Finishing a Development Branch
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
Automatically pull tilelang repository and its third-party code.
$ npx skills add tile-ai/tilelang-ascend --skill tilelang-submodule-pull -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tile-ai/tilelang-ascend tilelang-submodule-pull --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/tile-ai/tilelang-ascend.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull .claude/skills/tilelang-submodule-pull && rm -rf skills-srcUse ~/.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/
Install the "tilelang-submodule-pull" agent skill from https://github.com/tile-ai/tilelang-ascend/tree/ascendc_pto/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull into .claude/skills/tilelang-submodule-pull/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tilelang-submodule-pull", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/tile-ai/tilelang-ascend/tree/ascendc_pto/.agents/skills/tilelang-custom-skill/tilelang-submodule-pullType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add tile-ai/tilelang-ascend --skill tilelang-submodule-pull -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tile-ai/tilelang-ascend tilelang-submodule-pull --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tile-ai/tilelang-ascend.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull .agents/skills/tilelang-submodule-pull && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tilelang-submodule-pull" agent skill from https://github.com/tile-ai/tilelang-ascend/tree/ascendc_pto/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull into .agents/skills/tilelang-submodule-pull/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tilelang-submodule-pull", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add tile-ai/tilelang-ascend --skill tilelang-submodule-pull -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tile-ai/tilelang-ascend tilelang-submodule-pull --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tile-ai/tilelang-ascend.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull .cursor/skills/tilelang-submodule-pull && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tilelang-submodule-pull" agent skill from https://github.com/tile-ai/tilelang-ascend/tree/ascendc_pto/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull into .cursor/skills/tilelang-submodule-pull/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tilelang-submodule-pull", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/tile-ai/tilelang-ascend.git --path .agents/skills/tilelang-custom-skill/tilelang-submodule-pull--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add tile-ai/tilelang-ascend --skill tilelang-submodule-pull -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tile-ai/tilelang-ascend tilelang-submodule-pull --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tile-ai/tilelang-ascend.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull .gemini/skills/tilelang-submodule-pull && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tilelang-submodule-pull" agent skill from https://github.com/tile-ai/tilelang-ascend/tree/ascendc_pto/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull into .gemini/skills/tilelang-submodule-pull/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tilelang-submodule-pull", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install tile-ai/tilelang-ascend tilelang-submodule-pullInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add tile-ai/tilelang-ascend --skill tilelang-submodule-pull -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tile-ai/tilelang-ascend.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull .github/skills/tilelang-submodule-pull && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tilelang-submodule-pull" agent skill from https://github.com/tile-ai/tilelang-ascend/tree/ascendc_pto/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull into .github/skills/tilelang-submodule-pull/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tilelang-submodule-pull", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add tile-ai/tilelang-ascend --skill tilelang-submodule-pull -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tile-ai/tilelang-ascend tilelang-submodule-pull --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tile-ai/tilelang-ascend.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull .opencode/skills/tilelang-submodule-pull && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tilelang-submodule-pull" agent skill from https://github.com/tile-ai/tilelang-ascend/tree/ascendc_pto/.agents/skills/tilelang-custom-skill/tilelang-submodule-pull into .opencode/skills/tilelang-submodule-pull/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tilelang-submodule-pull", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
tilelang-submodule-pullAutomatically pull tilelang repository and its third-party code.
Tilelang Submodule Pull is an agent skill from tile-ai/tilelang-ascend. Automatically pull tilelang repository and its third-party code. Provides scheduled pull script supporting git pull --recurse-submodules and git submodule update --init --recursive with automatic error detection and retry. Triggers when user mentions "重新拉取三方库", "自动重拉", "重新拉取子模块", "auto retry pull", "pull submodules", "update third-party libs", "retry pulling third-party libs", "auto pull code" or similar keywords.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/auto_pull.sh`).
It sits in Development. It works with Git. The repository describes itself as: Ascend TileLang adapter. The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 3d17c28. It shows what the files ask for, not the result of running them.
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.
Ships 1 file in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
gitbashFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
ghfast.topgithub.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Tilelang Submodule Pull loads about 1.5k tokens when it runs. Until then it costs about 110 tokens; SKILL.md has 203 words of instructions outside code blocks.
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.
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); the scripts in this folder are not scanned.
The full file from tile-ai/tilelang-ascend at commit 3d17c28, republished under its MIT licence (© tile-ai). 203 words, ~1,542 tokens.
