Profiling Slow API Endpoints
PostHog/posthog
Profiles slow PostHog API endpoints when the main cost is in Postgres or Python.
Agent skill
Profiling Analysis Communication
by ascend-ai-coding in ascend-ai-coding/awesome-ascend-skills
Skill for analyzing communication performance bottlenecks and detecting slow/fast rank issues in Ascend NPU systems.
No licenceAuto-check passed
Install Profiling Analysis Communication
$ npx skills add ascend-ai-coding/awesome-ascend-skills --skill profiling-analysis-communication -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills profiling-analysis-communication --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/profiling/profiling-analysis/profiling-analysis-communication .claude/skills/profiling-analysis-communication && 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 "profiling-analysis-communication" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/profiling/profiling-analysis/profiling-analysis-communication into .claude/skills/profiling-analysis-communication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "profiling-analysis-communication", 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/profiling/profiling-analysis/profiling-analysis-communicationType 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 profiling-analysis-communication -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills profiling-analysis-communication --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/profiling/profiling-analysis/profiling-analysis-communication .agents/skills/profiling-analysis-communication && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "profiling-analysis-communication" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/profiling/profiling-analysis/profiling-analysis-communication into .agents/skills/profiling-analysis-communication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "profiling-analysis-communication", 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 profiling-analysis-communication -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills profiling-analysis-communication --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/profiling/profiling-analysis/profiling-analysis-communication .cursor/skills/profiling-analysis-communication && 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 "profiling-analysis-communication" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/profiling/profiling-analysis/profiling-analysis-communication into .cursor/skills/profiling-analysis-communication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "profiling-analysis-communication", 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/profiling/profiling-analysis/profiling-analysis-communication--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 profiling-analysis-communication -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ascend-ai-coding/awesome-ascend-skills profiling-analysis-communication --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/profiling/profiling-analysis/profiling-analysis-communication .gemini/skills/profiling-analysis-communication && 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 "profiling-analysis-communication" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/profiling/profiling-analysis/profiling-analysis-communication into .gemini/skills/profiling-analysis-communication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "profiling-analysis-communication", 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 profiling-analysis-communicationInstalls 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 profiling-analysis-communication -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/profiling/profiling-analysis/profiling-analysis-communication .github/skills/profiling-analysis-communication && 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 "profiling-analysis-communication" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/profiling/profiling-analysis/profiling-analysis-communication into .github/skills/profiling-analysis-communication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "profiling-analysis-communication", 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 profiling-analysis-communication -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 profiling-analysis-communication --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/profiling/profiling-analysis/profiling-analysis-communication .opencode/skills/profiling-analysis-communication && 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 "profiling-analysis-communication" agent skill from https://github.com/ascend-ai-coding/awesome-ascend-skills/tree/main/skills/profiling/profiling-analysis/profiling-analysis-communication into .opencode/skills/profiling-analysis-communication/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "profiling-analysis-communication", 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
profiling-analysis-communication- GitHub stars
- 174
- Token cost
- ~590 tokens
- SKILL.md length
- 105 words
- Files
- 4 (incl. scripts)
- Skills in repo
- 70
- Repo updated
- First seen
- Licence
- None found
At a glance
Skill for analyzing communication performance bottlenecks and detecting slow/fast rank issues in Ascend NPU systems.
- Works in 4 steps: 通信算子异常分析 → 快慢卡检测 → 由主分析Skill自动调用 → …
- You need to analyze communication efficiency
- SKILL.md covers 功能概述, 支持的数据格式, 功能模块说明 and 使用方式, plus 3 more sections
- Runs Python scripts from its folder
What it does
Profiling Analysis Communication is an agent skill from ascend-ai-coding/awesome-ascend-skills. Skill for analyzing communication performance bottlenecks and detecting slow/fast rank issues in Ascend NPU systems. Use this skill whenever you need to analyze communication efficiency, data transfer bottlenecks, or identify slow/fast rank problems using profiling data.
Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts (for example `reference/communication-operator-analysis.md`, `reference/slow-rank-detection.md` and `scripts/detect_slow_rank.py`).
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
- You need to analyze communication efficiency
- Data transfer bottlenecks
- Identify slow/fast rank problems using profiling data
Example prompts
- “/profiling-analysis-communication”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- 通信算子异常分析
- 快慢卡检测
- 由主分析Skill自动调用
- 单独使用
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 1 file 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
Profiling Analysis Communication loads about 590 tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 105 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 105 words (~590 tokens).
- name
- profiling-analysis-communication
Files
SKILL.md and 3 other files (scripts) in skills/profiling/profiling-analysis/profiling-analysis-communication of ascend-ai-coding/awesome-ascend-skills.
- SKILL.md
- reference/communication-operator-analysis.md
- reference/slow-rank-detection.md
- scripts/detect_slow_rank.py
Open the folder on GitHubat commit 62a4ecb
Compare with similar skills
Profiling Analysis Communication 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 |
|---|---|---|---|---|---|---|
| Profiling Analysis Communication this skillascend-ai-coding/awesome-ascend-skills | 174 | — | ~590 | Automated safety check: Pass | None | |
| Profiling Slow API EndpointsPostHog/posthog | 40k | — | ~1k | Automated safety check: Pass | Custom licence | |
| Analyzing Command And Control Communicationmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| Simulink Profiler Analyzerhashgraph-online/awesome-codex-plugins | 1.3k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | |
| Detecting Performance Bottlenecksjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~895 | Automated safety check: Pass | MIT | |
| Threat Detectionalirezarezvani/claude-skills | 28k | — | ~3.5k | Automated safety check: Pass | MIT |
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Questions about Profiling Analysis Communication
What does Profiling Analysis Communication do?
Skill for analyzing communication performance bottlenecks and detecting slow/fast rank issues in Ascend NPU systems. Profiling Analysis Communication is an agent skill from ascend-ai-coding/awesome-ascend-skills. Skill for analyzing communication performance bottlenecks and detecting slow/fast rank issues in Ascend NPU systems.
When should I use Profiling Analysis Communication?
Profiling Analysis Communication fits situations like: you need to analyze communication efficiency; data transfer bottlenecks; identify slow/fast rank problems using profiling data.
How do I install Profiling Analysis Communication in Claude Code?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill profiling-analysis-communication -a claude-code`. Or copy the skill folder (skills/profiling/profiling-analysis/profiling-analysis-communication in ascend-ai-coding/awesome-ascend-skills) into .claude/skills/profiling-analysis-communication in your project. Claude Code loads it when a task matches its description.
How do I install Profiling Analysis Communication in Codex?
Run `npx skills add ascend-ai-coding/awesome-ascend-skills --skill profiling-analysis-communication -a codex`. Or copy the skill folder (skills/profiling/profiling-analysis/profiling-analysis-communication in ascend-ai-coding/awesome-ascend-skills) into .agents/skills/profiling-analysis-communication in your project. Codex loads it when a task matches its description.
Can I use Profiling Analysis Communication 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 profiling-analysis-communication -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/profiling-analysis-communication, .gemini/skills/profiling-analysis-communication, .github/skills/profiling-analysis-communication and .opencode/skills/profiling-analysis-communication in your project.
What does Profiling Analysis Communication need to run?
Going by SKILL.md and its folder, Profiling Analysis Communication needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Profiling Analysis Communication 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 Profiling Analysis Communication 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 Profiling Analysis Communication use?
No licence was found for Profiling Analysis Communication or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Profiling Analysis Communication use?
About 590 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Profiling Analysis Communication?
Skills that share tags, products or a category with Profiling Analysis Communication: Profiling Slow API Endpoints (PostHog/posthog, 40k stars), Analyzing Command And Control Communication (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Simulink Profiler Analyzer (hashgraph-online/awesome-codex-plugins, 1.3k stars) and Detecting Performance Bottlenecks (jeremylongshore/tons-of-skills-marketplace, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Profiling Analysis Communication?
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 9, 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.