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 noel-yap/dot-ai --skill functional-core-imperative-shellgit clone --depth 1 https://github.com/noel-yap/dot-aiWrote 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/noel-yap/dot-ai/functional-core-imperative-shell)<a href="https://agentmods.dev/skills/noel-yap/dot-ai/functional-core-imperative-shell"><img src="https://agentmods.dev/badge/skills/noel-yap/dot-ai/functional-core-imperative-shell/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/noel-yap/dot-ai/functional-core-imperative-shell"><img src="https://agentmods.dev/badge/skills/noel-yap/dot-ai/functional-core-imperative-shell.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 | $0.00098 | $0.03106 |
| Opus 5.5 | $0.00039 | $0.01242 |
| Sonnet 5.5 | $0.00020 | $0.00621 |
| Haiku 4.5 | $0.00010 | $0.00311 |
Grade A, and why
functional-core-imperative-shell 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 2mo 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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
9 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.
- evals/_assertions.py 11 KB runs code
- evals/conftest.py 1.9 KB runs code
- evals/samples/order_processor.ts 1.6 KB runs code
- evals/samples/pipeline_coordinator.ts 1.9 KB runs code
- evals/test_assertions.py 13 KB runs code
- evals/test_evals.py 2.2 KB runs code
- evals/typescript/evals.json 6.8 KB
- Makefile 439 B
- tests/test_skill.py 4.6 KB runs code
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.
- 2mo ago First seen · 318 lines · 98 tokens per session scan A e04e0bf70baa
functional-core-imperative-shell is a skill published in the GitHub repository noel-yap/dot-ai (2 stars, last pushed 3mo ago), with no licence file. It adds 98 tokens to every session and 3,106 once invoked, about $0.0004 per session on Opus 5.5. 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.
functional-core-imperative-shell compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| functional-core-imperative-shellnoel-yap/dot-ai | Skill | 2 | 3mo ago | none | A | 98 | Claude Code, Codex |
| no-bare-castsprisma/orm | Skill | 48k | today | Apache-2.0 | A | 52 | Claude Code, Codex |
| coding-standardshashgraph-online/awesome-codex-plugins | Skill | 1.5k | today | Apache-2.0 | A | 28 | Claude Code, Codex |
| best-practicesFradSer/dotclaude | Skill | 596 | yesterday | MIT | A | 52 | Claude Code |
| plankton-code-qualityloulanyue/awesome-claude-notes | Skill | 271 | 1mo ago | MIT | A | 34 | Claude Code |
| architecture-auditorg2AI/ORG2 | Skill | 2.6k | 3d ago | AGPL-3.0 | A | 70 | Claude Code, Codex |
| supermux-coreUstaLabs/supermux | Skill | 31 | yesterday | MIT | A | 46 | Claude Code, Codex |