How To Communicate
databasus/databasus
Communicate clearly in every response, progress update and agent-authored document.
Service/infra health via liveness/readiness checks, resource usage, quick diagnostics.
$ npx skills add softspark/ai-toolkit --skill health -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install softspark/ai-toolkit health --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/softspark/ai-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/app/skills/health .claude/skills/health && 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 "health" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/health into .claude/skills/health/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "health", 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/softspark/ai-toolkit/tree/main/app/skills/healthType 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 softspark/ai-toolkit --skill health -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install softspark/ai-toolkit health --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/app/skills/health .agents/skills/health && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "health" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/health into .agents/skills/health/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "health", 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 softspark/ai-toolkit --skill health -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install softspark/ai-toolkit health --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/app/skills/health .cursor/skills/health && 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 "health" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/health into .cursor/skills/health/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "health", 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/softspark/ai-toolkit.git --path app/skills/health--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 softspark/ai-toolkit --skill health -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install softspark/ai-toolkit health --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/app/skills/health .gemini/skills/health && 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 "health" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/health into .gemini/skills/health/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "health", 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 softspark/ai-toolkit healthInstalls 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 softspark/ai-toolkit --skill health -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/app/skills/health .github/skills/health && 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 "health" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/health into .github/skills/health/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "health", 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 softspark/ai-toolkit --skill health -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install softspark/ai-toolkit health --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/softspark/ai-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/app/skills/health .opencode/skills/health && 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 "health" agent skill from https://github.com/softspark/ai-toolkit/tree/main/app/skills/health into .opencode/skills/health/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "health", 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.
healthService/infra health via liveness/readiness checks, resource usage, quick diagnostics.
Health is an agent skill from softspark/ai-toolkit. Service/infra health via liveness/readiness checks, resource usage, quick diagnostics. Triggers: health check, services up, system status, infra health, degraded service.
Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/health_check.py`).
It sits in Databases. It works with Docker. The repository describes itself as: Professional-grade AI coding toolkit: 94 skills, 44 agents, multi-platform (Claude, Cursor, Windsurf, Copilot, Gemini, Cline, Roo Code, Aider, Augment, Antigravity, Codex CLI… The licence is Apache-2.0.
Read from SKILL.md and the folder at commit e40ed87. 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:
BashReadFrom allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
dockercurlpythonjavapython3redis-climongoshFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use docker and curl, 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.
Health loads about 925 tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 330 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.
ect services from `docker-compose.yml`, `.env`, or project configuration.allowed-tools: Bash, ReadAutomated 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.
The full file from softspark/ai-toolkit at commit e40ed87, republished under its Apache-2.0 licence (© softspark). 330 words, ~925 tokens.
.claude/skills/health/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.$ARGUMENTS
Check the health of all project services.
docker compose ps 2>/dev/null || echo "no-docker"Detect services from docker-compose.yml, .env, or project configuration.
# If using Docker Compose
docker compose ps
# Process check (bare metal)
ps aux | grep -E "(node|python|java|php)" | grep -v grep| Service | Health Check |
|---|---|
| HTTP API | curl -f http://localhost:{port}/health |
| PostgreSQL | pg_isready -h localhost -p 5432 |
| MySQL | mysqladmin ping -h localhost |
| Redis | redis-cli ping |
| MongoDB | mongosh --eval "db.runCommand({ping:1})" |
| Elasticsearch | curl -f http://localhost:9200/_cluster/health |
| RabbitMQ | curl -f http://localhost:15672/api/healthchecks/node |
# Container logs (if Docker)
docker compose logs --tail 50 {service}
# Resource usage
docker stats --no-stream # Docker
htop # Bare metal
# Disk usage
df -h # System
docker system df # Docker
# Network
netstat -tlnp # Listening ports
curl -I http://localhost:{port} # Connectivity| Symptom | Check | Solution |
|---|---|---|
| Service not responding | Process running? Port open? | Restart service |
| Slow responses | Resource usage, connections | Scale or optimize |
| Connection refused | Network, firewall, port | Check config |
| Out of memory | free -h, container limits | Increase limits |
Run the bundled script for a JSON health report:
python3 ${CLAUDE_SKILL_DIR}/scripts/health_check.py http://localhost:8000services:
{service-name}:
status: healthy|degraded|down
uptime: Xd Xh
cpu: X%
memory: XMB
notes: "any issues"degraded, not healthydocker compose ps shows Up even when a container is crash-looping via restart policy — look at the STATUS column for (unhealthy) or Restarting rather than trusting "Up" alone./health endpoints return 200 as long as the web server answers, even when the DB connection is down. If the service exposes a /ready or /healthz?deep=true endpoint, prefer it — shallow health is a lie.pg_isready reports success the moment Postgres accepts TCP, which happens seconds before the DB is actually query-ready after a restart. Chain it with a trivial SELECT 1.docker stats --no-stream needs cgroups v2 access; on older hosts or LXC containers it returns 0% CPU/memory silently instead of erroring. Verify at least one non-zero value before trusting the report./debug after the health check narrows it down/performance-profiling/workflow incident-response/ci© softspark, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (scripts) in app/skills/health of softspark/ai-toolkit.