.claude/skills/tilelang-submodule-pull/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.This skill provides automatic pulling of tilelang repository and its third-party code:
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.
bash .agents/skills/tilelang-custom-skill/tilelang-submodule-pull/scripts/auto_pull.shnohup .agents/skills/tilelang-custom-skill/tilelang-submodule-pull/scripts/auto_pull.sh &tail -f .agents/skills/tilelang-custom-skill/tilelang-submodule-pull/logs/git_pull.log1. 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 scriptThe script automatically detects the following errors:
Could not access: Cannot access submoduleerror: General errorfatal: Fatal errorFailed to clone: Clone failedunable to access: Cannot access URL#!/bin/bash
# SKILL directory
SKILL_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)"
LOG_DIR="$SKILL_DIR/logs"
LOG_FILE="$LOG_DIR/git_pull.log"
# Project root directory (parent of parent of SKILL directory)
PROJECT_DIR="$(dirname "$(dirname "$(dirname "$SKILL_DIR")")")"
# Create log directory
mkdir -p "$LOG_DIR"
# Configure git mirror source
echo "Configuring git mirror source..." | tee -a "$LOG_FILE"
git config --global url."https://ghfast.top/https://github.com/".insteadOf "https://github.com/" 2>&1 | tee -a "$LOG_FILE"
cd "$PROJECT_DIR" || exit 1
# Record script start time (for 10-hour timeout check)
START_TIME=$(date +%s)
MAX_RUNTIME_SECONDS=36000
while true; do
# Check if running time exceeds 10 hours
CURRENT_TIME=$(date +%s)
RUNTIME=$((CURRENT_TIME - START_TIME))
if [ "$RUNTIME" -ge "$MAX_RUNTIME_SECONDS" ]; then
echo "========================================" | tee -a "$LOG_FILE"
echo "⚠ Script running for over 10 hours, auto-stopping: $(date '+%Y-%m-%d %H:%M:%S')" | tee -a "$LOG_FILE"
echo "Runtime: $((RUNTIME / 3600)) hours $((RUNTIME % 3600 / 60)) minutes" | tee -a "$LOG_FILE"
exit 0
fi
echo "========================================" | tee -a "$LOG_FILE"
echo "Starting pull: $(date '+%Y-%m-%d %H:%M:%S')" | tee -a "$LOG_FILE"
# Execute two commands
echo "Executing two commands..." | tee -a "$LOG_FILE"
# Command 1: git submodule update --init --recursive
echo "1. Executing command \`git submodule update --init --recursive\`" | tee -a "$LOG_FILE"
TMP_FILE1=$(mktemp)
git submodule update --init --recursive 2>&1 | tee -a "$LOG_FILE" | tee "$TMP_FILE1"
OUTPUT1=$(cat "$TMP_FILE1")
rm "$TMP_FILE1"
# Command 2: git pull --recurse-submodules
echo "2. Executing command \`git pull --recurse-submodules\`" | tee -a "$LOG_FILE"
TMP_FILE2=$(mktemp)
git pull --recurse-submodules 2>&1 | tee -a "$LOG_FILE" | tee "$TMP_FILE2"
OUTPUT2=$(cat "$TMP_FILE2")
rm "$TMP_FILE2"
# Check if command 1 has errors
HAS_ERROR1=false
if echo "$OUTPUT1" | grep -q "Could not access\|error\|fatal\|Failed to clone\|unable to access"; then
echo "✗ git submodule update --init --recursive failed" | tee -a "$LOG_FILE"
HAS_ERROR1=true
else
echo "✓ git submodule update --init --recursive succeeded" | tee -a "$LOG_FILE"
fi
# Check if command 2 has errors
HAS_ERROR2=false
if echo "$OUTPUT2" | grep -q "Could not access\|error\|fatal\|Failed to clone\|unable to access"; then
echo "✗ git pull --recurse-submodules failed" | tee -a "$LOG_FILE"
HAS_ERROR2=true
else
echo "✓ git pull --recurse-submodules succeeded" | tee -a "$LOG_FILE"
fi
# If either command fails, wait 1 hour then retry
if [ "$HAS_ERROR1" = true ] || [ "$HAS_ERROR2" = true ]; then
echo "✗ Pull failed: $(date '+%Y-%m-%d %H:%M:%S')" | tee -a "$LOG_FILE"
echo "Waiting 1 hour before retry..."
sleep 3600
continue
fi
# Both commands succeeded
echo "✓ All code successfully pulled: $(date '+%Y-%m-%d %H:%M:%S')" | tee -a "$LOG_FILE"
echo "Script stopped"
break
done© tile-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (scripts) in .agents/skills/tilelang-custom-skill/tilelang-submodule-pull of tile-ai/tilelang-ascend.
