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 rules/jfrog/ai-agent-examples/contributinggit clone --depth 1 https://github.com/jfrog/ai-agent-examplesWhat 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 | $0.00844 | $0.00844 |
| Opus 5 | $0.00422 | $0.00422 |
| Sonnet 5 | $0.00169 | $0.00169 |
| Haiku 4.5 | $0.00084 | $0.00084 |
Grade A, and why
contributing 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 yesterday.
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.
- **Authentication section** near the top that states: **primary** auth is **JFrog CLI 2.100.0+** with **`jf config`** and **`jf api <path>`** (no manual `Authorization` header in the happy path). Include the **`Authoriz How it starts
The opening of the file, as written. The whole thing — 45 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Contributing to JFrog Skills Repo
When creating or editing skill files in this repository, follow these conventions so skills stay consistent and maintainable.
SKILL.md requirements
- YAML frontmatter at the top with:
name: Human-readable skill name (e.g. "JFrog Artifactory").description: One or two sentences including trigger keywords (e.g. "Triggers on mentions of artifactory, repository, artifact, deploy, ...").
- Authentication section near the top that states: primary auth is JFrog CLI 2.100.0+ with
jf configandjf api <path>(no manualAuthorizationheader in the happy path). Include theAuthorization: Bearer $JFROG_ACCESS_TOKENpattern only forcurlfallback. Auth perskills/jfrog-cli/login-flow.mdandskills/jfrog-cli/jf-api-patterns.md: (1) install CLI and verify version, (2) resolve the active environment fromjf config show, asking the user which env if multiple are saved, (3) show URLs fromjf config showand ask the user to confirm the target platform (one question at a time), (4) runjf api /artifactory/api/v1/system/readinessafter confirmation, (5) if no credentials exist, agent-driven web login — JFrog URL, session, login link, token saved viajf config add. - Official Documentation section at the bottom with 2–5 links to JFrog Help / REST API / CLI docs.
API and URL placeholders
- Preferred examples:
jf api /artifactory/api/...(path only; credentials fromjf config). Add--server-idwhen multiple servers exist. - Fallback examples: use
$JFROG_URLin full URL patterns (e.g.https://$JFROG_URL/artifactory/api/...) withAuthorization: Bearer $JFROG_ACCESS_TOKENforcurlwhen the CLI is unavailable. - Do not hardcode specific JFrog hostnames in skill content.
Reference files
- API and command catalogs live in
*-reference.mdfiles (e.g.rest-api-reference.md,api-reference.md,aql-reference.md,events-reference.md). - Keep long endpoint or command lists in reference files; keep SKILL.md focused on flow and when to use what.
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.
- yesterday First seen · 45 lines · 844 tokens per session scan A f293420ad54f
contributing is a cursor rule published in the GitHub repository jfrog/ai-agent-examples (5 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 844 tokens to every session, about $0.0042 per session on Opus 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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