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/jfrog/ai-agent-examples/jfrog-provision-projectnpx skills add jfrog/ai-agent-examples --skill jfrog-provision-projectgit clone --depth 1 https://github.com/jfrog/ai-agent-examplesWrote 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/jfrog/ai-agent-examples/jfrog-provision-project)<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>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 | $0.00057 | $0.00760 |
| Opus 5 | $0.00028 | $0.00380 |
| Sonnet 5 | $0.00011 | $0.00152 |
| Haiku 4.5 | $0.00006 | $0.00076 |
Grade B, and why
jfrog-provision-project scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Sends data to an external URLmediumData exfiltration
A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.
**Fallback:** `curl -sf -X POST "$JFROG_URL/access/api/v1/projects" -H "Authorization: Bearer $JFROG_ACCESS_TOKEN" -H "Content-Type: application/json" -d '...'` Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
Prefer **`jf api`** ([../../../platform-features/skills/jfrog-cli/jf-api-patterns.md](../../../platform-features/skills/jfrog-cli/jf-api-patterns.md)); **`curl`** below is fallback. How it starts
The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.
JFrog Provision Project
Creates a project on the JFrog Platform. Projects are the top-level organizational unit that groups repositories, builds, and members.
Prefer jf api (../../../platform-features/skills/jfrog-cli/jf-api-patterns.md); curl below is fallback.
Inputs
project_key-- 3-32 chars, lowercase letters and digits only, must start with a letterdisplay_name-- human-readable namedescription-- optional project description
Workflow
0. Load credentials
# Load .env if JFROG_URL or JFROG_ACCESS_TOKEN are not already set
if [ -z "$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 .
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.
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 · 89 lines · 57 tokens per session scan B c43055491b6e
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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