Archestra Dev Observability
archestra-ai/archestra
A skill your agent uses when changing Archestra tracing, metrics, OpenTelemetry, Tempo, Grafana, Prometheus, LLM/MCP spans, observability labels, or local observability setup.
Sync changes from the hotpath, hotpath-macros and hotpath-drain crates to their meta counterparts (hotpath-meta, hotpath-macros-meta and hotpath-drain-meta).
$ npx skills add pawurb/hotpath-rs --skill syncmeta -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pawurb/hotpath-rs syncmeta --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/pawurb/hotpath-rs.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/syncmeta .claude/skills/syncmeta && 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 "syncmeta" agent skill from https://github.com/pawurb/hotpath-rs/tree/main/skills/syncmeta into .claude/skills/syncmeta/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "syncmeta", 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/pawurb/hotpath-rs/tree/main/skills/syncmetaType 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 pawurb/hotpath-rs --skill syncmeta -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pawurb/hotpath-rs syncmeta --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawurb/hotpath-rs.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/syncmeta .agents/skills/syncmeta && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "syncmeta" agent skill from https://github.com/pawurb/hotpath-rs/tree/main/skills/syncmeta into .agents/skills/syncmeta/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "syncmeta", 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 pawurb/hotpath-rs --skill syncmeta -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pawurb/hotpath-rs syncmeta --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawurb/hotpath-rs.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/syncmeta .cursor/skills/syncmeta && 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 "syncmeta" agent skill from https://github.com/pawurb/hotpath-rs/tree/main/skills/syncmeta into .cursor/skills/syncmeta/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "syncmeta", 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/pawurb/hotpath-rs.git --path skills/syncmeta--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 pawurb/hotpath-rs --skill syncmeta -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pawurb/hotpath-rs syncmeta --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawurb/hotpath-rs.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/syncmeta .gemini/skills/syncmeta && 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 "syncmeta" agent skill from https://github.com/pawurb/hotpath-rs/tree/main/skills/syncmeta into .gemini/skills/syncmeta/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "syncmeta", 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 pawurb/hotpath-rs syncmetaInstalls 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 pawurb/hotpath-rs --skill syncmeta -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pawurb/hotpath-rs.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/syncmeta .github/skills/syncmeta && 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 "syncmeta" agent skill from https://github.com/pawurb/hotpath-rs/tree/main/skills/syncmeta into .github/skills/syncmeta/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "syncmeta", 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 pawurb/hotpath-rs --skill syncmeta -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install pawurb/hotpath-rs syncmeta --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pawurb/hotpath-rs.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/syncmeta .opencode/skills/syncmeta && 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 "syncmeta" agent skill from https://github.com/pawurb/hotpath-rs/tree/main/skills/syncmeta into .opencode/skills/syncmeta/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "syncmeta", 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.
syncmetaSync changes from the hotpath, hotpath-macros and hotpath-drain crates to their meta counterparts (hotpath-meta, hotpath-macros-meta and hotpath-drain-meta).
Syncmeta is an agent skill from pawurb/hotpath-rs. Sync changes from the hotpath, hotpath-macros and hotpath-drain crates to their meta counterparts (hotpath-meta, hotpath-macros-meta and hotpath-drain-meta). Use when meta crates need to be updated with recent changes.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Monitoring and alerting and Performance optimization. It works with Model Context Protocol, Prometheus, Rust and Grafana. The repository describes itself as: Rust profiler for CPU, memory, SQL, HTTP, and async performance, with Prometheus and Grafana support. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 31dd890. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
BashReadEditWriteGlobGrepFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
cargogitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From 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.
Syncmeta loads about 1.2k tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 408 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 noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Bash, Read, Edit, Write, Glob, GrepAutomated 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); files beside SKILL.md are not scanned.
The full file from pawurb/hotpath-rs at commit 31dd890, republished under its MIT licence (© pawurb). 408 words, ~1,163 tokens.
.claude/skills/syncmeta/SKILL.md (or your agent's skills folder).Sync recent changes from hotpath → hotpath-meta, hotpath-macros → hotpath-macros-meta and hotpath-drain → hotpath-drain-meta.
The meta crates are copies of the main crates used to profile the profiler itself. They must stay in sync with the source crates.
