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 Kevin-Liu-01/Agent-Machines --skill minimal-first-implementationgit clone --depth 1 https://github.com/Kevin-Liu-01/Agent-MachinesWrote 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/kevin-liu-01/agent-machines/minimal-first-implementation)<a href="https://agentmods.dev/skills/kevin-liu-01/agent-machines/minimal-first-implementation"><img src="https://agentmods.dev/badge/skills/kevin-liu-01/agent-machines/minimal-first-implementation/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/kevin-liu-01/agent-machines/minimal-first-implementation"><img src="https://agentmods.dev/badge/skills/kevin-liu-01/agent-machines/minimal-first-implementation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00050 | $0.00993 |
| Opus 5 | $0.00025 | $0.00496 |
| Sonnet 5 | $0.00010 | $0.00199 |
| Haiku 4.5 | $0.00005 | $0.00099 |
Grade A, and why
minimal-first-implementation 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 — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Minimal-First Implementation
The Rule
Build the smallest thing that is correct, tested, and fail-closed. Do not build the smallest thing that compiles.
What This Means
1. Name every case up front
The decision logic should be exhaustive from day one. If there are three resize strategies, define all three variants now. The decision tree should be complete even when execution is partial.
This is not speculative design. It is documenting the problem space so the code tells the truth about what it handles and what it does not.
2. Implement only the cases that have a real consumer today
A named variant with no execution path returns a typed error:
match action {
ResizeAction::Hotplug => hotplug(spec),
ResizeAction::LiveMigration => Err(ResizeError::NotImplemented),
ResizeAction::ColdMigration => Err(ResizeError::NotImplemented),
}
That is not incomplete. That is the correct first version. The variant exists so the compiler and tests can prove the decision logic is exhaustive. The execution exists only when someone needs it.
3. Unimplemented cases fail loudly, not silently
Never return Ok(()) for a path you have not built. Never log a warning
and continue. Return a typed error that the caller can match on. This is
the intersection with fail-closed case matching: if a resize request
routes to LiveMigration and that path is not wired, the user gets a
clear rejection, not a silent no-op.
4. No framework ahead of a second consumer
Do not add:
- state machine engines
- workflow orchestrators
- plugin interfaces
- generic trait hierarchies
- configuration DSLs
until there is a real second consumer that would benefit. The first consumer should use concrete types, free functions, and direct calls. If a pattern emerges after the second consumer, extract it then.
5. Shared packages only after the core stabilizes
A shared package (packages/go/...) is justified only when:
- the core mechanics are stable and tested
- there are at least two real consumers (or one consumer plus an obvious adjacent second consumer)
- the exported API does not encode one app's domain nouns
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 · 119 lines · 50 tokens per session scan A 6bc0e317f658
minimal-first-implementation is a skill published in the GitHub repository Kevin-Liu-01/Agent-Machines (29 stars, last pushed today), licensed MIT. It adds 50 tokens to every session and 993 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 2026-09-03.
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