LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine…
@foryourhealth111-pixelInstall SkillAutomation
Skill
/local-vco-roles
Codex-local role pack for dialectic multi-agent reviews, designed to be compatible with the local vibe skill.
Claude Code
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill local-vco-roles --agent claude-code
Codex
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill local-vco-roles -a codex -y
Cursor
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill local-vco-roles -a cursor -y
Gemini CLI
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill local-vco-roles -a gemini-cli -y
GitHub Copilot
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill local-vco-roles -a github-copilot -y
OpenCode
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill local-vco-roles -a opencode -y
Windsurf
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill local-vco-roles -a windsurf -y
SKILL.md
local-vco-roles.SKILL.mdname: local-vco-roles
description: Codex-local role pack for dialectic multi-agent reviews, designed to be compatible with the local vibe skill.
local-vco-roles
Codex-local role pack for dialectic multi-agent reviews, designed to be compatible with the local `vibe` skill.
When to Use
Use this skill when: 1. You run `/vibe` and need a stable role set for dialectic review. 2. You want reproducible multi-role analysis using TeamCreate-style orchestration. 3. You need standardized outputs across team-lead / bug / architecture / integration / usability roles.
Vibe Compatibility Contract (Must Follow)
1. Grade handshake:
- M/L: do NOT force TeamCreate orchestration.
- XL: TeamCreate workflow is allowed.
2. Rule-1 boundary:
- Never mix multiple agent systems for the same task.
- Follow `vibe` conflict rules first.
3. Command priority:
- User explicit command > `vibe` routing > this role pack defaults.
4. Output severity:
- Always use `CRITICAL > HIGH > MEDIUM > LOW`.
5. Staged confirmation:
- Keep major confirmation points aligned with `vibe` team protocol.
6. Memory behavior:
- Default state tracking via TodoWrite-style task state.
- Optional enhancements (if available) must not become hard dependencies.
Role Prompt Library
- Team lead: `references/role-prompts/team-lead.md`
- Bug analyst: `references/role-prompts/bug-analyst.md`
- Architecture critic: `references/role-prompts/arch-critic.md`
- Integration analyst: `references/role-prompts/integration-analyst.md`
- Usability analyst: `references/role-prompts/usability-analyst.md`
Recommended XL Workflow
1. Read `references/vibe-compatibility.md`. 2. Create 5 tasks (lead + 4 analysts). 3. Assign each role using the prompt files above. 4. Collect results and aggregate by severity. 5. Produce one merged decision set (`keep / simplify / remove`).
Optional Utility
- Run scaffold helper: `scripts/new-run.ps1 -Topic <name>`
Read more
name: local-vco-roles description: Codex-local role pack for dialectic multi-agent reviews, designed to be compatible with the local vibe skill.
local-vco-roles
Codex-local role pack for dialectic multi-agent reviews, designed to be compatible with the local `vibe` skill.
When to Use
Use this skill when: 1. You run `/vibe` and need a stable role set for dialectic review. 2. You want reproducible multi-role analysis using TeamCreate-style orchestration. 3. You need standardized outputs across team-lead / bug / architecture / integration / usability roles.
Vibe Compatibility Contract (Must Follow)
1. Grade handshake:
- M/L: do NOT force TeamCreate orchestration.
- XL: TeamCreate workflow is allowed.
2. Rule-1 boundary:
- Never mix multiple agent systems for the same task.
- Follow `vibe` conflict rules first.
3. Command priority:
- User explicit command > `vibe` routing > this role pack defaults.
4. Output severity:
- Always use `CRITICAL > HIGH > MEDIUM > LOW`.
5. Staged confirmation:
- Keep major confirmation points aligned with `vibe` team protocol.
6. Memory behavior:
- Default state tracking via TodoWrite-style task state.
- Optional enhancements (if available) must not become hard dependencies.
Role Prompt Library
- Team lead: `references/role-prompts/team-lead.md`
- Bug analyst: `references/role-prompts/bug-analyst.md`
- Architecture critic: `references/role-prompts/arch-critic.md`
- Integration analyst: `references/role-prompts/integration-analyst.md`
- Usability analyst: `references/role-prompts/usability-analyst.md`
Recommended XL Workflow
1. Read `references/vibe-compatibility.md`. 2. Create 5 tasks (lead + 4 analysts). 3. Assign each role using the prompt files above. 4. Collect results and aggregate by severity. 5. Produce one merged decision set (`keep / simplify / remove`).
Optional Utility
- Run scaffold helper: `scripts/new-run.ps1 -Topic <name>`
Ships withvibe-skills
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
3.8k200 skills7 agents
Stars on GitHub
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Questions about local-vco-roles.
- Which coding agents can use local-vco-roles?
- local-vco-roles installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.