Agent skill

Designing With Tilefoundry

by sablin39 in sablin39/tilelang-cuda-skills

Describe model or operator HIR with TileFoundry, inspect topology and placement, run static cost analysis, visualize authored dataflow, and check a runtime implementation against its evaluator.

No licenceAuto-check passedDatabases

Install Designing With Tilefoundry

skills CLI
$ npx skills add sablin39/tilelang-cuda-skills --skill designing-with-tilefoundry -a claude-code

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

GitHub CLI
$ gh skill install sablin39/tilelang-cuda-skills designing-with-tilefoundry --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/sablin39/tilelang-cuda-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/designing-with-tilefoundry .claude/skills/designing-with-tilefoundry && 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
designing-with-tilefoundry
GitHub stars
145
Token cost
~3.4k tokens
SKILL.md length
1,645 words
Files
2 (incl. references)
Skills in repo
10
Repo updated
First seen
Licence
None found

At a glance

Describe model or operator HIR with TileFoundry, inspect topology and placement, run static cost analysis, visualize authored dataflow, and check a runtime implementation against its evaluator.

  • TileFoundry requests and high-level fusion
  • SKILL.md covers Check the tool before changing…, Use the CLI as the primary…, Learn the authoring DSL from… and Select the target by SM…, plus 5 more sections
  • Calls python
  • Memory-placement design before

What it does

Designing With Tilefoundry is an agent skill from sablin39/tilelang-cuda-skills. Describe model or operator HIR with TileFoundry, inspect topology and placement, run static cost analysis, visualize authored dataflow, and check a runtime implementation against its evaluator. Use for TileFoundry requests and high-level fusion, sharding, or memory-placement design before or alongside TileLang kernel work.

Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/tilelang-twin.md`).

It sits in Databases, covering Database administration. The repository describes itself as: Skills for writing tilelang and debugging with CUDA toolkits.

When your agent uses it

  • TileFoundry requests and high-level fusion
  • Memory-placement design before
  • Alongside TileLang kernel work

Example prompts

  • “/designing-with-tilefoundry”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 502a514. 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

    Shell commands in SKILL.md call:

    • python

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

  • Network

    Links to these hosts (documentation or services it may open):

    • github.com

    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

Designing With Tilefoundry loads about 3.4k tokens when it runs, and up to ~4.6k if it reads all its reference files. Until then it costs about 88 tokens; SKILL.md has 1,645 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~88
When it runs · the whole SKILL.md, loaded when a task matches
~3.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.6k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 1,645 words (~3,362 tokens).

“Use TileFoundry as an authored model and operator layer. It can describe logical HIR, topology and placement, evaluate the description, estimate work and data movement, and compare a runtime twin with that evaluator. Carry the selected design into TileLang for…”

— opening of SKILL.md by sablin39
name
designing-with-tilefoundry

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (references) in skills/designing-with-tilefoundry of sablin39/tilelang-cuda-skills.

  • SKILL.md
  • references/tilelang-twin.md

Open the folder on GitHubat commit 502a514

Compare with similar skills

Designing With Tilefoundry 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.

Designing With Tilefoundry compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Designing With Tilefoundry this skillsablin39/tilelang-cuda-skills145—~3.4kAutomated safety check: PassNone
Hybrid Cloud Outboxesgetsentry/sentry46k—~4.8kAutomated safety check: PassCustom licence
Replicate Video AdJingyi-Wu-Richael/replicate-video-ad1081 repos~1.6kAutomated safety check: PassNone
Sea Orm 2FlyinPancake/yoink112—~2.9kAutomated safety check: PassApache-2.0
Pixel Perfect ReplicationYu-369/VibeCurb979—~8.7kAutomated safety check: PassMIT
Horse Database PoolingHashLoad/horse1.4k—~1.4kAutomated safety check: PassMIT

Similar skills

  • Hybrid Cloud Outboxes

    getsentry/sentry

    Official

    Guide for creating and maintaining outbox-based eventually consistent operations in Sentry.

    46k GitHub stars~4.8k tokensUpdated today
    DatabasesAuto-check passed
  • Replicate Video Ad

    Jingyi-Wu-Richael/replicate-video-ad

    Analyze a reference video frame by frame and turn its visual grammar, story beats, dialogue, product reveal, proof sequence, and conversion structure into a production-ready ecommerce story-ad…

    108 GitHub starsUsed in 1 repo~1.6k tokens
    DatabasesAuto-check passed
  • Sea Orm 2

    FlyinPancake/yoink

    Expert guidance for SeaORM 2.0, Rust's async ORM with strongly-typed columns, nested ActiveModels, Entity Loader API, and entity-first workflow.

    112 GitHub stars~2.9k tokensUpdated 5 days ago
    DatabasesAuto-check passed
  • Image-to-code replication pipeline. An agent skill from Yu-369/VibeCurb.

    979 GitHub stars~8.7k tokensUpdated 2 mo ago
    DatabasesAuto-check passed
  • Guide for setting up thread-safe database connection pooling (FireDAC / UniDAC) in multithreaded Horse applications.

