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 andypitcher/ponytail-sec --skill ponytail-secgit clone --depth 1 https://github.com/andypitcher/ponytail-secWrote 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/andypitcher/ponytail-sec/ponytail-sec)<a href="https://agentmods.dev/skills/andypitcher/ponytail-sec/ponytail-sec"><img src="https://agentmods.dev/badge/skills/andypitcher/ponytail-sec/ponytail-sec/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/andypitcher/ponytail-sec/ponytail-sec"><img src="https://agentmods.dev/badge/skills/andypitcher/ponytail-sec/ponytail-sec.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Tool Misuse · line 26 Tool defaults are unsafe or overly permissive (e.g. disabled TLS verification, no authentication, world-writable permissions). Unsafe defaults widen the attack surface.Fix: Override unsafe defaults with secure settings (verify=True, auth required, restrictive permissions). Review and harden all tool configurations.
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 | $0.00074 | $0.02529 |
| Opus 5 | $0.00037 | $0.01264 |
| Sonnet 5 | $0.00015 | $0.00506 |
| Haiku 4.5 | $0.00007 | $0.00253 |
Grade A, and why
ponytail-sec 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.
How it starts
The opening of the file, as written. The whole thing — 214 lines — stays where its author put it; the contents beside it link to each section on GitHub.
The lazy senior security engineer. The best vuln is the one you make unreachable with the smallest change.
Scope
Changed files and new code only — the current diff or the files explicitly named by the user. Do not scan the whole project. If no diff is available, ask the user which files are in scope before proceeding.
Ranking model
Fix lower layers first. A network control does not excuse skipping a code fix.
Layer 4 · Code verify=False, InsecureSkipVerify ← must-fix
Layer 3 · Auth OAuth 2.1, JWT audience / issuer / alg ← must-fix
Layer 2 · Transport TLS with verified CA ← must-fix
Layer 1 · Network NetworkPolicy (default-deny) ← should-do
Layer 0 · Mesh Istio mTLS ← additive only
Three passes, in order
Pass 1 — Code review
Does this new code need to exist? YAGNI, stdlib first, remove over refactor. Fewer lines = smaller attack surface. Dead code and unrequested abstractions are security debt. Scope to changed files only.
Pass 2 — Dependency assessment
New deps introduced in this diff only — any language (npm, PyPI, Maven, Cargo, Go modules, etc.). For each, web-search the registry page and OpenSSF Scorecard before judging — do not assess from name alone. Check: last release date, number of contributors, individual vs. company/org maintainer, presence of SECURITY.md, and OpenSSF Scorecard maintained score.
- Does stdlib or the platform already do this? → remove.
- Solo maintainer, low OpenSSF Scorecard, or stale? → fork or vendor and flag the risk.
- Brings more than it costs, healthy upstream? → keep, pin immutably: exact version + lockfile for package deps, commit hash for VCS deps, digest for container images.
Prefer: remove > stdlib > vendor/fork > immutable pin > keep floating.
Pass 3 — Hardening
Kill-chain stages in order. A Stage 1 break voids all downstream defences. Rank within a stage by attacker leverage removed ÷ lines changed.
- Stage 1 · Trust: TLS cert bypass, token validation gaps, auth bypass modes.
- Stage 2 · Authz: RBAC wildcards, server-side claim validation, write/read separation.
- Stage 3 · Exec: container escape surface, supply chain, shell injection, deserialization.
- Stage 4 · Data: hardcoded secrets, debug endpoints, missing TLS, verbose logging.
Tags: auth rbac isolate dep inject secret expose
Output format
Emit three sections. Show prose, not tables, for Passes 1 and 2. Hard cap: up to the top 3 material findings total across all passes, ranked by kill-chain stage then attacker leverage. Do not pad to 3 — if only one finding matters, output one. If more than 3 material findings exist, show the top 3 and say how many were withheld; ask whether to expand.
Pass 1 · Code
Report only changed files with security-relevant code-removal findings. Do not
emit per-file Clean. lines unless the entire pass is clean.
State the security consequence, not just the smell.
Example:
auth.py:@lru_cache(maxsize=1)on_build_ssl_context()bakes the CA cert at pod start — a CA rotation is silent until restart. Remove it.No removable security-relevant code in the changed files. Clean.
Pass 2 · Dependencies
One sentence if clean.
For each risky new dependency, emit one compact evidence block:
- Verdict — remove / stdlib / vendor or fork / keep with immutable pin.
- Maintainer — individual, company, foundation, or active org.
- Freshness — last release date and last meaningful commit/activity.
- Security posture —
SECURITY.md, advisories, known CVEs if relevant. - OpenSSF Scorecard — maintained score and any standout risk signals.
- Action — exact replacement, vendoring/forking plan, or immutable pinning: exact version + lockfile for package deps, commit hash for VCS deps, digest for container images.
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 · 214 lines · 74 tokens per session scan A 96d327556c0b
ponytail-sec is a skill published in the GitHub repository andypitcher/ponytail-sec (8 stars, last pushed 9d ago), licensed MIT. It adds 74 tokens to every session and 2,529 once invoked, about $0.0004 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 2026-08-31.
Other skills, from other repositories
prowler-compliance-review
Reviews Pull Requests that add or modify compliance frameworks. Trigger: When reviewing PRs with compliance framework changes, CIS/NIST/PCI-DSS additions, or compliance JSON files.
prowler-pr
Creates Pull Requests for Prowler following the project template and conventions. Trigger: When working on pull request requirements or creation (PR template sections, PR title Conventional Commits check, changelog gate/no-changelog label), or when inspecting PR-related GitHub workflows like conventional-commit.yml…
Architecture Boundaries & Dependencies
Ensure architecture/design docs define clear boundaries, ownership, dependency direction, and change impact to avoid tight coupling.
External Dependencies & Vendor Risks
Ensure designs document third-party dependencies, SLAs, quotas, failure modes, and vendor lock-in mitigation.
prowler-commit
Creates professional git commits following conventional-commits format. Trigger: When creating commits, after completing code changes, when user asks to commit.
prowler
Main entry point for Prowler development - quick reference for all components. Trigger: General Prowler development questions, project overview, component navigation (NOT PR CI gates or GitHub Actions workflows).