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 jxoesneon/Ciel --skill security-bounty-huntergit clone --depth 1 https://github.com/jxoesneon/CielWrote 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/jxoesneon/ciel/security-bounty-hunter)<a href="https://agentmods.dev/skills/jxoesneon/ciel/security-bounty-hunter"><img src="https://agentmods.dev/badge/skills/jxoesneon/ciel/security-bounty-hunter/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/jxoesneon/ciel/security-bounty-hunter"><img src="https://agentmods.dev/badge/skills/jxoesneon/ciel/security-bounty-hunter.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 | $0.00022 | $0.00496 |
| Opus 5 | $0.00011 | $0.00248 |
| Sonnet 5 | $0.00004 | $0.00099 |
| Haiku 4.5 | $0.00002 | $0.00050 |
Grade A, and why
security-bounty-hunter scanned grade A with 0 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 9d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
CIEL ADAPTATION: Security Bounty Hunter (Offensive Discovery)
This skill formalizes "Practical Vulnerability Hunting." Unlike a broad security review, it focuses on remotely reachable, user-controlled attack paths that qualify for responsible disclosure.
In-Scope Patterns (The High-Value Sink)
- SSRF: User-controlled URLs reaching internal networks or cloud metadata.
- Auth Bypass: Logical flaws in middleware or API guards.
- RCE: Unsafe deserialization or upload-to-code-execution paths.
- SQLi: User input reaching a database sink without parameterization.
- Path Traversal: Arbitrary file read/write via unsanitized paths.
Skip (Low-Signal)
- Local-only bugs (CLI-only
exec). - Missing security headers (informative only).
- Self-XSS.
- Demo or test-only code.
Discovery Workflow
- Entrypoint ID: Find all HTTP handlers, webhooks, and parsers.
- Triage: Use
semgreporgrep_searchto find candidate sinks. - Trace: Read the code path end-to-end to verify user control.
- PoC: Construct the smallest safe proof-of-concept (PoC) to verify exploitability.
Anti-Patterns
- Vibes-Hunting: Claiming a bug exists without a working PoC.
- Noisy Scans: Reporting 50 "Low" severity lint warnings as "Bounties."
- Scope Blindness: Hunting on endpoints explicitly excluded in
SECURITY.md.
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.
- 9d ago First seen · 54 lines · 22 tokens per session scan A 3ad5f331b2c0
security-bounty-hunter is a skill published in the GitHub repository jxoesneon/Ciel (1 stars, last pushed 5d ago), licensed Apache-2.0. It adds 22 tokens to every session and 496 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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