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 jeremylongworth-source/AgentSkills --skill ai-pilot-selectiongit clone --depth 1 https://github.com/jeremylongworth-source/AgentSkillsWrote 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/jeremylongworth-source/agentskills/ai-pilot-selection)<a href="https://agentmods.dev/skills/jeremylongworth-source/agentskills/ai-pilot-selection"><img src="https://agentmods.dev/badge/skills/jeremylongworth-source/agentskills/ai-pilot-selection/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/jeremylongworth-source/agentskills/ai-pilot-selection"><img src="https://agentmods.dev/badge/skills/jeremylongworth-source/agentskills/ai-pilot-selection.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 | $0.00058 | $0.00346 |
| Opus 5 | $0.00029 | $0.00173 |
| Sonnet 5 | $0.00012 | $0.00069 |
| Haiku 4.5 | $0.00006 | $0.00035 |
Grade A, and why
ai-pilot-selection 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
AI Pilot Selection
Core Workflow
- Define the business decision the pilot should inform.
- Compare candidate pilots by value, feasibility, risk, measurability, adoption readiness, and time to learn.
- Define hypothesis, users, workflow, data, tools, baseline, success metrics, guardrails, decision rules, and owner.
- Keep pilot scope small enough to learn without creating hidden production dependency.
- Identify governance, security, privacy, people, customer, and legal review needs before launch.
- State continue, revise, scale, or stop criteria.
Safety Rules
- Do not treat a pilot as production approval.
- Do not recommend autonomous actions without explicit review and controls.
- Do not invent baseline metrics, ROI, data access, or user adoption.
- Escalate pilots involving sensitive data, customer impact, employment impact, regulated decisions, production systems, or security controls.
Deliverable Shape
For AI pilot selection, provide:
- Candidate comparison
- Selected pilot and rationale
- Hypothesis
- Scope and non-goals
- Metrics and guardrails
- Governance review needs
- Decision rules
- Owner and timeline
References
- Read
references/ai-pilot-selection-checklist.mdwhen selecting, scoping, or reviewing AI pilots and experiments.
What ships with it
2 files 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.
- 9d ago First seen · 47 lines · 58 tokens per session scan A 6dcd3eefc5a0
ai-pilot-selection is a skill published in the GitHub repository jeremylongworth-source/AgentSkills (1 stars, last pushed 7d ago), licensed MIT. It adds 58 tokens to every session and 346 once invoked, about $0.0003 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.
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