jfrog-provision-project

jfrog-provision-project is a skill for Claude Code, Codex from jfrog/ai-agent-examples. It costs 57 tokens per session (760 once invoked), scanned B, original, Apache-2.0.

A workflow that creates a new project on the JFrog Platform through its REST API, a web interface for sending programmatic requests. In JFrog, a project groups repositories, builds, and members.

In plain words
What is it for?
Creating and validating a JFrog project, loading its connection settings, and skipping creation when the project already exists.
Why use it?
It reduces manual setup and checks the project key and existing project status before attempting creation.

Skill for Claude CodeCodex

Install

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.

agentmods
npx agentmods add skills/jfrog/ai-agent-examples/jfrog-provision-project
Any agent
npx skills add jfrog/ai-agent-examples --skill jfrog-provision-project
Clone the repo
git clone --depth 1 https://github.com/jfrog/ai-agent-examples

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for jfrog-provision-project

README.md
[![agentmods](https://agentmods.dev/badge/skills/jfrog/ai-agent-examples/jfrog-provision-project.svg)](https://agentmods.dev/skills/jfrog/ai-agent-examples/jfrog-provision-project)
Your own site
<a href="https://agentmods.dev/skills/jfrog/ai-agent-examples/jfrog-provision-project"><img src="https://agentmods.dev/badge/skills/jfrog/ai-agent-examples/jfrog-provision-project.svg" alt="Measured on agentmods" height="20"></a>
Per session 57 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 760 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00057 $0.00760
Opus 5 $0.00028 $0.00380
Sonnet 5 $0.00011 $0.00152
Haiku 4.5 $0.00006 $0.00076

Measured 5d ago against content hash c43055491b6e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade B, and why

jfrog-provision-project 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.

Sends data to an external URLmediumData exfiltration

A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.

**Fallback:** `curl -sf -X POST "$JFROG_URL/access/api/v1/projects" -H "Authorization: Bearer $JFROG_ACCESS_TOKEN" -H "Content-Type: application/json" -d '...'`

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

Prefer **`jf api`** ([../../../platform-features/skills/jfrog-cli/jf-api-patterns.md](../../../platform-features/skills/jfrog-cli/jf-api-patterns.md)); **`curl`** below is fallback.
onboarding-workflows/skills/jfrog-provision-project/SKILL.md · 89 lines

How it starts

The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.

JFrog Provision Project

Creates a project on the JFrog Platform. Projects are the top-level organizational unit that groups repositories, builds, and members.

Prefer jf api (../../../platform-features/skills/jfrog-cli/jf-api-patterns.md); curl below is fallback.

Inputs

  • project_key -- 3-32 chars, lowercase letters and digits only, must start with a letter
  • display_name -- human-readable name
  • description -- optional project description

Workflow

0. Load credentials

# Load .env if JFROG_URL or JFROG_ACCESS_TOKEN are not already set
if [ -z "$JFROG_URL" ] || [ -z "$JFROG_ACCESS_TOKEN" ]; then
  if [ -f .env ]; then
    set -a; source .env; set +a
  fi
fi

1. Validate project key

# Must be 3-32 lowercase alphanumeric, starting with a letter
echo "$PROJECT_KEY" | grep -qE '^[a-z][a-z0-9]{2,31}$' || echo "ERROR: Invalid project key"

2. Check if project already exists

SC=/tmp/jf-proj-exists.code
SB=/tmp/jf-proj-exists.json
jf api "/access/api/v1/projects/$PROJECT_KEY" >"$SB" 2>"$SC"
STATUS=$(tr -d '\r\n' < "$SC")

if [ "$STATUS" = "200" ]; then
  echo "Project '$PROJECT_KEY' already exists. Skipping creation."
  # Proceed to next step in the onboarding chain
fi

3. Create the project

jf api /access/api/v1/projects -X POST -H "Content-Type: application/json" \
  -d '{
    "project_key": "'"$PROJECT_KEY"'",
    "display_name": "'"$DISPLAY_NAME"'",
    "description": "'"$DESCRIPTION"'",
    "admin_privileges": {
      "manage_members": true,
      "manage_resources": true,
      "index_resources": true
    }
  }'

Expected response: HTTP 201 on stderr; body on stdout.

Fallback: curl -sf -X POST "$JFROG_URL/access/api/v1/projects" -H "Authorization: Bearer $JFROG_ACCESS_TOKEN" -H "Content-Type: application/json" -d '...'

4. Verify creation

jf api "/access/api/v1/projects/$PROJECT_KEY" | jq .

Read the full file on GitHub · 89 lines

Files

What ships with it

1 file 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.

Changes

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.

  1. 5d ago First seen · 89 lines · 57 tokens per session scan B c43055491b6e

Subscribe to this mod's changes

jfrog-provision-project is a skill published in the GitHub repository jfrog/ai-agent-examples (5 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 57 tokens to every session and 760 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 2 findings (sends data to an external url, 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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