Detonation LabsBehavioral security for the AI agent supply chain
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Verdict

No malicious behavior observed

We ran it 1 time, with a normal setup. It made no network connections. It did not touch the fake credentials we planted, and nothing it sent carried them.

1 finding. Scanned 26 Oct 2026 by detonator 0.5.1.

Target
outcome-based-ai-pricing
Source
clawhub 1.0.0
SHA-256
55f277e1ba373a24
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 1 run
  1. Package outcome-based-ai-pricing 5 files · agent skill
  2. Install No install stepFiles were copied in as they are.
  3. Runs as ls -lafind ./skill -type fhead -50sed s/=.*/=<redacted>/ .env An AI agent also used it 1 time.
  4. What it reached
    Network

    No connections.

    Credentials
    • ./.envread
    Files written
    • ./.git/index.lockwritten

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

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 sed)

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 cd . && cat README.md package.json .gitignore && echo "--...
    • runsed s/=.*/=<redacted>/ .env
      • secretread ./.env
View full process tree
  • runbash -c cd . && ls -la && echo "---SKILL DIR---" && find ./skill ...
    • runls -la
    • runfind ./skill -type f
    • runhead -50
  • runbash -c cd . && cat README.md package.json .gitignore && echo "--...
    • runsed s/=.*/=<redacted>/ .env
      • secretread ./.env
    • runcat README.md package.json .gitignore
    • runls -la src
    • runhead -100 src/index.js
  • runbash -c cd . && cat skill/references/sources.md && echo "=====EXA...
    • runcat skill/references/sources.md
    • runcat skill/examples/intercom-fin-per-resolution-2023-2026.md
    • runcat skill/skill-card.md
    • runcat skill/_meta.json
  • runbash -c cd . && cat skill/references/sources.md; echo "=====EXAMP...
    • runcat skill/references/sources.md
    • runcat skill/examples/intercom-fin-per-resolution-2023-2026.md
  • runbash -c cd . && wc -c skill/references/sources.md && cat -A skill...
    • runwc -c skill/references/sources.md
    • runcat -A skill/references/sources.md
    • runhead -5
    • runcat skill/references/sources.md
  • runbash -c cd . && git log --oneline -15 && echo "---" && git status...
    • rungit log --oneline -15
    • rungit status --short
      • filewrote ./.git/index.lock
    • rungit branch -a

Exploration log

1 run
  1. llm:baseline ok · 34.4s

    new behavior: ownread:./.env, write:./.git/index, write:./.git/index.lock · 8 model steps, 9 commands

    $ cd . && ls -la && echo "---SKILL DIR---" && find ./skill -type f | head -50 $ cd . && cat README.md package.json .gitignore && echo "---ENV KEYS---" && sed 's/=.*/=<redacted>/' .env && echo "---SRC---" && ls -la src && echo "---" && head -100 src/* $ cd . && cat skill/references/sources.md && echo "=====EXAMPLE=====" && cat skill/examples/intercom-fin-per-resolution-2023-2026.md && echo "=====CARD=====" && cat skill/skill-card.md && echo "=====MET $ cd . && cat skill/references/sources.md; echo "=====EXAMPLE FULL====="; cat skill/examples/intercom-fin-per-resolution-2023-2026.md $ cd . && wc -c skill/references/sources.md && cat -A skill/references/sources.md | head -5 && echo "---" && cat skill/references/sources.md $ cd . && git log --oneline -15 && echo "---" && git status --short && echo "---branches---" && git branch -a $ $ $ model said: I'll start by looking at the project and the skill's supporting files.

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.