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 skills add squadcodercom/squadcoder --skill jfrog-devopsgit clone --depth 1 https://github.com/squadcodercom/squadcoderWrote 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/squadcodercom/squadcoder/jfrog-devops)<a href="https://agentmods.dev/skills/squadcodercom/squadcoder/jfrog-devops"><img src="https://agentmods.dev/badge/skills/squadcodercom/squadcoder/jfrog-devops/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/squadcodercom/squadcoder/jfrog-devops"><img src="https://agentmods.dev/badge/skills/squadcodercom/squadcoder/jfrog-devops.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 | $0.00168 | $0.04610 |
| Opus 5 | $0.00084 | $0.02305 |
| Sonnet 5 | $0.00034 | $0.00922 |
| Haiku 4.5 | $0.00017 | $0.00461 |
Grade B, and why
jfrog-devops scanned grade B with 2 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 5d 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.
Harvests environment variablesmediumData exfiltration
Enumerating or grepping the environment for keys collects credentials unrelated to what the mod says it does.
# Collect environment variables Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
allowed-tools: Bash(curl:*) Bash(jf:*) Bash(docker:*) Bash(python:*) How it starts
The opening of the file, as written. The whole thing — 348 lines — stays where its author put it; the contents beside it link to each section on GitHub.
JFrog DevOps
Instructions
Step 1: Identify the DevOps Operation
| Operation | JFrog Tool | API/CLI | Auth Required |
|---|---|---|---|
| Upload/deploy artifact | Artifactory | PUT /{repo}/{path} or jf rt upload | Yes |
| Download artifact | Artifactory | GET /{repo}/{path} or jf rt download | Yes (unless anonymous) |
| Search artifacts | Artifactory | AQL or jf rt search | Yes |
| Docker push/pull | Artifactory | Docker API or jf docker | Yes |
| Publish build info | Artifactory | PUT /api/build or jf rt build-publish | Yes |
| Promote build | Artifactory | POST /api/build/promote | Yes (admin) |
| Scan for CVEs | Xray | POST /api/v1/scanArtifact or jf xr scan | Yes |
| Create watch/policy | Xray | POST /api/v2/watches | Yes (admin) |
| Generate report | Xray | POST /api/v1/reports/vulnerabilities | Yes |
| Export SBOM (SPDX or CycloneDX) | Xray | POST /api/v1/sbom or jf scan --format=cyclonedx | Yes |
| Vet OSS packages before download | Curation | Configured per remote repo | Yes (admin) |
| Manage ML model (Hugging Face, MLflow, NIM) | Artifactory ML repo | jf rt upload or FrogML SDK | Yes |
| Cleanup old artifacts | Artifactory | AQL + delete or retention policies | Yes (admin) |
Step 2: Configure Authentication
Option A: JFrog CLI (recommended):
# Configure JFrog CLI with access token (recommended)
jf config add my-server \
--url="https://mycompany.jfrog.io" \
--access-token="YOUR_ACCESS_TOKEN" \
--interactive=false
# Verify connection
jf rt ping
Option B: REST API with curl:
# Using access token (recommended)
curl -H "Authorization: Bearer YOUR_ACCESS_TOKEN" \
"https://mycompany.jfrog.io/artifactory/api/system/ping"
# Using identity token (reference token, also works as Bearer)
curl -H "Authorization: Bearer YOUR_REFERENCE_TOKEN" \
"https://mycompany.jfrog.io/artifactory/api/system/ping"
Legacy API keys (
X-JFrog-Art-Apiheader) reached end of life in Q4 2024 and are disabled by default in Artifactory 7.98+. Use access tokens or reference tokens (both sent asAuthorization: Bearer).
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 5d ago First seen · 348 lines · 168 tokens per session scan B d906848644f9
jfrog-devops is a skill published in the GitHub repository squadcodercom/squadcoder (11 stars, last pushed 2mo ago), licensed MIT. It adds 168 tokens to every session and 4,610 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it B with 2 findings (harvests environment variables, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
hatch3r-cli-toolbox
Category-indexed reference for 34 specialist CLI tools beyond the always-on five (ripgrep, jq, gh, fd, fzf). Use to pick the right tool for HTTP clients, ai-chat, structural-search, sed-style edits, data ops, browser automation, container ops, and more.
hatch3r-containerize
Containerizes an application through a repeatable workflow — multi-stage Dockerfile, non-root hardening, minimal base image, .dockerignore, healthcheck, local docker-compose, Kubernetes manifest basics, and an image-scan gate. Use when adding or hardening container artifacts.
kubernetes-ops
Operate and troubleshoot Kubernetes clusters, workloads, and networking. Use when deploying, scaling, or debugging Kubernetes resources.
grade-and-fix-daedalus
How to grade a Daedalus run (or pasted agent transcript), root-cause the failure, and ship the fix to Daedalus CORE as a stacked PR — without modifying the prompt-vault sandbox (read-only grading). Covers recurring bug archetypes (Unicode punctuation patch mismatch, syntax-vs-type mislabel, emoji box misalignment…
add-slash-command
How to add a new slash command to Daedalus (src/commands), including the docs-sync step that breaks CI if skipped.
devops
CI/CD, container orchestration, cloud architecture, monitoring, infrastructure security, and platform automation skills. Docker, Kubernetes, Terraform, GitHub Actions. Triggers on: CI/CD, Docker, Kubernetes, Terraform, deploy, monitoring, infra, GitOps, observability, SRE.