Open the folder on GitHubat commit 3d17c28
Tilelang Submodule Pull 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tilelang Submodule Pull this skilltile-ai/tilelang-ascend | 400 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 296k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Codebase Knowledge Graph Q&AEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Code Design Rationale Investigatorcursor/plugins | 10k | 9 repos | ~2.6k | Automated safety check: Pass | None | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.4k | Automated safety check: Pass | MIT |
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
Egonex-AI/Understand-Anything
Answers questions about a codebase by searching a prebuilt knowledge graph of its files, functions, classes and dependencies, not by rereading every source file.
cursor/plugins
Digs into why code is shaped the way it is by checking git history, pull requests and connected tools in parallel, then reporting a cited read on the tradeoffs.
Egonex-AI/Understand-Anything
Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.
Egonex-AI/Understand-Anything
Gives an in-depth explanation of one file, function or module by reading the project's knowledge graph and checking that the graph is still fresh.
tile-ai/tilelang-ascend
How to add debugging capabilities to TileLang Ascend example operators.
tile-ai/tilelang-ascend
将 tilelang example 脚本转换为可在 A5 camodel 仿真器上直接运行的版本。输入脚本路径,输出一个新的 sim.py 文件,不覆盖原始文件。触发:仿真运行、camodel、A5 仿真、sim 模式、转换脚本为仿真、不需要 NPU 跑 kernel、simulate A5。
tile-ai/tilelang-ascend
TileLang-Ascend 环境检查与配置验证技能。检查代码仓库完整性、编译安装状态、环境变量配置,并运行简单测试验证环境。发现问题会自动调用相关 skill 进行修复,并按依赖顺序重新执行后续步骤。触发关键词:"环境检查"、"检查环境"、"验证环境"、"环境配置"、"环境搭建"、"env check"、"check environment"、"verify…
tile-ai/tilelang-ascend
TileLang-Ascend 算子测试设计技能。支持多种场景:(1) 从 design.md 设计测试配置 (2) 从 examples/{op}/.py 补充测试 (3) 手动提供算子信息生成测试 (4) 测试覆盖率分析。理解算子实现逻辑后智能判断测试策略。触发:设计算子测试、生成测试用例、补充测试、测试覆盖率不足。
tile-ai/tilelang-ascend
检查代码格式是否符合 CI 规则。自动检测并安装缺失工具(ruff、clang-format),先运行检查生成报告,使用醒目方式询问用户后,仅在用户同意时执行修复。工作流程:检测环境→自动安装缺失工具→运行检查→生成报告→醒目询问→用户确认→执行修复。使用此技能当:用户要求"格式检查"、"格式化代码"、"代码格式化"、"检查代码格式"、"代码…
tile-ai/tilelang-ascend
基于设计文档生成 TileLang-Ascend 算子实现代码与测试。从 design.md 中提取关键信息,结合 examples/ 中的参考实现生成可运行代码。触发:实现算子、写 kernel、生成代码、算子编码、根据设计文档实现。
Works with
Categories
Automatically pull tilelang repository and its third-party code. Tilelang Submodule Pull is an agent skill from tile-ai/tilelang-ascend. Automatically pull tilelang repository and its third-party code.
Tilelang Submodule Pull fits situations like: user mentions 重新拉取三方库; auto retry pull; pull submodules; update third-party libs.
Run `npx skills add tile-ai/tilelang-ascend --skill tilelang-submodule-pull -a claude-code`. Or copy the skill folder (.agents/skills/tilelang-custom-skill/tilelang-submodule-pull in tile-ai/tilelang-ascend) into .claude/skills/tilelang-submodule-pull in your project. Claude Code loads it when a task matches its description.
Run `npx skills add tile-ai/tilelang-ascend --skill tilelang-submodule-pull -a codex`. Or copy the skill folder (.agents/skills/tilelang-custom-skill/tilelang-submodule-pull in tile-ai/tilelang-ascend) into .agents/skills/tilelang-submodule-pull in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add tile-ai/tilelang-ascend --skill tilelang-submodule-pull -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tilelang-submodule-pull, .gemini/skills/tilelang-submodule-pull, .github/skills/tilelang-submodule-pull and .opencode/skills/tilelang-submodule-pull in your project.
Going by SKILL.md and its folder, Tilelang Submodule Pull needs a shell for the scripts in its folder and the command-line tools its instructions call (git and bash). Our summary lists: A Bash shell.
SKILL.md names 2 domains. In commands or code: ghfast.top and github.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Tilelang Submodule Pull is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k 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.
Skills that share tags, products or a category with Tilelang Submodule Pull: Finishing a Development Branch (obra/superpowers, 296k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Codebase Knowledge Graph Q&A (Egonex-AI/Understand-Anything, 86k stars) and Code Design Rationale Investigator (cursor/plugins, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
tile-ai (a GitHub organization) maintains it in tile-ai/tilelang-ascend, which has 400 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on October 8, 2026.
Source: tile-ai/tilelang-ascend on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.