Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/jrobelia/inventree-plugin-ai-toolkitnpx agentmods add skills/jrobelia/inventree-plugin-ai-toolkit/inventree-devcontainer-testingWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jrobelia/inventree-plugin-ai-toolkit/inventree-devcontainer-testing)<a href="https://agentmods.dev/skills/jrobelia/inventree-plugin-ai-toolkit/inventree-devcontainer-testing"><img src="https://agentmods.dev/badge/skills/jrobelia/inventree-plugin-ai-toolkit/inventree-devcontainer-testing/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jrobelia/inventree-plugin-ai-toolkit/inventree-devcontainer-testing"><img src="https://agentmods.dev/badge/skills/jrobelia/inventree-plugin-ai-toolkit/inventree-devcontainer-testing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00049 | $0.01584 |
| Opus 5.5 | $0.00020 | $0.00634 |
| Sonnet 5.5 | $0.00010 | $0.00317 |
| Haiku 4.5 | $0.00005 | $0.00158 |
Grade A, and why
inventree-devcontainer-testing scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 27d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
docker compose -f .devcontainer/docker-compose.yml -f .devcontainer/docker-compose.frontend-volumes.yml exec -u vscode toolkit bash -c "for i in {1..60}; do curl -s -o /dev/null -w '%{http_code}' http://localhost:8001/ap How it starts
The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.
InvenTree Plugin AI Toolkit devcontainer testing
Use this skill when asked to validate the devcontainer setup or run a plugin's test-all.sh inside inventree-plugin-ai-toolkit.
Devin Secrets Needed
GITHUB_TOKENmay be needed if the test process clones public plugin repos from GitHub at high frequency.
Environment assumptions
- Host is Windows with Docker Desktop/WSL2 backend.
- Docker Desktop may not be running; verify the daemon answers
docker infofirst (Quick start step 1). - Repo root is the folder containing
.devcontainer/; it mounts as/workspacein the container. - Submodules and plugin clones under
plugins/should already be populated. - On Windows, files may be checked out with CRLF. Set
core.autocrlf false/core.eol lfand normalize*.shand pluginfrontend/src/**/*.{ts,tsx}before running bash scripts.
Quick start
-
Ensure the Docker daemon is up —
docker infomust exit0. If it fails, start Docker Desktop and wait for the engine (~30-90 s cold):Start-Process "C:\Program Files\Docker\Docker\Docker Desktop.exe" docker info 2>$null | Out-Null while ($LASTEXITCODE -ne 0) { Start-Sleep 2; docker info 2>$null | Out-Null }bash equivalent:
if ! docker info >/dev/null 2>&1; then ("/c/Program Files/Docker/Docker/Docker Desktop.exe" &) for i in $(seq 1 90); do docker info >/dev/null 2>&1 && break; sleep 2; done fiStart-Service com.docker.servicealone does not start the engine — the app must run. -
Bring up the devcontainer:
docker compose -f .devcontainer/docker-compose.yml -f .devcontainer/docker-compose.frontend-volumes.yml up -d --build -
Normalize line endings (run inside the container after submodules/plugin repos are populated):
docker compose -f .devcontainer/docker-compose.yml -f .devcontainer/docker-compose.frontend-volumes.yml exec -u vscode toolkit bash -c "git config --global core.autocrlf false && git config --global core.eol lf && find /workspace -path '*/.git' -prune -o -path '*/node_modules' -prune -o -name '*.sh' -print0 | xargs -0 -r sed -i 's/\\r$//' && find /workspace/plugins -path '*/node_modules' -prune -o -path '*/frontend/src*' -name '*.ts' -print0 | xargs -0 -r sed -i 's/\\r$//' && find /workspace/plugins -path '*/node_modules' -prune -o -path '*/frontend/src*' -name '*.tsx' -print0 | xargs -0 -r sed -i 's/\\r$//'"
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 27d ago Changed · +10 lines f9c8e7944995
- 1mo ago First seen · 81 lines · 49 tokens per session scan A 2934412361a4
inventree-devcontainer-testing is a skill published in the GitHub repository jrobelia/inventree-plugin-ai-toolkit (1 stars, last pushed 27d ago), licensed MIT. It adds 49 tokens to every session and 1,584 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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