ohdearquant/lionagi

debug

Systematic debug workflow: research → orchestrate agents → escalate. Suggest when: stuck after 2-3 attempts, unfamiliar tooling, tempted to "try random things", or errors don't match documentation.

原文语言：英语

fanout

Fan one task out to multiple independent lionagi workers through `fanout.submit`, optionally synthesizing their answers. Use when several parallel perspectives can work without dependency handoffs.

原文语言：英语

flow

Plan and run a dependency-aware lionagi DAG through `flow.submit`, including dry runs and reactive follow-up capacity. Use when work has stages, dependencies, parallel branches, or a final synthesis step.

原文语言：英语

orchestrate

Plan and execute multi-agent workflows through lionagi's orchestration MCP tool: flow.submit (DAG pipelines), fanout.submit (parallel workers), agent.submit (one agent), and play.submit (saved playbooks). Use when a task needs multiple agents working in…

原文语言：英语

play

Run an existing lionagi playbook through the orchestration MCP server and retrieve its background result. Use when a saved `.playbook.yaml` workflow should be executed with concrete input or declared arguments.

原文语言：英语

playbook

Author lionagi playbooks — reusable YAML workflow templates that define parametric agent tasks. Playbooks live at ~/.lionagi/playbooks/ and run via the `play.submit` MCP verb (or `li play <name>` from a lionagi checkout). Use when: creating reusable…

原文语言：英语

pr-review

Multi-perspective PR review procedure. Plan a minimal DAG of specialists scoped to what the PR actually touches, synthesize with a critic, post ONE consolidated comment per verbosity tier. Pull before any structured PR review so the methodology stays…

原文语言：英语

review

General-purpose code review checklist. Use when reviewing any code change without a narrower specialization. Complements security-review, pr-review (multi-perspective), and the other review skills — pull this when you need the standard correctness/quality…

原文语言：英语

security-review

Threat-model rubric for a focused security review of a code change. Use when reviewing auth / input validation / crypto / secrets / supply chain, or as the "security" dimension of a multi-perspective PR review. Pull this skill before starting so severity…

原文语言：英语

show

Orchestrate multi-play shows: decompose a complex goal into sequential plays (each a play.submit run through the plugin's MCP server), gate each output for quality, adapt the plan based on results, and merge work into an integration branch. Shows are rows in…

原文语言：英语

summarize

Mid-session context capture and proactive decision/pattern capture. Use when: significant progress made but session continues, approaching context limits, switching topics, checkpoint learnings, significant decisions made, patterns emerge, or session is…

原文语言：英语

tdd

Guide test-driven development workflow. Suggest when: "test first", "TDD", "write tests before", "red green refactor" mentioned, or when implementing features or bug fixes where a test-first approach is beneficial. Enforces Red-Green-Refactor cycle.

原文语言：英语

commit

Conventional Commits style guide + safety rules. Pull this before any git commit so the message shape and staging rules stay consistent.

原文语言：英语

hello

Minimal example — verify `li skill` prints the body.

原文语言：英语