    1.4k GitHub stars~1.4k tokensUpdated 3 days ago
    DatabasesAuto-check passed
  • Redis Clustering

    redis/agent-skills

    Official

    Redis Cluster and replication guidance covering hash tags for multi-key operations, avoiding CROSSSLOT errors, and reading from replicas to scale read-heavy workloads.

    165 GitHub starsUsed in 1 repo~1k tokens
    DatabasesAuto-check passed

More from sablin39/tilelang-cuda-skills

All 10 skills in this repo
  • Torch Profiling Tilelang Programs

    sablin39/tilelang-cuda-skills

    Inspect a PyTorch baseline with torch.compile graphs/code and torch.profiler before drafting a custom kernel, then compare TileLang and PyTorch timelines, forward/backward regions, and allocations.

    145 GitHub stars~1.3k tokensUpdated 24 days ago
    Auto-check passed
  • Writing Tilelang Design Docs

    sablin39/tilelang-cuda-skills

    Write human-facing TileLang design documents for proposed or completed kernel implementations.

    145 GitHub stars~2.2k tokensUpdated 24 days ago
    Auto-check passed
  • Cuda

    sablin39/tilelang-cuda-skills

    Draft, debug, and measure CUDA kernels and host launch workflows.

    145 GitHub stars~990 tokensUpdated 24 days ago
    Auto-check passed
  • Debugging Tilelang Programs

    sablin39/tilelang-cuda-skills

    Diagnose TileLang compilation, host argument, memory-liveness, runtime, and numerical failures.

    145 GitHub stars~1.6k tokensUpdated 24 days ago
    Auto-check passed
  • Profiling Tilelang Programs

    sablin39/tilelang-cuda-skills

    Measure TileLang kernel and workflow performance, choose benchmark or timeline tools, and compare implementations fairly.

    145 GitHub stars~1.6k tokensUpdated 24 days ago
    Auto-check passed
  • Optimizing Tilelang Programs

    sablin39/tilelang-cuda-skills

    Tune a correct TileLang kernel using measured bottlenecks, tile sizes, layouts, pipelining, fusion, and autotuning.

    145 GitHub stars~1k tokensUpdated 24 days ago
    Auto-check passed

Categories

Questions about Designing With Tilefoundry

What does Designing With Tilefoundry do?

Describe model or operator HIR with TileFoundry, inspect topology and placement, run static cost analysis, visualize authored dataflow, and check a runtime implementation against its evaluator. Designing With Tilefoundry is an agent skill from sablin39/tilelang-cuda-skills. Describe model or operator HIR with TileFoundry, inspect topology and placement, run static cost analysis, visualize authored dataflow, and check a runtime implementation against its evaluator.

When should I use Designing With Tilefoundry?

Designing With Tilefoundry fits situations like: tileFoundry requests and high-level fusion; memory-placement design before; alongside TileLang kernel work.

How do I install Designing With Tilefoundry in Claude Code?

Run `npx skills add sablin39/tilelang-cuda-skills --skill designing-with-tilefoundry -a claude-code`. Or copy the skill folder (skills/designing-with-tilefoundry in sablin39/tilelang-cuda-skills) into .claude/skills/designing-with-tilefoundry in your project. Claude Code loads it when a task matches its description.

How do I install Designing With Tilefoundry in Codex?

Run `npx skills add sablin39/tilelang-cuda-skills --skill designing-with-tilefoundry -a codex`. Or copy the skill folder (skills/designing-with-tilefoundry in sablin39/tilelang-cuda-skills) into .agents/skills/designing-with-tilefoundry in your project. Codex loads it when a task matches its description.

Can I use Designing With Tilefoundry 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 sablin39/tilelang-cuda-skills --skill designing-with-tilefoundry -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/designing-with-tilefoundry, .gemini/skills/designing-with-tilefoundry, .github/skills/designing-with-tilefoundry and .opencode/skills/designing-with-tilefoundry in your project.

What does Designing With Tilefoundry need to run?

Going by SKILL.md and its folder, Designing With Tilefoundry needs the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Designing With Tilefoundry access the network?

SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.

Is Designing With Tilefoundry 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 Designing With Tilefoundry use?

No licence was found for Designing With Tilefoundry or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Designing With Tilefoundry use?

About 3.4k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.3k tokens, read only when the agent opens those files.

What are the alternatives to Designing With Tilefoundry?

Skills that share tags, products or a category with Designing With Tilefoundry: Hybrid Cloud Outboxes (getsentry/sentry, 46k stars), Replicate Video Ad (Jingyi-Wu-Richael/replicate-video-ad, 108 stars), Sea Orm 2 (FlyinPancake/yoink, 112 stars) and Pixel Perfect Replication (Yu-369/VibeCurb, 979 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Designing With Tilefoundry?

sablin39 (a GitHub user) maintains it in sablin39/tilelang-cuda-skills, which has 145 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on September 15, 2026.

Source: sablin39/tilelang-cuda-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.