Debug
asgeirtj/system_prompts_leaks
Enable debug logging for this session and help diagnose issues
Agent skill
External Cannbot Ops Ascendc Precision Debug
by ascend-ai-coding in ascend-ai-coding/awesome-ascend-skills
Ascend C 算子精度调试技能，提供精度问题诊断和解决方法。触发：输出异常（全为0、随机值、未初始化）、精度验证失败（rtol/atol 不达标）、FP16 精度差于预期、Cast 后数据错误、需要排查流水线同步（EnQue/DeQue）或 DataCopy 对齐问题。
No licenceAuto-check passed
Install External Cannbot Ops Ascendc Precision Debug
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ascendc-precision-debug -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ascendc-precision-debug --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/external/cannbot/ops/ascendc-precision-debug .claude/skills/external-cannbot-ops-ascendc-precision-debug && 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 "external-cannbot-ops-ascendc-precision-debug" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ascendc-precision-debug into .claude/skills/external-cannbot-ops-ascendc-precision-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ascendc-precision-debug", 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/external/cannbot/ops/ascendc-precision-debugType 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 external-cannbot-ops-ascendc-precision-debug -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ascendc-precision-debug --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/external/cannbot/ops/ascendc-precision-debug .agents/skills/external-cannbot-ops-ascendc-precision-debug && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "external-cannbot-ops-ascendc-precision-debug" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ascendc-precision-debug into .agents/skills/external-cannbot-ops-ascendc-precision-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ascendc-precision-debug", 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 external-cannbot-ops-ascendc-precision-debug -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ascendc-precision-debug --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/external/cannbot/ops/ascendc-precision-debug .cursor/skills/external-cannbot-ops-ascendc-precision-debug && 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 "external-cannbot-ops-ascendc-precision-debug" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ascendc-precision-debug into .cursor/skills/external-cannbot-ops-ascendc-precision-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ascendc-precision-debug", 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 external/cannbot/ops/ascendc-precision-debug--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 external-cannbot-ops-ascendc-precision-debug -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills external-cannbot-ops-ascendc-precision-debug --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/external/cannbot/ops/ascendc-precision-debug .gemini/skills/external-cannbot-ops-ascendc-precision-debug && 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 "external-cannbot-ops-ascendc-precision-debug" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ascendc-precision-debug into .gemini/skills/external-cannbot-ops-ascendc-precision-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ascendc-precision-debug", 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 external-cannbot-ops-ascendc-precision-debugInstalls 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 external-cannbot-ops-ascendc-precision-debug -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/external/cannbot/ops/ascendc-precision-debug .github/skills/external-cannbot-ops-ascendc-precision-debug && 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 "external-cannbot-ops-ascendc-precision-debug" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ascendc-precision-debug into .github/skills/external-cannbot-ops-ascendc-precision-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ascendc-precision-debug", 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 external-cannbot-ops-ascendc-precision-debug -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 external-cannbot-ops-ascendc-precision-debug --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/external/cannbot/ops/ascendc-precision-debug .opencode/skills/external-cannbot-ops-ascendc-precision-debug && 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 "external-cannbot-ops-ascendc-precision-debug" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/external/cannbot/ops/ascendc-precision-debug into .opencode/skills/external-cannbot-ops-ascendc-precision-debug/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "external-cannbot-ops-ascendc-precision-debug", 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
external-cannbot-ops-ascendc-precision-debug- GitHub stars
- 174
- Token cost
- ~2.2k tokens
- SKILL.md length
- 460 words
- Files
- 12 (incl. scripts, references)
- Skills in repo
- 70
- Repo updated
- First seen
- Licence
- None found
At a glance
Ascend C 算子精度调试技能，提供精度问题诊断和解决方法。触发：输出异常（全为0、随机值、未初始化）、精度验证失败（rtol/atol 不达标）、FP16 精度差于预期、Cast 后数据错误、需要排查流水线同步（EnQue/DeQue）或 DataCopy 对齐问题。
- Works in 7 steps: 固定最小可复现用例 → 检索 asc-devkit ⭐ → 清理缓存和临时文件 → …
- SKILL.md covers 核心理念, 使用时机, 调试前置要求 ⭐⭐⭐ and 快速决策树, plus 7 more sections
- Runs Python scripts from its folder
What it does
External Cannbot Ops Ascendc Precision Debug is an agent skill from ascend-ai-coding/awesome-ascend-skills. Ascend C 算子精度调试技能，提供精度问题诊断和解决方法。触发：输出异常（全为0、随机值、未初始化）、精度验证失败（rtol/atol 不达标）、FP16 精度差于预期、Cast 后数据错误、需要排查流水线同步（EnQue/DeQue）或 DataCopy 对齐问题。
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including scripts and reference files (for example `references/best-practices.md`, `references/binary-search-debug.md` and `references/case-studies.md`).
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/.
Example prompts
- “/external-cannbot-ops-ascendc-precision-debug”
Requirements
- Python 3
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- 固定最小可复现用例
- 检索 asc-devkit ⭐
- 清理缓存和临时文件
- 对比法（与工作的代码对比）
- 边界二分法
- 数值验证法
- Buffer 调试要点
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 2 files in scripts/ (Python), which the agent can run.
