What is tilelang-submodule-pull?

An automatic updater for the TileLang repository and its third-party code, using Git submodules—linked repositories stored inside a larger repository.

Use it to pull repository submodules, refresh third-party code, retry failed updates, or keep an automated pull process running with logs.

It reduces manual work when dependencies are missing or outdated and can retry common pull failures. It also records the pull process and stops after a fixed maximum runtime.

How tile-ai/tilelang-ascend configures Claude Code and Codex

Reuse

Borrowing it

Nothing to install: this file belongs to tile-ai/tilelang-ascend. 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/tile-ai/tilelang-ascend/ascendc_pto/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/tile-ai/tilelang-ascend

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/tile-ai/tilelang-ascend/tilelang-submodule-pull/github.svg)](https://agentmods.dev/skills/tile-ai/tilelang-ascend/tilelang-submodule-pull)

Your own site

<a href="https://agentmods.dev/skills/tile-ai/tilelang-ascend/tilelang-submodule-pull"><img src="https://agentmods.dev/badge/skills/tile-ai/tilelang-ascend/tilelang-submodule-pull/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/tile-ai/tilelang-ascend/tilelang-submodule-pull"><img src="https://agentmods.dev/badge/skills/tile-ai/tilelang-ascend/tilelang-submodule-pull.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 103 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,645 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. Third-party audits

NVIDIA SkillSpector warn 7 Sept 2026

SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

medium Rogue Agent · line 41
Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.

Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.

How audits are shown

Origin original 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.

Model	Per session	Once invoked
Fable 5.1	$0.00103	$0.01645
Opus 5.5	$0.00041	$0.00658
Sonnet 5.5	$0.00021	$0.00329
Haiku 4.5	$0.00010	$0.00164

Measured 2mo ago against content hash 97779f7e94e0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

tilelang-submodule-pull 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.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/auto_pull.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/tilelang-custom-skill/tilelang-submodule-pull/SKILL.md · 173 lines

How it starts

The opening of the file, as written. The whole thing — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Tilelang Third-Party Repository Auto-Pull

Overview

This skill provides automatic pulling of tilelang repository and its third-party code:

Scheduled Pull: Executes pull every hour
Error Handling: Automatically detects network errors, access failures, etc.
Multiple Methods: Supports two pull methods with automatic switching
Real-time Output: Pull process printed to terminal and log file in real-time
Timeout Protection: Automatically stops after 10 hours of background running to prevent forgetting to close

Script Paths

All paths are relative to the current project root directory:

Assuming the current project is at /mnt/workspace/tilelang-ascend, then:

File	Path	Description
Pull Script	`.agents/skills/tilelang-custom-skill/tilelang-submodule-pull/scripts/auto_pull.sh`	Main script
Log File	`.agents/skills/tilelang-custom-skill/tilelang-submodule-pull/logs/git_pull.log`	Pull log

The script automatically detects the project root directory, no manual configuration needed.

Usage

1. Direct Run (Foreground)

bash .agents/skills/tilelang-custom-skill/tilelang-submodule-pull/scripts/auto_pull.sh

2. Background Run

nohup .agents/skills/tilelang-custom-skill/tilelang-submodule-pull/scripts/auto_pull.sh &

3. View Logs

tail -f .agents/skills/tilelang-custom-skill/tilelang-submodule-pull/logs/git_pull.log

Workflow

1. Configure git mirror source (using ghfast.top for acceleration)
2. Check if running time exceeds 10 hours (background run only)
    ↓ Exceeds 10 hours
3. Automatically stop script and log
    ↓ Not exceeded
4. Execute two commands simultaneously:
   - git submodule update --init --recursive
   - git pull --recurse-submodules
    ↓ If either fails
5. Wait 1 hour then retry the entire process
    ↓ Both succeed
6. Stop script

Error Detection

The script automatically detects the following errors:

Could not access: Cannot access submodule
error: General error
fatal: Fatal error
Failed to clone: Clone failed
unable to access: Cannot access URL

Read the full file on GitHub · 173 lines

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.

scripts/auto_pull.sh 3.0 KB runs code

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.

2mo ago First seen · 173 lines · 103 tokens per session scan A 97779f7e94e0

Subscribe to this mod's changes

tilelang-submodule-pull is a skill published in the GitHub repository tile-ai/tilelang-ascend (427 stars, last pushed yesterday), licensed MIT. It adds 103 tokens to every session and 1,645 once invoked, about $0.0004 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 2026-08-30.

Git and workflow

tilelang-submodule-pull next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
tilelang-submodule-pulltile-ai/tilelang-ascend	Skill	427	yesterday	MIT	A	103	Claude Code, Codex
merge-batchdiegosouzapw/OmniRoute	Skill	83k	5d ago	MIT	A	46	Claude Code
prowler-commitprowler-cloud/prowler	Skill	15k	yesterday	Apache-2.0	A	44	Claude Code, Codex
gh-auth-isolationgithub/gh-aw	Skill	5.6k	yesterday	MIT	A	20	Claude Code, Codex
github-skillzeenie-ai/OpenCompany	Skill	1.1k	yesterday	MIT	A	51	Claude Code
comet-githubrpamis/comet	Skill	3.3k	yesterday	MIT	A	72	Claude Code, Codex
release-helperSahir619/fable-method	Skill	2.3k	1mo ago	MIT	A	43	Claude Code

tilelang-ascend: Skill for Claude Code