Open the folder on GitHubat commit e40ed87
Health 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 |
|---|---|---|---|---|---|---|
| Health this skillsoftspark/ai-toolkit | 179 | — | ~925 | Automated safety check: Notes | Apache-2.0 | |
| How To Communicatedatabasus/databasus | 8.8k | — | ~3.9k | Automated safety check: Pass | MIT | |
| Codebase Explorationgiancarloerra/SocratiCode | 3.3k | 1 repos | ~1.5k | Automated safety check: Pass | AGPL-3.0 | |
| Bump Test Imageredis/node-redis | 18k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Tgf Server Devthkhxm/tgf | 128 | — | ~1.3k | Automated safety check: Notes | MIT | |
| Cognee Database Migrationstopoteretes/cognee | 32k | — | ~2.6k | Automated safety check: Notes | Apache-2.0 |
databasus/databasus
Communicate clearly in every response, progress update and agent-authored document.
giancarloerra/SocratiCode
Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts.
redis/node-redis
Bump the default Redis docker test image (redislabs/client-libs-test) in the shared DEFAULTDOCKERCONFIG and the CI matrix, then force-push the bump-test-image branch and open a PR against upstream.
thkhxm/tgf
基于 tgf v2(github.com/thkhxm/tgf/v2)用确定性的 tgfctl 工作流创建、验证和维护 Go 游戏服务器项目。
topoteretes/cognee
Explains how cognee's two migration chains run, how to check and repair migration state with cognee-cli, and how to write new Alembic or graph and vector migrations.
supabase/supabase
Execute runnable docs snippets and examples inside a disposable Docker Compose sandbox (runner container + local Supabase stack via supabase start).
softspark/ai-toolkit
Prepare or verify a project QA environment with source identity, readiness, browser access, evidence paths and owned cleanup.
softspark/ai-toolkit
Accessibility validator: WCAG 2.1 AA, EN 301 549, EAA. An agent skill from softspark/ai-toolkit.
softspark/ai-toolkit
Analyzes code quality, complexity, patterns across codebase.
softspark/ai-toolkit
Drives a brief, specification, issue or existing PR through implementation, review, tests and QA to a ready PR.
softspark/ai-toolkit
Direct technical voice for docs, README, user-facing text. An agent skill from softspark/ai-toolkit.
softspark/ai-toolkit
Detect/generate/debug CI pipeline config (GitHub Actions, GitLab CI).
Works with
Categories
Service/infra health via liveness/readiness checks, resource usage, quick diagnostics. Health is an agent skill from softspark/ai-toolkit. Service/infra health via liveness/readiness checks, resource usage, quick diagnostics.
Health fits situations like: databases work in your project.
Run `npx skills add softspark/ai-toolkit --skill health -a claude-code`. Or copy the skill folder (app/skills/health in softspark/ai-toolkit) into .claude/skills/health in your project. Claude Code loads it when a task matches its description.
Run `npx skills add softspark/ai-toolkit --skill health -a codex`. Or copy the skill folder (app/skills/health in softspark/ai-toolkit) into .agents/skills/health 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 softspark/ai-toolkit --skill health -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/health, .gemini/skills/health, .github/skills/health and .opencode/skills/health in your project.
Going by SKILL.md and its folder, Health needs Python for the scripts in its folder and the command-line tools its instructions call (docker, curl, python, java, python3 and redis-cli). Our summary lists: Python 3; Docker. Its frontmatter pre-approves these tools: Bash, Read.
SKILL.md contains no URLs. Its commands use docker and curl, 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 (mentions a .env file; pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. 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.
Health is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 925 tokens (SKILL.md is roughly 3.7k 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 Health: How To Communicate (databasus/databasus, 8.8k stars), Codebase Exploration (giancarloerra/SocratiCode, 3.3k stars), Bump Test Image (redis/node-redis, 18k stars) and Tgf Server Dev (thkhxm/tgf, 128 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
softspark (a GitHub user) maintains it in softspark/ai-toolkit, which has 179 GitHub stars. The repository holds 112 skills in this directory. The repository was last updated on October 8, 2026.
Source: softspark/ai-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.