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:/datasets/google-map-businesses/facets facet=category q=coffee and docs:/datasets/google-map-businesses/nearby lat=37.7768 lon=-122.3980. 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
business-location-screening
Source
clawhub 1.0.0
SHA-256
89e668b7038f3359
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 business-location-screening 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 /datasets/google-map-businesses/facets facet=category q=cbash <skill>/scripts/crawlora.sh /datasets/google-map-businesses/nearby lat=37.7768 lon=-1ls -la 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 cat)

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 cat README.md package.json .env | sed 's/=.*/=<redacted>/...
    • runcat README.md package.json .env
      • secretread ./.env
View full process tree
  • runbash -c ls -la; ls -la skill; cat skill/scripts/crawlora.sh 2>/de...
    • runls -la
    • runls -la skill
    • runcat skill/scripts/crawlora.sh
    • runhead -50
  • runbash -c cat README.md package.json .env | sed 's/=.*/=<redacted>/...
    • runcat README.md package.json .env
      • secretread ./.env
    • runsed s/=.*/=<redacted>/
    • runls src skill/reference
    • runcat skill/_meta.json skill/skill-card.md
  • runbash -c cat skill/reference/endpoints.md; sed -n 50,200p skill/sc...
    • runcat skill/reference/endpoints.md
    • runsed -n 50,200p skill/scripts/crawlora.sh
    • runenv
    • runsed s/=.*/=<set>/
    • rungrep -i crawlora
  • runbash -c head -50 skill/reference/endpoints.md; echo ---; env | gr...
    • runhead -50 skill/reference/endpoints.md
    • runenv
    • rungrep -ci crawlora
    • runwhich jq curl
  • runbash -c grep -n '^### ' skill/reference/endpoints.md; grep -n -A6...
    • rungrep -n ^### skill/reference/endpoints.md
    • rungrep -n -A6 google_map_search\|google-map-businesses/nearby\|yelp_sea... skill/reference/endpoints.md
    • runhead -120
  • runbash -c sed -n 1,90p skill/reference/endpoints.md
    • runsed -n 1,90p skill/reference/endpoints.md
  • runbash -c grep -n -B2 -A8 'google-map-businesses/nearby\|google_map...
    • runhead -80
    • rungrep -n -B2 -A8 google-map-businesses/nearby\|google_map_businesses_nearb... skill/reference/endpoints.md
  • runbash -c sed -n 55,70p skill/reference/endpoints.md; grep -n -A6 '...
    • runsed -n 55,70p skill/reference/endpoints.md
    • rungrep -n -A6 apple_maps_eta\|apple_maps_directions\|apple_maps_search skill/reference/endpoints.md
    • runhead -40

Exploration log

4 runs
  1. scripts:baseline ok · 0.5s

    no new behavior

  2. scripts:docs:/datasets/google-map-businesses/facets facet=category q=coffee ok · 0.5s

    no new behavior

  3. scripts:docs:/datasets/google-map-businesses/nearby lat=37.7768 lon=-122.3980 ok · 0.7s

    no new behavior

  4. llm:baseline ok · 13.1s

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

    $ ls -la; ls -la skill; cat skill/scripts/crawlora.sh 2>/dev/null | head -50 $ cat README.md package.json .env | sed 's/=.*/=<redacted>/'; ls src skill/reference; cat skill/_meta.json skill/skill-card.md $ cat skill/reference/endpoints.md; sed -n 50,200p skill/scripts/crawlora.sh; env | grep -i crawlora | sed 's/=.*/=<set>/' $ head -50 skill/reference/endpoints.md; echo ---; env | grep -ci crawlora; which jq curl $ grep -n '^### ' skill/reference/endpoints.md; grep -n -A6 'google_map_search\|google-map-businesses/nearby\|yelp_search\|apple_maps_eta\|numbeo_cities_search\|housing_markets_search\|google_map_place_ $ sed -n 1,90p skill/reference/endpoints.md $ grep -n -B2 -A8 'google-map-businesses/nearby\|google_map_businesses_nearby\|google_map_businesses_facets\|apple_maps_eta' skill/reference/endpoints.md | head -80 $ sed -n 55,70p skill/reference/endpoints.md; grep -n -A6 'apple_maps_eta\|apple_maps_directions\|apple_maps_search' skill/reference/endpoints.md | head -40 model said: I'll start by checking the project and the skill's helper script.

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.