Golang Samber Hot
samber/cc-skills-golang
In-memory caching in Golang using samber/hot — eviction algorithms (LRU, LFU, TinyLFU, W-TinyLFU, S3FIFO, ARC, TwoQueue, SIEVE, FIFO), TTL, cache loaders, sharding, stale-while-revalidate, missing…
Diagnose a live, running lean devnet from its Prometheus and container logs, then report findings with proposed fixes and stop for approval.
The automated check flagged lines worth reading first. See the safety section below.
$ npx skills add geanlabs/gean --skill devnet-triage -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install geanlabs/gean devnet-triage --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/geanlabs/gean.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/devnet-triage .claude/skills/devnet-triage && 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 "devnet-triage" agent skill from https://github.com/geanlabs/gean/tree/main/.agents/skills/devnet-triage into .claude/skills/devnet-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devnet-triage", 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/geanlabs/gean/tree/main/.agents/skills/devnet-triageType 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 geanlabs/gean --skill devnet-triage -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install geanlabs/gean devnet-triage --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/geanlabs/gean.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/devnet-triage .agents/skills/devnet-triage && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "devnet-triage" agent skill from https://github.com/geanlabs/gean/tree/main/.agents/skills/devnet-triage into .agents/skills/devnet-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devnet-triage", 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 geanlabs/gean --skill devnet-triage -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install geanlabs/gean devnet-triage --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/geanlabs/gean.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/devnet-triage .cursor/skills/devnet-triage && 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 "devnet-triage" agent skill from https://github.com/geanlabs/gean/tree/main/.agents/skills/devnet-triage into .cursor/skills/devnet-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devnet-triage", 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/geanlabs/gean.git --path .agents/skills/devnet-triage--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 geanlabs/gean --skill devnet-triage -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install geanlabs/gean devnet-triage --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/geanlabs/gean.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/devnet-triage .gemini/skills/devnet-triage && 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 "devnet-triage" agent skill from https://github.com/geanlabs/gean/tree/main/.agents/skills/devnet-triage into .gemini/skills/devnet-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devnet-triage", 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 geanlabs/gean devnet-triageInstalls 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 geanlabs/gean --skill devnet-triage -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/geanlabs/gean.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/devnet-triage .github/skills/devnet-triage && 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 "devnet-triage" agent skill from https://github.com/geanlabs/gean/tree/main/.agents/skills/devnet-triage into .github/skills/devnet-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devnet-triage", 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 geanlabs/gean --skill devnet-triage -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install geanlabs/gean devnet-triage --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/geanlabs/gean.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/devnet-triage .opencode/skills/devnet-triage && 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 "devnet-triage" agent skill from https://github.com/geanlabs/gean/tree/main/.agents/skills/devnet-triage into .opencode/skills/devnet-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devnet-triage", 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.
devnet-triageDiagnose a live, running lean devnet from its Prometheus and container logs, then report findings with proposed fixes and stop for approval.
Devnet Triage is an agent skill from geanlabs/gean. Diagnose a live, running lean devnet from its Prometheus and container logs, then report findings with proposed fixes and stop for approval. Use when the user reports a symptom on a running devnet — finality or justification lagging, the tick loop drifting, memory growing, aggregation producing nothing, nodes flapping sync status — or asks what a live metric reading means. Not for Shadow stress tests.
Its SKILL.md is about 3.7k 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 Load testing. It works with Prometheus, Ethereum and Go. The repository describes itself as: Lean consensus client for Ethereum node operators.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit bd481e5. 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.
Shell commands in SKILL.md call:
curldockersshFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use curl, docker and ssh, 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.
Devnet Triage loads about 3.7k tokens when it runs. Until then it costs about 105 tokens; SKILL.md has 1,435 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 patterns that need a careful read before installing.
The alias resolves via the user's `~/.ssh/config`, which holds the host, user and key. **Never writeAutomated 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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,435 words (~3,689 tokens).
