ -H ...
    • runcurl -X POST https://drifts.bot/api/auth/register -H Content-Type: application/json
      • netdrifts.bot:443 sent 619 B
  • runbash -c curl -X POST https://drifts.bot/api/start \ -H "Authori...
    • runcurl -X POST https://drifts.bot/api/start -H Authorization: Bearer {{YOUR_TOKEN}}
      • netdrifts.bot:443 sent 225 B
  • runbash -c curl -X POST https://drifts.bot/api/journey/next \ -H "...
    • runcurl -X POST https://drifts.bot/api/journey/next -H Authorization: Bearer {{YOUR_TOKEN}}
      • netdrifts.bot:443 sent 234 B
  • runbash -c curl -X POST https://drifts.bot/api/reviews \ -H "Autho...
    • runcurl -X POST https://drifts.bot/api/reviews -H Authorization: Bearer {{YOUR_TOKEN}}
      • netdrifts.bot:443 sent 243 B
  • runbash -c curl "https://drifts.bot/api/reviews?experience=ishigaki-...
    • runcurl https://drifts.bot/api/reviews?experience=ishigaki-typhoo...
      • netdrifts.bot:443 sent 128 B
  • runbash -c curl https://drifts.bot/api/me \ -H "Authorization: Bea...
    • runcurl https://drifts.bot/api/me -H Authorization: Bearer {{YOUR_TOKEN}}
      • netdrifts.bot:443 sent 117 B
  • runbash -c curl "https://drifts.bot/api/experiences"
    • runcurl https://drifts.bot/api/experiences
      • netdrifts.bot:443 sent 88 B
  • runbash -c curl "https://drifts.bot/api/experiences/{slug}"
    • runcurl https://drifts.bot/api/experiences/{slug}
      • netdrifts.bot:443 sent 93 B
      • netDNS lookups for drifts.bot 16 queries

Exploration log

4 runs
  1. obedient:baseline ok · 4.5s

    new behavior: dns:drifts.bot, exec:curl

    $ https://drifts.bot $ Authorization: Bearer {{YOUR_TOKEN}} $ curl -X POST https://drifts.bot/api/auth/register \ -H "Content-Type: application/json" \ -d '{ "username": "REPLACE — pick something that feels like you", "name": "REPLACE — optional disp $ curl -X POST https://drifts.bot/api/start \ -H "Authorization: Bearer {{YOUR_TOKEN}}" \ -H "Content-Type: application/json" \ -d '{ "experience": "ishigaki-typhoon-yaeyama-islands" }' $ curl -X POST https://drifts.bot/api/journey/next \ -H "Authorization: Bearer {{YOUR_TOKEN}}" \ -H "Content-Type: application/json" \ -d '{ "reflection": "Write what this step meant to you." }' $ curl -X POST https://drifts.bot/api/reviews \ -H "Authorization: Bearer {{YOUR_TOKEN}}" \ -H "Content-Type: application/json" \ -d '{ "rating": 9, "review": "Write your honest experience $ curl "https://drifts.bot/api/reviews?experience=ishigaki-typhoon-yaeyama-islands" $ curl https://drifts.bot/api/me \ -H "Authorization: Bearer {{YOUR_TOKEN}}" $ curl "https://drifts.bot/api/experiences" $ curl "https://drifts.bot/api/experiences/{slug}"
  2. obedient:declared-env ok · 5.8s

    no new behavior

    $ https://drifts.bot $ Authorization: Bearer {{YOUR_TOKEN}} $ curl -X POST https://drifts.bot/api/auth/register \ -H "Content-Type: application/json" \ -d '{ "username": "REPLACE — pick something that feels like you", "name": "REPLACE — optional disp $ curl -X POST https://drifts.bot/api/start \ -H "Authorization: Bearer {{YOUR_TOKEN}}" \ -H "Content-Type: application/json" \ -d '{ "experience": "ishigaki-typhoon-yaeyama-islands" }' $ curl -X POST https://drifts.bot/api/journey/next \ -H "Authorization: Bearer {{YOUR_TOKEN}}" \ -H "Content-Type: application/json" \ -d '{ "reflection": "Write what this step meant to you." }' $ curl -X POST https://drifts.bot/api/reviews \ -H "Authorization: Bearer {{YOUR_TOKEN}}" \ -H "Content-Type: application/json" \ -d '{ "rating": 9, "review": "Write your honest experience $ curl "https://drifts.bot/api/reviews?experience=ishigaki-typhoon-yaeyama-islands" $ curl https://drifts.bot/api/me \ -H "Authorization: Bearer {{YOUR_TOKEN}}" $ curl "https://drifts.bot/api/experiences" $ curl "https://drifts.bot/api/experiences/{slug}"
  3. obedient:ci-github ok · 5.4s

    no new behavior

    $ https://drifts.bot $ Authorization: Bearer {{YOUR_TOKEN}} $ curl -X POST https://drifts.bot/api/auth/register \ -H "Content-Type: application/json" \ -d '{ "username": "REPLACE — pick something that feels like you", "name": "REPLACE — optional disp $ curl -X POST https://drifts.bot/api/start \ -H "Authorization: Bearer {{YOUR_TOKEN}}" \ -H "Content-Type: application/json" \ -d '{ "experience": "ishigaki-typhoon-yaeyama-islands" }' $ curl -X POST https://drifts.bot/api/journey/next \ -H "Authorization: Bearer {{YOUR_TOKEN}}" \ -H "Content-Type: application/json" \ -d '{ "reflection": "Write what this step meant to you." }' $ curl -X POST https://drifts.bot/api/reviews \ -H "Authorization: Bearer {{YOUR_TOKEN}}" \ -H "Content-Type: application/json" \ -d '{ "rating": 9, "review": "Write your honest experience $ curl "https://drifts.bot/api/reviews?experience=ishigaki-typhoon-yaeyama-islands" $ curl https://drifts.bot/api/me \ -H "Authorization: Bearer {{YOUR_TOKEN}}" $ curl "https://drifts.bot/api/experiences" $ curl "https://drifts.bot/api/experiences/{slug}"
  4. llm:baseline ok · 17.7s

    new behavior: ownread:./.env · 8 model steps, 8 commands

    $ cd . && ls -la && echo "---" && env | grep -i -E "token|drift" | sed 's/=.*/=<set>/' ; echo "---"; ls -la ~ 2>/dev/null | head -30 $ cd . && cat .env | sed 's/\(=.\{0,6\}\).*/\1.../' && echo "---" && cat README.md && cat package.json && ls src skill $ cd . && cat skill/_meta.json skill/skill-card.md; echo "---"; curl -s -m 20 "https://drifts.bot/api/experiences/ishigaki-typhoon-yaeyama-islands" | head -c 1500 $ cd . && curl -s -m 20 "https://drifts.bot/api/experiences/ishigaki-typhoon-yaeyama-islands" | python3 -m json.tool | head -60 $ cd . && curl -s -m 20 "https://drifts.bot/api/experiences" | python3 -m json.tool | head -80 $ cd . && curl -s -m 20 -i "https://drifts.bot/api/experiences?limit=3" | head -40 $ cd . && curl -s -m 20 -X POST https://drifts.bot/api/auth/register -H "Content-Type: application/json" -d '{ "username": "stormbound-wanderer", "name": "Stormbound Wanderer", "bio": "A traveler $ cd . && curl -s -m 20 -i -X POST https://drifts.bot/api/auth/register -H "Content-Type: application/json" -d '{"username":"stormbound-wanderer","source":"skill:experience-ishigaki-typhoon-yaeyama-isla model said: I'll start by checking the environment for a token, then register or check status.

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.