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Mali-G77-MC9: Skill for Claude Code

.agents/skills/mali-re/SKILL.md

mali-re is a skill for Claude Code, Codex from VectorJet/Mali-G77-MC9. It costs 131 tokens per session (1,791 once invoked), scanned A, original, no licence file.

A reverse-engineering workflow for the ARM Mali-G77 MC9 graphics processor and its Linux kernel driver.

In plain words
What is it for?
It is for analysing GPU binaries, driver communication, shader code, memory behaviour, and captured or replayed Chrome GPU jobs.
Why use it?
It provides a defined way to investigate how GPU software, memory, shaders, and submitted jobs work.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing. Also seen: installed under .agents/ (shared by several agents).

This is VectorJet/Mali-G77-MC9's own configuration. It tells Claude Code and Codex how to work on Mali-G77-MC9 itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything Mali-G77-MC9 configures →

not rated 7repo 2mo ago A scan 131 tokens no licence
View source ↗ VectorJet/Mali-G77-MC9
Reuse

Borrowing it

Nothing to install: this file belongs to VectorJet/Mali-G77-MC9. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/VectorJet/Mali-G77-MC9/main/.agents/skills/mali-re/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/VectorJet/Mali-G77-MC9

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for mali-re

README.md
[![agentmods](https://agentmods.dev/badge/skills/vectorjet/mali-g77-mc9/mali-re/github.svg)](https://agentmods.dev/skills/vectorjet/mali-g77-mc9/mali-re)
Your own site
<a href="https://agentmods.dev/skills/vectorjet/mali-g77-mc9/mali-re"><img src="https://agentmods.dev/badge/skills/vectorjet/mali-g77-mc9/mali-re/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.

agentmods 80×15 button for mali-re

Your own site · 80×15
<a href="https://agentmods.dev/skills/vectorjet/mali-g77-mc9/mali-re"><img src="https://agentmods.dev/badge/skills/vectorjet/mali-g77-mc9/mali-re.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 131 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,791 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00131 $0.01791
Opus 5.5 $0.00052 $0.00716
Sonnet 5.5 $0.00026 $0.00358
Haiku 4.5 $0.00013 $0.00179

Measured 2mo ago against content hash 84471bdc7536, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

mali-re 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.

.agents/skills/mali-re/SKILL.md · 193 lines

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.

Read it on GitHub

Files

What ships with it

1 file 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.

Changes

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.

  1. 2mo ago First seen · 193 lines · 131 tokens per session scan A 84471bdc7536

Subscribe to this mod's changes

mali-re is a skill published in the GitHub repository VectorJet/Mali-G77-MC9 (7 stars, last pushed 2mo ago), with no licence file. It adds 131 tokens to every session and 1,791 once invoked, about $0.0005 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.

DebuggingHardware and IoT
Related

mali-re compared with skills from other repositories

mali-re next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
mali-reVectorJet/Mali-G77-MC9Skill72mo agononeA131Claude Code, Codex
gke-ai-troubleshooting-tpu-dynamic-slices-monitoringgoogle/skillsSkill23ktodayApache-2.0A107Claude Code, Codex
gke-ai-troubleshooting-tpu-vbar-oomgoogle/skillsSkill23ktodayApache-2.0A125Claude Code, Codex
doca-flowNVIDIA/skillsSkill3.9ktodayApache-2.0A224Claude Code, Codex
competition-firmware-layoutzhaoxuya520/reverse-skillSkill44k1mo agoMITA110Codex
diagnose-driver-installNVIDIA/deepopsSkill1.5ktodayBSD-3-ClauseA47Claude Code, Codex
catc-troubleshootautomateyournetwork/netclawSkill716todayApache-2.0A114Claude Code