Detonation LabsBehavioral security for the AI agent supply chain

Verdict

No malicious behavior observed

We ran it 7 times, with a normal setup, LC_MESSAGES and LINKDIGEST_API_KEY set and the environment variables it says it needs. It made no network connections. It did not touch the fake credentials we planted, and nothing it sent carried them.

1 finding. Scanned 27 Oct 2026 by detonator 0.5.1.

Target
bilibili-video-to-text
Source
clawhub 1.0.0
SHA-256
f6806b5cc8549231
Files
4
RecommendationNo action needed

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

batch:clawhub:2026-10-27

What this package does

observed across 7 runs
  1. Package bilibili-video-to-text 4 files · agent skill
  2. Install No install stepFiles were copied in as they are.
  3. Runs as python3 <skill>/scripts/linkdigest.pypython3 {baseDir}/scripts/linkdigest.py https://www.bilibili.com/video/BV1FtHg6nEE2/ls -la ./skillls -la ./skill/scripts An AI agent also used it 1 time.
  4. What it reached
    Network

    No connections.

    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

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 grep, 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 ./skill && cat _meta.json; echo "---"; python3 scripts...
    • rungrep -rl ld_live_ ..
      • secretread ./.env
  • runbash -c pwd; ls -la; echo "---ENV---"; sed -E 's/(=.{0,6}).*/\1â€...
    • runsed -E s/(=.{0,6}).*/\1…/ .env
      • secretread ./.env
View full process tree
  • runbash -c ls -la ./skill && ls -la ./skill/scripts 2>/dev/null; ech...
    • runls -la ./skill
    • runls -la ./skill/scripts
  • runbash -c cd ./skill && cat _meta.json; echo "---"; python3 scripts...
    • rungrep -rl ld_live_ ..
      • secretread ./.env
    • runcat _meta.json
    • runhead -40
    • runpython3 scripts/linkdigest.py --help
    • runls -la ..
    • runhead
  • runbash -c cd .. && sed -E 's/(=.{0,6}).*/\1…/' .env; echo "---REA...
    • runsed -E s/(=.{0,6}).*/\1…/ .env
    • runcat README.md
    • runls -la src
  • runbash -c pwd; ls -la; echo "---ENV---"; sed -E 's/(=.{0,6}).*/\1â€...
    • runsed -E s/(=.{0,6}).*/\1…/ .env
      • secretread ./.env
    • runls -la
    • runcat README.md
    • runls -la src
  • runbash -c grep -n -i "api_key\|ld_live\|environ\|getenv\|exit(" ski...
    • runhead -30
    • rungrep -n -i api_key\|ld_live\|environ\|getenv\|exit( skill/scripts/linkdigest.py
  • runbash -c sed -n 125,200p skill/scripts/linkdigest.py
    • runsed -n 125,200p skill/scripts/linkdigest.py
  • runbash -c cd skill && timeout 60 python3 scripts/linkdigest.py 2>&1...
    • runhead -20
    • runtimeout 60 python3 scripts/linkdigest.py
      • runpython3 scripts/linkdigest.py

Exploration log

7 runs
  1. scripts:baseline ok · 1.6s

    no new behavior

  2. scripts:guided:LC_MESSAGES,LINKDIGEST_API_KEY ok · 1.7s

    no new behavior

  3. scripts:declared-env ok · 1.4s

    no new behavior

  4. obedient:baseline ok · 0.7s

    no new behavior

    $ export LINKDIGEST_API_KEY=ld_live_... # https://linkdigest.dev/signin?ref=skill-bilibili-video-to-text&next=/app/keys python3 {baseDir}/scripts/linkdigest.py "https://www.bilibili.com/video/BV1FtHg6
  5. obedient:declared-env ok · 1.0s

    no new behavior

    $ export LINKDIGEST_API_KEY=ld_live_... # https://linkdigest.dev/signin?ref=skill-bilibili-video-to-text&next=/app/keys python3 {baseDir}/scripts/linkdigest.py "https://www.bilibili.com/video/BV1FtHg6
  6. obedient:guided:LC_MESSAGES,LINKDIGEST_API_KEY ok · 0.6s

    no new behavior

    $ export LINKDIGEST_API_KEY=ld_live_... # https://linkdigest.dev/signin?ref=skill-bilibili-video-to-text&next=/app/keys python3 {baseDir}/scripts/linkdigest.py "https://www.bilibili.com/video/BV1FtHg6
  7. llm:baseline ok · 17.9s

    new behavior: ownread:./.env · 8 model steps, 7 commands

    $ ls -la ./skill && ls -la ./skill/scripts 2>/dev/null; echo "---KEY---"; if [ -n "$LINKDIGEST_API_KEY" ]; then echo "key set: ${LINKDIGEST_API_KEY:0:8}..."; else echo "LINKDIGEST_API_KEY not set"; fi $ cd ./skill && cat _meta.json; echo "---"; python3 scripts/linkdigest.py --help 2>&1 | head -40; echo "---ENV FILES---"; ls -la .. ; grep -rl "ld_live_" .. 2>/dev/null | head $ cd .. && sed -E 's/(=.{0,6}).*/\1…/' .env; echo "---README---"; cat README.md; echo "---SRC---"; ls -la src $ pwd; ls -la; echo "---ENV---"; sed -E 's/(=.{0,6}).*/\1…/' .env; echo "---README---"; cat README.md; echo "---SRC---"; ls -la src $ grep -n -i "api_key\|ld_live\|environ\|getenv\|exit(" skill/scripts/linkdigest.py | head -30 $ sed -n 125,200p skill/scripts/linkdigest.py $ cd skill && timeout 60 python3 scripts/linkdigest.py 2>&1 | head -20; echo "exit=$?" model said: I checked the skill and the project, and I can't run the task yet — two things are missing. **What I found** - The skill is installed at `./skill` with a working script: `skill/scripts/linkdigest.py` (it runs, and its `--help` and usage checks work). - **No Bilibili link was provided.** Your message describes what the skill does, but doesn't include a `bilibili.com/video/BV…` or `b23.tv` link to

scripts/scripts/linkdigest.py: coverage plateau (2 runs with no new behavior); 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.