Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/ieeecsopen/mcp-cs/devops-dockerfile-optimizernpx skills add ieeecsopen/mcp-cs --skill devops-dockerfile-optimizergit clone --depth 1 https://github.com/ieeecsopen/mcp-csWhat 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 | $0.00264 | $0.08403 |
| Opus 5 | $0.00132 | $0.04202 |
| Sonnet 5 | $0.00053 | $0.01681 |
| Haiku 4.5 | $0.00026 | $0.00840 |
Grade F, and why
devops-dockerfile-optimizer scanned grade F with 4 findings 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 2d 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.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
does not run as root). Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
`curl ... | sh`), so a failed `curl` doesn't silently succeed the layer. Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
cache → not chaining `apt-get update && apt-get install && rm -rf Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
`curl ... | sh`), so a failed `curl` doesn't silently succeed the layer. The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- 2d ago First seen · 687 lines · 264 tokens per session scan F ac344cf570c2
devops-dockerfile-optimizer is a skill published in the GitHub repository ieeecsopen/mcp-cs (3 stars, last pushed 6d ago), with no licence file. It adds 264 tokens to every session and 8,403 once invoked, about $0.0013 per session on Opus 5. A static security scan graded it F with 4 findings (asks for root, downloads and executes remote code, recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
container-hadolint
Dockerfile security linting and best practice validation using Hadolint with 100+ built-in rules aligned to CIS Docker Benchmark. Use when: (1) Analyzing Dockerfiles for security misconfigurations and anti-patterns, (2) Enforcing container image security best practices in CI/CD pipelines, (3) Detecting hardcoded…
analyzing-docker-container-forensics
Investigate compromised Docker containers by analyzing images, layers, volumes, logs, and runtime artifacts to identify malicious activity and evidence.
sbom-supply-chain
Generate, attach, and verify SBOMs (CycloneDX/SPDX) for container images; implement SLSA provenance; harden software supply chain.
sigstore-signing
Sign container images and artifacts with cosign (keyless via OIDC and key-based); verify signatures in CD pipelines and admission policies.
chaos-engineering
Design and run chaos experiments in Kubernetes — pod failures, network partitions, resource pressure with LitmusChaos and manual chaos.
artifact-management
Manage container images, Helm charts, and build artifacts — registry organization, retention, promotion between environments.