Agent skills for the Trifle ecosystem. Teach AI coding agents how to use Trifle Stats, Trifle Traces, and Trifle CLI effectively with best practices, payload structure guidelines, and real-world patterns.
Part of the Trifle ecosystem.
| Skill | What it teaches |
|---|---|
| trifle-stats | Time-series metrics in Ruby, Elixir, and Go. Values payload structure, dimensional tracking, duration with standard deviation, key splitting strategies. |
| trifle-traces | Structured execution tracing in Ruby. How to trace conditions, API calls, loops, and objects so the full execution flow is readable. |
| trifle-cli | Command-line metrics with local SQLite storage. Agent analytics workflows, push/query patterns, MCP server mode. |
Add this repo as a marketplace source and install skills:
/plugin marketplace add trifle-io/skills
/plugin install trifle-stats@trifle-io/skills
/plugin install trifle-traces@trifle-io/skills
/plugin install trifle-cli@trifle-io/skillsOr copy skill directories into your project:
cp -r trifle-stats/skills/trifle-stats .claude/skills/
cp -r trifle-traces/skills/trifle-traces .claude/skills/
cp -r trifle-cli/skills/trifle-cli .claude/skills/Install skills into your Codex skills directory ($CODEX_HOME/skills, defaults to ~/.codex/skills).
CODEX_HOME="${CODEX_HOME:-$HOME/.codex}"
mkdir -p "$CODEX_HOME/skills"
cp -R trifle-stats/skills/trifle-stats "$CODEX_HOME/skills/trifle-stats"
cp -R trifle-traces/skills/trifle-traces "$CODEX_HOME/skills/trifle-traces"
cp -R trifle-cli/skills/trifle-cli "$CODEX_HOME/skills/trifle-cli"If you want updates in this repo to be reflected immediately, use symlinks instead of copying:
CODEX_HOME="${CODEX_HOME:-$HOME/.codex}"
mkdir -p "$CODEX_HOME/skills"
ln -s "$(pwd)/trifle-stats/skills/trifle-stats" "$CODEX_HOME/skills/trifle-stats"
ln -s "$(pwd)/trifle-traces/skills/trifle-traces" "$CODEX_HOME/skills/trifle-traces"
ln -s "$(pwd)/trifle-cli/skills/trifle-cli" "$CODEX_HOME/skills/trifle-cli"Or install from GitHub inside Codex via $skill-installer:
$skill-installer install https://github.com/trifle-io/skills/tree/main/skills/trifle-stats
$skill-installer install https://github.com/trifle-io/skills/tree/main/skills/trifle-traces
$skill-installer install https://github.com/trifle-io/skills/tree/main/skills/trifle-cli
After installing, restart Codex to pick up new skills.
Copy skill content into .cursor/rules/:
cp trifle-stats/skills/trifle-stats/SKILL.md .cursor/rules/trifle-stats.mdc
cp trifle-traces/skills/trifle-traces/SKILL.md .cursor/rules/trifle-traces.mdc
cp trifle-cli/skills/trifle-cli/SKILL.md .cursor/rules/trifle-cli.mdcCopy skill content into .windsurf/rules/ or append to .windsurfrules:
mkdir -p .windsurf/rules
cp trifle-stats/skills/trifle-stats/SKILL.md .windsurf/rules/trifle-stats.md
cp trifle-traces/skills/trifle-traces/SKILL.md .windsurf/rules/trifle-traces.md
cp trifle-cli/skills/trifle-cli/SKILL.md .windsurf/rules/trifle-cli.mdCopy skill directories into .cline/skills/:
cp -r trifle-stats/skills/trifle-stats .cline/skills/
cp -r trifle-traces/skills/trifle-traces .cline/skills/
cp -r trifle-cli/skills/trifle-cli .cline/skills/These skills follow the Agent Skills open standard. Each skill is a SKILL.md file with YAML frontmatter and markdown instructions. Copy the content into whatever custom instructions mechanism your agent supports.
Full Trifle documentation at docs.trifle.io
| Component | What it does |
|---|---|
| Trifle App | Dashboards, alerts, scheduled reports, AI-powered chat. Cloud or self-hosted. |
| Trifle CLI | Query and push metrics from the terminal. MCP server mode for AI agents. |
| Trifle::Stats (Ruby) | Time-series metrics library for Ruby. |
| Trifle.Stats (Elixir) | Time-series metrics library for Elixir. |
| Trifle Stats (Go) | Time-series metrics library for Go. |
| Trifle::Traces | Structured execution tracing for background jobs. |
Bug reports and pull requests are welcome on GitHub at https://github.com/trifle-io/skills.
Available under the MIT License.