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 agentmods add instructions/amal-david/mlx-porting-skill/agents-mdgit clone --depth 1 https://github.com/Amal-David/mlx-porting-skillWrote 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/instructions/amal-david/mlx-porting-skill/agents-md)<a href="https://agentmods.dev/instructions/amal-david/mlx-porting-skill/agents-md"><img src="https://agentmods.dev/badge/instructions/amal-david/mlx-porting-skill/agents-md.svg" alt="Measured on agentmods" 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 | $0.00713 | $0.00713 |
| Opus 5 | $0.00357 | $0.00357 |
| Sonnet 5 | $0.00143 | $0.00143 |
| Haiku 4.5 | $0.00071 | $0.00071 |
Grade C, and why
mlx-porting-skill AGENTS.md scanned grade C with 1 finding 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 4d 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.
Hidden instructionshighPrompt injection
Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.
<!-- superplan-entry-instructions:start --> Copies of this mod
1 near-identical copy found in the catalogue:
- mlx-porting-skill CLAUDE.md — 88% identical, 12 lines differ
How it starts
The opening of the file, as written. The whole thing — 54 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Contributor instructions
Treat this repository as an executable engineering standard, not a prompt collection.
- Preserve source provenance and review depth. Never promote an
indexedsource tosynthesizedwithout recording the affected rule or runbook. - Prefer official MLX code and documentation over secondary performance claims.
- Do not introduce a technique as “supported” until a reproducible MLX path and validation gate exist.
- Keep
SKILL.mdcompact. Put architecture detail inreferences/and structured facts inassets/. - Scripts must be inspectable, non-destructive by default, and must not execute remote model code.
- Daily automation may collect candidates and open a review change. It must not auto-merge research-derived recommendations.
- Every optimization change needs a correctness check, benchmark metadata, and a rollback condition.
Optional Superplan Operating Contract
When Superplan is installed, load and follow superplan-entry from the first
available location:
.codex/skills/superplan-entry/SKILL.md.superplan/skills/superplan-entry/SKILL.md${HOME}/.config/superplan/skills/superplan-entry/SKILL.md${HOME}/.codex/skills/superplan-entry/SKILL.md
If Superplan is unavailable, continue with the repository-native workflow in
VALIDATION.md; optional orchestration must never make a fresh checkout
unusable.
When Superplan is active:
- No implementation before loading and following
superplan-entry. - No broad repo exploration before loading and following
superplan-entry. - No planning or repo-specific clarification before loading and following
superplan-entry. - Keep workflow control internal: do not narrate skill names, routing, or command logs to the user.
- If
.superplan/exists, treat the Superplan CLI as the execution control plane. - Prefer workspace harnesses, scripts, and custom workflows when
superplan-entryroutes you there.
Canonical loop when Superplan is active:
- Run
superplan status --json. - Claim or resume work with
superplan run --jsonorsuperplan run <task_id> --json. - Continue through the owning Superplan phase instead of improvising a parallel workflow.
- Use lifecycle commands such as
superplan task runtime block,superplan task runtime request-feedback, andsuperplan task review complete; never hand-edit.superplan/runtime/.
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.
- 4d ago First seen · 54 lines · 713 tokens per session scan C 4d59e8ddb6eb
mlx-porting-skill AGENTS.md is an instructions file published in the GitHub repository Amal-David/mlx-porting-skill (5 stars, last pushed yesterday), licensed Apache-2.0. It adds 713 tokens to every session, about $0.0036 per session on Opus 5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
Logue CLAUDE.md
Instructions for bitwize-ai/Logue, covering logue — development guidelines, project overview, running the build you just made, where documentation goes and dependencies.
osaurus AGENTS.md
AGENTS.md instructions for osaurus-ai/osaurus, covering codex configuration - osaurus-staging, build & test, keychain tip (optional), osaurus release proof and pr reporting and model runtime non-negotiables.
apfel CLAUDE.md
Instructions for Arthur-Ficial/apfel, covering apfel - project instructions, the golden goal, core product (this is what apfel is), byproducts (useful, but not the pitch) and readme.md structure rule.
speech-swift AGENTS.md
AGENTS.md instructions for soniqo/speech-swift, covering agent instructions, communication style, workflow, running tests and benchmarks — sequential and memory-aware and git conventions.
speech-studio AGENTS.md
Instructions for soniqo/speech-studio, covering agent instructions, project, stack, sibling repos under /repos/ and build.
localvoxtral AGENTS.md
AGENTS.md instructions for T0mSIlver/localvoxtral, covering localvoxtral — agent guide, build & test — read this first on a non-mac dev box, proof culture — non-negotiable, test tiers — the short version and ci / shipping.