DO NOT copy entire files from hotpath to hotpath-meta and then sed-replace. This approach fails because the meta crates have many naming differences beyond simple hotpath:: → hotpath_meta:: substitution:
hotpath → hotpath-meta, hotpath-alloc → hotpath-alloc-meta, hotpath-cpu → hotpath-cpu-meta, hotpath-cloud → hotpath-cloud-meta, hotpath-prometheus → hotpath-prometheus-meta, hotpath-mcp → hotpath-mcp-metahotpath_macros → hotpath_macros_meta, hotpath_drain → hotpath_drain_metaHOTPATH_FOCUS → HOTPATH_META_FOCUS, HOTPATH_EXCLUDE_WRAPPER → HOTPATH_META_EXCLUDE_WRAPPER, HOTPATH_OUTPUT_PATH → HOTPATH_META_OUTPUT_PATH#[cfg_attr(feature = "hotpath-meta", hotpath_meta::measure_all)] exist in hotpath but must NOT exist in hotpath-metahotpath-drain-meta is the simplest mirror: it has no features and no dependencies, so syncing hotpath-drain means applying the diff and dropping the #[cfg_attr(feature = "hotpath-meta", hotpath_meta::measure(...))] lines. Nothing else is renamed - there is no hotpath-drain-meta feature flag.Instead, apply diffs to the existing meta files:
git diff HEAD~N..HEAD -- crates/hotpath/src/path/to/file.rscrates/hotpath/, crates/hotpath-macros/ and crates/hotpath-drain/:git log --oneline -N
git diff HEAD~N..HEAD --name-only -- crates/hotpath/src/ crates/hotpath-macros/src/ crates/hotpath-drain/src/git diff HEAD~N..HEAD -- crates/hotpath/src/path/to/file.rs
git diff HEAD~N..HEAD -- crates/hotpath-drain/src/lib.rsRead the corresponding meta file and apply the equivalent changes using Edit tool. The meta files are at:
crates/hotpath/src/** → crates/hotpath-meta/src/**crates/hotpath-macros/src/** → crates/hotpath-macros-meta/src/**crates/hotpath-drain/src/** → crates/hotpath-drain-meta/src/**Verify the meta crates compile:
cargo check -p hotpath-drain-meta
cargo check -p hotpath-meta
cargo check -p hotpath-meta --features hotpath-meta
cargo check -p hotpath-macros-meta --features hotpath-meta
cargo check -p hotpath-meta --features hotpath-meta,hotpath-alloc-meta
cargo check -p hotpath-meta --features hotpath-meta,hotpath-alloc-meta,hotpath-prometheus-metaThe no-feature check covers the lib_off path. Every *-meta sub-feature (hotpath-alloc-meta, hotpath-cpu-meta, hotpath-cloud-meta, hotpath-prometheus-meta, hotpath-mcp-meta) requires hotpath-meta and hits a compile_error! on its own, so always combine them with hotpath-meta. Add hotpath-cloud-meta / hotpath-mcp-meta / hotpath-cpu-meta to the last command when the synced files touch those subsystems.
src/ files, never Cargo.toml or other config files. examples/ and tests/ (including the miri test in hotpath-drain) are not mirrored either.#[cfg_attr(feature = "hotpath-meta", hotpath_meta::...)] in hotpath are self-instrumentation and must NOT be copied to meta crates.hotpath-meta, hotpath-alloc-meta, hotpath-cpu-meta, hotpath-cloud-meta, hotpath-prometheus-meta, hotpath-mcp-meta (NOT hotpath, hotpath-alloc, ...). There is no hotpath-off-meta; the disabled path is the no-feature build.© pawurb, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/syncmeta of pawurb/hotpath-rs.
Open the folder on GitHubat commit 31dd890
Syncmeta 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 |
|---|---|---|---|---|---|---|
| Syncmeta this skillpawurb/hotpath-rs | 1.9k | — | ~1.2k | Automated safety check: Notes | MIT | |
| Archestra Dev Observabilityarchestra-ai/archestra | 4.3k | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Frontmcp Observabilityagentfront/frontmcp | 146 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | |
| Live Debugmacro-inc/macro | 4.6k | — | ~2.4k | Automated safety check: Notes | AGPL-3.0 | |
| Pyroscopegrafana/skills | 278 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Canvas Network Vizautomateyournetwork/netclaw | 674 | — | ~941 | Automated safety check: Pass | Apache-2.0 |
archestra-ai/archestra
A skill your agent uses when changing Archestra tracing, metrics, OpenTelemetry, Tempo, Grafana, Prometheus, LLM/MCP spans, observability labels, or local observability setup.
agentfront/frontmcp
A skill your agent uses when adding tracing, structured logging, metrics, or monitoring to a FrontMCP server.
macro-inc/macro
Debug the running local stack with traces, logs, and a shared headless browser.
grafana/skills
Continuously profile applications with Grafana Pyroscope and read the result as flame graphs.
automateyournetwork/netclaw
Canvas/A2UI inline network visualizations — topology maps, health dashboards, alert cards, change timelines, config diffs, path traces, and health scorecards rendered directly in the OpenClaw chat…
haacked/dotfiles
Generate a 24-hour operational health report for a PostHog service by querying Grafana dashboards and Prometheus metrics.
Categories
Sync changes from the hotpath, hotpath-macros and hotpath-drain crates to their meta counterparts (hotpath-meta, hotpath-macros-meta and hotpath-drain-meta). Syncmeta is an agent skill from pawurb/hotpath-rs. Sync changes from the hotpath, hotpath-macros and hotpath-drain crates to their meta counterparts (hotpath-meta, hotpath-macros-meta and hotpath-drain-meta).
Syncmeta fits situations like: meta crates need to be updated with recent changes; tasks that involve Monitoring and alerting; tasks that involve Performance optimization.
Run `npx skills add pawurb/hotpath-rs --skill syncmeta -a claude-code`. Or copy the skill folder (skills/syncmeta in pawurb/hotpath-rs) into .claude/skills/syncmeta in your project. Claude Code loads it when a task matches its description.
Run `npx skills add pawurb/hotpath-rs --skill syncmeta -a codex`. Or copy the skill folder (skills/syncmeta in pawurb/hotpath-rs) into .agents/skills/syncmeta 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 pawurb/hotpath-rs --skill syncmeta -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/syncmeta, .gemini/skills/syncmeta, .github/skills/syncmeta and .opencode/skills/syncmeta in your project.
Going by SKILL.md and its folder, Syncmeta needs the command-line tools its instructions call (cargo and git). Its frontmatter pre-approves these tools: Bash, Read, Edit, Write, Glob, Grep.
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Syncmeta is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.7k 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 Syncmeta: Archestra Dev Observability (archestra-ai/archestra, 4.3k stars), Frontmcp Observability (agentfront/frontmcp, 146 stars), Live Debug (macro-inc/macro, 4.6k stars) and Pyroscope (grafana/skills, 278 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
pawurb (a GitHub user) maintains it in pawurb/hotpath-rs, which has 1,865 GitHub stars. The repository was last updated on October 6, 2026.
Source: pawurb/hotpath-rs on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.