“Diagnose a running devnet by reading metrics and logs, then hand the user findings and a proposed fix.”
Just SKILL.md in .agents/skills/devnet-triage of geanlabs/gean.
Open the folder on GitHubat commit bd481e5
Devnet Triage 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 |
|---|---|---|---|---|---|---|
| Devnet Triage this skillgeanlabs/gean | 177 | — | ~3.7k | Automated safety check: Warn | None | |
| Golang Samber Hotsamber/cc-skills-golang | 3.4k | — | ~2k | Automated safety check: Pass | MIT | |
| Monitoring ExpertJeffallan/claude-skills | 12k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Golang Observabilitycontext-labs/whip | 1.1k | 1 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Golang Benchmarkaiskillstore/marketplace | 430 | 1 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Syncmetapawurb/hotpath-rs | 1.9k | — | ~1.2k | Automated safety check: Notes | MIT |
samber/cc-skills-golang
In-memory caching in Golang using samber/hot — eviction algorithms (LRU, LFU, TinyLFU, W-TinyLFU, S3FIFO, ARC, TwoQueue, SIEVE, FIFO), TTL, cache loaders, sharding, stale-while-revalidate, missing…
Jeffallan/claude-skills
Sets up application monitoring: structured logs, Prometheus metrics, OpenTelemetry tracing, Grafana dashboards, alert rules and load tests with k6 or Artillery.
context-labs/whip
Go observability — always-on production signals: slog logging, Prometheus metrics, OpenTelemetry tracing, pprof profiling, alerting, Grafana.
aiskillstore/marketplace
Golang benchmarking, profiling, and performance measurement.
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).
NVlabs/alpasim
Optimize AlpaSim Slurm topology throughput using persistent local Prometheus/Grafana telemetry and run artifacts.
geanlabs/gean
Review a branch or PR's diff against main and report opportunities to subtract — simplify, delete, and reduce the number of concepts a reader has to hold in their head.
Works with
Categories
Diagnose a live, running lean devnet from its Prometheus and container logs, then report findings with proposed fixes and stop for approval. Devnet Triage is an agent skill from geanlabs/gean. Diagnose a live, running lean devnet from its Prometheus and container logs, then report findings with proposed fixes and stop for approval.
Devnet Triage fits situations like: the user reports a symptom on a running devnet — finality; justification lagging; the tick loop drifting; aggregation producing nothing.
Run `npx skills add geanlabs/gean --skill devnet-triage -a claude-code`. Or copy the skill folder (.agents/skills/devnet-triage in geanlabs/gean) into .claude/skills/devnet-triage in your project. Claude Code loads it when a task matches its description.
Run `npx skills add geanlabs/gean --skill devnet-triage -a codex`. Or copy the skill folder (.agents/skills/devnet-triage in geanlabs/gean) into .agents/skills/devnet-triage 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 geanlabs/gean --skill devnet-triage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/devnet-triage, .gemini/skills/devnet-triage, .github/skills/devnet-triage and .opencode/skills/devnet-triage in your project.
Going by SKILL.md and its folder, Devnet Triage needs the command-line tools its instructions call (curl, docker and ssh). Our summary lists: Docker.
SKILL.md contains no URLs. Its commands use curl, docker and ssh, 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 flagged 1 warning(s): mentions a credentials file (ssh keys, cloud or package-manager tokens). Read the flagged lines before installing; the check is not a guarantee either way.
No licence was found for Devnet Triage or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 3.7k tokens (SKILL.md is roughly 15k 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 Devnet Triage: Golang Samber Hot (samber/cc-skills-golang, 3.4k stars), Monitoring Expert (Jeffallan/claude-skills, 12k stars), Golang Observability (context-labs/whip, 1.1k stars) and Golang Benchmark (aiskillstore/marketplace, 430 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
geanlabs (a GitHub organization) maintains it in geanlabs/gean, which has 177 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 9, 2026.
Source: geanlabs/gean on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.