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.
评估 CANN 算子仓的「进阶教程 / 开发指南」类文档质量——通读文档 + 对照算子代码静态查证(默认不跑),按五轴(找得到/信得过/学得会/可操作/读得懂)找出 漏讲/讲不清/过时/对不上代码/概念讲错,产出带证据与改进建议的体检报告(MD + HTML)。涉及「评进阶教程 / 开发指南文档质量 / 文档对不对得上代码 / 教程审稿 / tutorial 体检 /…
Install Tech Docs Guard
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill tech-docs-guard -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills tech-docs-guard --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/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent-tools/tech-docs-guard .claude/skills/tech-docs-guard && 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 "tech-docs-guard" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/agent-tools/tech-docs-guard into .claude/skills/tech-docs-guard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-docs-guard", 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/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/agent-tools/tech-docs-guardType 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 ascend-ai-coding/awesome-ascend-skills --skill tech-docs-guard -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills tech-docs-guard --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agent-tools/tech-docs-guard .agents/skills/tech-docs-guard && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tech-docs-guard" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/agent-tools/tech-docs-guard into .agents/skills/tech-docs-guard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-docs-guard", 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 ascend-ai-coding/awesome-ascend-skills --skill tech-docs-guard -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills tech-docs-guard --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agent-tools/tech-docs-guard .cursor/skills/tech-docs-guard && 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 "tech-docs-guard" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/agent-tools/tech-docs-guard into .cursor/skills/tech-docs-guard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-docs-guard", 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/ascend-ai-coding/awesome-ascend-skills.git --path skills/agent-tools/tech-docs-guard--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 ascend-ai-coding/awesome-ascend-skills --skill tech-docs-guard -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills tech-docs-guard --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agent-tools/tech-docs-guard .gemini/skills/tech-docs-guard && 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 "tech-docs-guard" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/agent-tools/tech-docs-guard into .gemini/skills/tech-docs-guard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-docs-guard", 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 ascend-ai-coding/awesome-ascend-skills tech-docs-guardInstalls 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 ascend-ai-coding/awesome-ascend-skills --skill tech-docs-guard -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agent-tools/tech-docs-guard .github/skills/tech-docs-guard && 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 "tech-docs-guard" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/agent-tools/tech-docs-guard into .github/skills/tech-docs-guard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-docs-guard", 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 ascend-ai-coding/awesome-ascend-skills --skill tech-docs-guard -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills tech-docs-guard --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ascend-ai-coding/awesome-ascend-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agent-tools/tech-docs-guard .opencode/skills/tech-docs-guard && 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 "tech-docs-guard" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/agent-tools/tech-docs-guard into .opencode/skills/tech-docs-guard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-docs-guard", 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.
Facts
- Skill name
tech-docs-guard- GitHub stars
- 174
- Token cost
- ~2.7k tokens
- SKILL.md length
- 665 words
- Files
- 15 (incl. scripts, references)
- Skills in repo
- 69
- Repo updated
- First seen
- Licence
- None found
At a glance
评估 CANN 算子仓的「进阶教程 / 开发指南」类文档质量——通读文档 + 对照算子代码静态查证(默认不跑),按五轴(找得到/信得过/学得会/可操作/读得懂)找出 漏讲/讲不清/过时/对不上代码/概念讲错,产出带证据与改进建议的体检报告(MD + HTML)。涉及「评进阶教程 / 开发指南文档质量 / 文档对不对得上代码 / 教程审稿 / tutorial 体检 /…
- Works in 3 steps: 不打玄学分。主观判断(讲不清 / 教不会 / 讲错)flag 之前先… → grep 不到 ≠… → 按「实际开发者影响」判,不按「机械字面对照」判。报一条(尤其升…
- Development work in your project
- SKILL.md covers ⚠ 本 skill 的三条灵魂(不可违背), When to invoke, Inputs（零硬编码,每次会话发现或询问） and 评估框架（五轴最小核）, plus 6 more sections
- Runs Python scripts from its folder; calls python3
What it does
Tech Docs Guard is an agent skill from ascend-ai-coding/awesome-ascend-skills. 评估 CANN 算子仓的「进阶教程 / 开发指南」类文档质量——通读文档 + 对照算子代码静态查证(默认不跑),按五轴(找得到/信得过/学得会/可操作/读得懂)找出 漏讲/讲不清/过时/对不上代码/概念讲错,产出带证据与改进建议的体检报告(MD + HTML)。涉及「评进阶教程 / 开发指南文档质量 / 文档对不对得上代码 / 教程审稿 / tutorial 体检 / 文档信不信得过」等意图时使用。只评不改不跑,只对着文档与代码出诊断。
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 19 other files, including scripts and reference files (for example `references/problem-taxonomy.md`, `scripts/__init__.py` and `scripts/_state.py`).
It sits in Development. The repository describes itself as: A comprehensive knowledge base for Huawei Ascend NPU development, structured as distributed Agent Skills. https://ascend-ai-coding.github.io/awesome-ascend-skills/.