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
External Cannbot Ops Ascendc Precision Debug loads about 2.2k tokens when it runs, and up to ~21k if it reads all its reference files. Until then it costs about 46 tokens; SKILL.md has 460 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 460 words (~2,213 tokens).
- name
- external-cannbot-ops-ascendc-precision-debug
- original-name
- ascendc-precision-debug
- synced-from
- https://gitcode.com/cann/cannbot-skills
- synced-date
- 2026-05-26
- synced-commit
- ac5bbd2b4cf427d011874e11f8d1e8b1bef66eda
- license
- UNKNOWN
Files
SKILL.md and 11 other files (scripts, references) in external/cannbot/ops/ascendc-precision-debug of ascend-ai-coding/awesome-ascend-skills.
- SKILL.md
- references/best-practices.md
- references/binary-search-debug.md
- references/case-studies.md
- references/common-traps.md
- references/data-comparison.md
- references/debug-summary-template.md
- references/diagnosis-workflow.md
- references/printf-debug.md
- references/tools-reference.md
- scripts/error_analysis.py
- scripts/gen_boundary_test.py
Open the folder on GitHubat commit 62a4ecb
Compare with similar skills
External Cannbot Ops Ascendc Precision Debug 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 |
|---|---|---|---|---|---|---|
| External Cannbot Ops Ascendc Precision Debug this skillascend-ai-coding/awesome-ascend-skills | 174 | — | ~2.2k | Automated safety check: Pass | None | |
| Debugasgeirtj/system_prompts_leaks | 69k | — | ~439 | Automated safety check: Pass | CC0-1.0 | |
| Openclaw Debuggingopenclaw/openclaw | 392k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Debugging Executionsn8n-io/n8n | 207k | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| Debugging Toolkitsickn33/agentic-awesome-skills | 47k | 1 repos | ~344 | Automated safety check: Pass | MIT | |
| Runtime Debugvercel/next.js | 143k | 1 repos | ~618 | Automated safety check: Pass | MIT |
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Questions about External Cannbot Ops Ascendc Precision Debug
What does External Cannbot Ops Ascendc Precision Debug do?
Ascend C 算子精度调试技能，提供精度问题诊断和解决方法。触发：输出异常（全为0、随机值、未初始化）、精度验证失败（rtol/atol 不达标）、FP16 精度差于预期、Cast 后数据错误、需要排查流水线同步（EnQue/DeQue）或 DataCopy 对齐问题。. External Cannbot Ops Ascendc Precision Debug is an agent skill from ascend-ai-coding/awesome-ascend-skills.
How do I install External Cannbot Ops Ascendc Precision Debug in Claude Code?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ascendc-precision-debug -a claude-code`. Or copy the skill folder (external/cannbot/ops/ascendc-precision-debug in ascend-ai-coding/awesome-ascend-skills) into .claude/skills/external-cannbot-ops-ascendc-precision-debug in your project. Claude Code loads it when a task matches its description.
How do I install External Cannbot Ops Ascendc Precision Debug in Codex?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill external-cannbot-ops-ascendc-precision-debug -a codex`. Or copy the skill folder (external/cannbot/ops/ascendc-precision-debug in ascend-ai-coding/awesome-ascend-skills) into .agents/skills/external-cannbot-ops-ascendc-precision-debug in your project. Codex loads it when a task matches its description.
Can I use External Cannbot Ops Ascendc Precision Debug 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 external-cannbot-ops-ascendc-precision-debug -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/external-cannbot-ops-ascendc-precision-debug, .gemini/skills/external-cannbot-ops-ascendc-precision-debug, .github/skills/external-cannbot-ops-ascendc-precision-debug and .opencode/skills/external-cannbot-ops-ascendc-precision-debug in your project.
What does External Cannbot Ops Ascendc Precision Debug need to run?
Going by SKILL.md and its folder, External Cannbot Ops Ascendc Precision Debug needs Python for the scripts in its folder. Our summary lists: Python 3.
Does External Cannbot Ops Ascendc Precision Debug 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 External Cannbot Ops Ascendc Precision Debug 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 External Cannbot Ops Ascendc Precision Debug use?
No licence was found for External Cannbot Ops Ascendc Precision Debug or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does External Cannbot Ops Ascendc Precision Debug use?
About 2.2k tokens (SKILL.md is roughly 8.9k 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 19k tokens, read only when the agent opens those files.
What are the alternatives to External Cannbot Ops Ascendc Precision Debug?
Skills that share tags, products or a category with External Cannbot Ops Ascendc Precision Debug: Debug (asgeirtj/system_prompts_leaks, 69k stars), Openclaw Debugging (openclaw/openclaw, 392k stars), Debugging Executions (n8n-io/n8n, 207k stars) and Debugging Toolkit (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains External Cannbot Ops Ascendc Precision Debug?
ascend-ai-coding (a GitHub organization) maintains it in ascend-ai-coding/awesome-ascend-skills, which has 174 GitHub stars. The repository holds 70 skills in this directory. The repository was last updated on October 8, 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.