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Agent skill

Hipfire Arch Port

by warpfront in warpfront/hipfire

Port hipfire compute kernels to a new RDNA / CDNA architecture (gfx1201/gfx1200/gfx94x/gfx1150/etc.).

Custom licenceAuto-check passedDevelopment

Install Hipfire Arch Port

skills CLI
$ npx skills add warpfront/hipfire --skill hipfire-arch-port -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install warpfront/hipfire hipfire-arch-port --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/warpfront/hipfire.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/hipfire-arch-port .claude/skills/hipfire-arch-port && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
hipfire-arch-port
GitHub stars
658
Token cost
~1.6k tokens
SKILL.md length
559 words
Files
7
Skills in repo
9
Repo updated
First seen
Licence
Custom licence

At a glance

Port hipfire compute kernels to a new RDNA / CDNA architecture (gfx1201/gfx1200/gfx94x/gfx1150/etc.).

  • Works in 6 steps: playbook.md — load-bearing sequence… → wmma-matrix.md — operand shapes /… → docs/methodology/arch-port-validation.md… → …
  • Adding support for a new GPU arch
  • SKILL.md covers Scope boundary, When to use, Read order and Immediate facts (load-bearing), plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Hipfire Arch Port is an agent skill from warpfront/hipfire. Port hipfire compute kernels to a new RDNA / CDNA architecture (gfx1201/gfx1200/gfx94x/gfx1150/etc.). Use when adding support for a new GPU arch, fixing arch-specific kernel codegen failures (e.g. "Cannot select intrinsic %llvm.amdgcn.wmma..."), or refactoring rdna-compute arch-conditional dispatch. Captures the workflow for WMMA/MFMA ports, ArchCaps routing, channel/speed validation selection, contributor onboarding, and known correctness traps. Triggers on phrases like "port to gfx12", "9070 XT support", "R9700…

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files (for example `contributor-onboarding.md`, `playbook.md` and `skill.json`).

It sits in Development, covering Project scaffolding and Refactoring. The repository describes itself as: RDNA-native LLM inference engine in Rust.

When your agent uses it

  • Adding support for a new GPU arch
  • Fixing arch-specific kernel codegen failures (e.g
  • Phrases like port to gfx12
  • 9070 XT support

Example prompts

  • “Cannot select intrinsic %llvm.amdgcn.wmma...”
  • “port to gfx12”
  • “9070 XT support”
  • “/hipfire-arch-port”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. playbook.md — load-bearing sequence (start here).
  2. wmma-matrix.md — operand shapes / builtins / lane layout reference (re-verify against local ROCm before extending).
  3. docs/methodology/arch-port-validation.md — correctness method (per-layer cosine / channel).
  4. docs/VALIDATION.md — which executable route covers your claim class.
  5. contributor-onboarding.md — hardware owner workflow + PR shape.
  6. speculation.md — optional after AR forward is correct (n-gram SpecTarget).

What it can do on your machine

Read from SKILL.md and the folder at commit 0f999cb. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Hipfire Arch Port loads about 1.6k tokens when it runs. Until then it costs about 161 tokens; SKILL.md has 559 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~161
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 559 words (~1,554 tokens).

“Executable skill for adding a GPU ISA arch (RDNA/CDNA gfx*) to hipfire, or fixing arch-specific codegen and dispatch bugs.”

— opening of SKILL.md by warpfront, Custom licence
name
hipfire-arch-port

Read the full SKILL.md on GitHub

Files

SKILL.md and 6 other files in .agents/skills/hipfire-arch-port of warpfront/hipfire.

  • SKILL.md
  • contributor-onboarding.md
  • playbook.md
  • skill.json
  • speculation.md
  • validation.md
  • wmma-matrix.md

Open the folder on GitHubat commit 0f999cb

Compare with similar skills

Hipfire Arch Port next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Hipfire Arch Port compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hipfire Arch Port this skillwarpfront/hipfire658—~1.6kAutomated safety check: PassCustom licence
PonytailDavidObando/gsharp5657 repos~1.7kAutomated safety check: PassMIT
Unslop CodeJCarterJohnson/vibecoded-design-tells513—~2.5kAutomated safety check: PassCustom licence
Rust Hygiene Audittsz-org/tsz577—~1.5kAutomated safety check: PassApache-2.0
Nextjs App Architecturejakubwarkusz/themes1231 repos~2.5kAutomated safety check: PassMIT
Task Workflowikarenkov/Modo343—~2.4kAutomated safety check: PassNone

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More from warpfront/hipfire

All 9 skills in this repo

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  • Hipfire Kernel Atlas

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  • Hipfire Tester

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  • Rebase Onto Modular

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Categories

Questions about Hipfire Arch Port

What does Hipfire Arch Port do?

Port hipfire compute kernels to a new RDNA / CDNA architecture (gfx1201/gfx1200/gfx94x/gfx1150/etc.). Hipfire Arch Port is an agent skill from warpfront/hipfire.).

When should I use Hipfire Arch Port?

Hipfire Arch Port fits situations like: adding support for a new GPU arch; fixing arch-specific kernel codegen failures (e.g; phrases like port to gfx12; 9070 XT support.

How do I install Hipfire Arch Port in Claude Code?

Run `npx skills add warpfront/hipfire --skill hipfire-arch-port -a claude-code`. Or copy the skill folder (.agents/skills/hipfire-arch-port in warpfront/hipfire) into .claude/skills/hipfire-arch-port in your project. Claude Code loads it when a task matches its description.

How do I install Hipfire Arch Port in Codex?

Run `npx skills add warpfront/hipfire --skill hipfire-arch-port -a codex`. Or copy the skill folder (.agents/skills/hipfire-arch-port in warpfront/hipfire) into .agents/skills/hipfire-arch-port in your project. Codex loads it when a task matches its description.

Can I use Hipfire Arch Port in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add warpfront/hipfire --skill hipfire-arch-port -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hipfire-arch-port, .gemini/skills/hipfire-arch-port, .github/skills/hipfire-arch-port and .opencode/skills/hipfire-arch-port in your project.

What does Hipfire Arch Port need to run?

SKILL.md names no scripts, command-line tools or credentials: Hipfire Arch Port is instructions for the agent only.

Does Hipfire Arch Port access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Hipfire Arch Port safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Hipfire Arch Port use?

Hipfire Arch Port has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Hipfire Arch Port use?

About 1.6k tokens (SKILL.md is roughly 6.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Hipfire Arch Port?

Skills that share tags, products or a category with Hipfire Arch Port: Ponytail (DavidObando/gsharp, 565 stars), Unslop Code (JCarterJohnson/vibecoded-design-tells, 513 stars), Rust Hygiene Audit (tsz-org/tsz, 577 stars) and Nextjs App Architecture (jakubwarkusz/themes, 123 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hipfire Arch Port?

warpfront (a GitHub organization) maintains it in warpfront/hipfire, which has 658 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 10, 2026.

Source: warpfront/hipfire on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.