When your agent uses it
- Development work in your project
Example prompts
- “/tech-docs-guard”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 不打玄学分。主观判断(讲不清 / 教不会 / 讲错)flag 之前先 steelman——先替这段文字辩护到最强(「有没有一种读法这里其实没问题?」),辩不过去才算缺陷;报的话必须给判例(读者会卡在哪 + 原文 + 改进建议),并标「教学判断(非代码事实)」。
- grep 不到 ≠ 编造。对照代码只能证明「字符串出现过/没出现」,不能证明它是当前有效入口。结论三态:确认对不上(有强证据反证)/ 疑似过时(静态没找到,但可能生成/外部/分支)/ 未找到静态证据(存疑,不指控)。只有强证据才写「确认」。
- 按「实际开发者影响」判,不按「机械字面对照」判。报一条(尤其升 blocker)前自问:正常开发者照这文档做,真会被卡住吗?还是他会理解意图、自然适配? 文档里大量是示意/演示(教某个写法、给个例子),不是要逐字粘贴。只有文档明确要求「把这段粘贴/替换进某文件」的【规定式】内容…
What it can do on your machine
Read from SKILL.md and the folder at commit 62a4ecb. 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
Ships 8 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Tech Docs Guard loads about 2.7k tokens when it runs, and up to ~143k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 665 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.
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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 665 words (~2,715 tokens).
“模拟一个挑剔但讲证据的审稿人:通读进阶教程,对照代码查证它「看得懂 / 跑得通 / 信得过」,把「漏讲 / 讲不清 / 过时 / 对不上代码 / 讲错」逐条带证据写成体检报告。”
- name
- tech-docs-guard
- keywords
- 文档质量, 文档体检, 算子文档, 文档对照代码, 教程审稿, tutorial 体检, doc review, CANN 文档
Files
SKILL.md and 14 other files (scripts, references) in skills/agent-tools/tech-docs-guard of ascend-ai-coding/awesome-ascend-skills.
- SKILL.md
- references/examples/example-report.html
- references/examples/report-card.png
- references/examples/report-overview.png
- references/problem-taxonomy.md
- scripts/__init__.py
- scripts/_state.py
- scripts/codecheck.py
- scripts/find_tutorials.py
- scripts/linkcheck.py
- scripts/render_report.py
- scripts/requirements.txt
- scripts/support_table_check.py
- templates/report-engine.html
- tests/test_tech_docs_guard.py
Open the folder on GitHubat commit 62a4ecb
Compare with similar skills
Tech Docs Guard 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 |
|---|---|---|---|---|---|---|
| Tech Docs Guard this skillascend-ai-coding/awesome-ascend-skills | 174 | — | ~2.7k | Automated safety check: Pass | None | |
| Finishing a Development Branchobra/superpowers | 296k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 24 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Greplooponyx-dot-app/onyx | 32k | 4 repos | ~3.3k | Automated safety check: Pass | MIT |
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PR Babysitter
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Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
Code Review Checklist
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Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
Greploop
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Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
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Related
Categories
Questions about Tech Docs Guard
What does Tech Docs Guard do?
评估 CANN 算子仓的「进阶教程 / 开发指南」类文档质量——通读文档 + 对照算子代码静态查证(默认不跑),按五轴(找得到/信得过/学得会/可操作/读得懂)找出 漏讲/讲不清/过时/对不上代码/概念讲错,产出带证据与改进建议的体检报告(MD + HTML)。涉及「评进阶教程 / 开发指南文档质量 / 文档对不对得上代码 / 教程审稿 / tutorial 体检 /…. Tech Docs Guard is an agent skill from ascend-ai-coding/awesome-ascend-skills.
When should I use Tech Docs Guard?
Tech Docs Guard fits situations like: development work in your project.
How do I install Tech Docs Guard in Claude Code?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill tech-docs-guard -a claude-code`. Or copy the skill folder (skills/agent-tools/tech-docs-guard in ascend-ai-coding/awesome-ascend-skills) into .claude/skills/tech-docs-guard in your project. Claude Code loads it when a task matches its description.
How do I install Tech Docs Guard in Codex?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill tech-docs-guard -a codex`. Or copy the skill folder (skills/agent-tools/tech-docs-guard in ascend-ai-coding/awesome-ascend-skills) into .agents/skills/tech-docs-guard in your project. Codex loads it when a task matches its description.
Can I use Tech Docs Guard 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 ascend-ai-coding/awesome-ascend-skills --skill tech-docs-guard -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tech-docs-guard, .gemini/skills/tech-docs-guard, .github/skills/tech-docs-guard and .opencode/skills/tech-docs-guard in your project.
What does Tech Docs Guard need to run?
Going by SKILL.md and its folder, Tech Docs Guard needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Tech Docs Guard 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 Tech Docs Guard 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Tech Docs Guard use?
No licence was found for Tech Docs Guard or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Tech Docs Guard use?
About 2.7k tokens (SKILL.md is roughly 11k 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 140k tokens, read only when the agent opens those files.
What are the alternatives to Tech Docs Guard?
Skills that share tags, products or a category with Tech Docs Guard: Finishing a Development Branch (obra/superpowers, 296k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars), PR Babysitter (openinterpreter/openinterpreter, 69k stars) and Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tech Docs Guard?
ascend-ai-coding (a GitHub organization) maintains it in ascend-ai-coding/awesome-ascend-skills, which has 174 GitHub stars. The repository holds 69 skills in this directory. The repository was last updated on October 7, 2026.
Source: ascend-ai-coding/awesome-ascend-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.