// Distills AI agent personality patterns from conversation into a Tech Persona Card v1.0, validates the schema and voice consistency, and routes contributions through the existing submission portal. Use when the user wants to crystallize a recurring voice/tone, fork an existing persona, or share one with the community.
End-to-end change-shipping closed loop for non-trivial work — research → proposal doc → phased guarded implementation → PR self-review → harden → merge. Use when taking a substantial change from idea to merged PR, when a task needs a written proposal before code, when implementing in reversible phases behind a guarded commit chain (assert + test + verify, all green before commit), or when self-reviewing your own PR. Complements automating-devops (which is the git/CI/release knowledge reference); this skill is the orchestration spine that sequences a change from zero to merged.
DevOps knowledge reference covering Git workflows, testing strategies, DevSecOps, release pipeline orchestration (release.yml, multi-arch images, cosign integration), CI/CD pipelines, database management, observability, and performance optimization. Use when working with Git, CI/CD, release pipelines, ghcr image publishing, testing, monitoring, or infrastructure automation.
Distills repeated workflows into reusable skills, improves existing skills, and gates them through a three-tier publish funnel (local → project → community). Use when the agent or user notices a pattern worth crystallizing, when an existing skill is incomplete, or when something deserves community contribution. Default deny on dangerous tools and side effects.
Analyzes code changes, detects documentation drift, and evaluates change impact scope. Use when reviewing diffs, checking doc sync, or running pre-commit analysis. Automatically triggered after design-level changes or refactoring.
Scans code for security vulnerabilities, detects dangerous patterns, and ensures security decisions are documented. Use when running security scans, auditing code, or checking for OWASP issues, injection risks, or sensitive data leaks. Automatically triggered on new modules, security-related changes, or post-refactor.
Processes Excel spreadsheet files (.xlsx, .xlsm, .csv). Creates workbooks, builds formulas, preserves formatting, analyzes tabular data, and validates financial models with zero-formula-error delivery. Use when working with spreadsheet files or tabular data analysis. Do NOT use for Word documents, PDFs, presentations, or database pipelines.
| name | cultivating-personas |
| description | Distills AI agent personality patterns from conversation into a Tech Persona Card v1.0, validates the schema and voice consistency, and routes contributions through the existing submission portal. Use when the user wants to crystallize a recurring voice/tone, fork an existing persona, or share one with the community. |
| compatibility | node>=18 |
| user-invocable | true |
| allowed-tools | Bash, Read, Write, Edit |
| argument-hint | <distill|create|validate|publish> [persona-slug] |
| aliases | forge-persona, cultivate-persona |
人格不是个性签名，而是声音、能力、场景三位一体。沉淀必经 schema 验，发布走 submit portal。
| 模式 | 触发 | 入口 |
|---|---|---|
distill | 会话中识别"魔尊形成稳定声音模式" | 主动提议→显式确认 |
create | 用户显式想造新人格 | 引导式问答→生成 card |
validate | 已有 card，校验 schema + 声音一致性 | 一键扫描 |
| 场景 | 使用 | 理由 |
|---|---|---|
| 自称 / 称呼用户 / 情绪锚点已稳定 ≥ 3 会话 | ✅ distill | 模式可结晶 |
| 用户想 fork 内置人格做变体 | ✅ create | 直接生成骨架 |
| 已有 card 但质量存疑 | ✅ validate | 客观闸门 |
人格虽是文本，仍有红线：
formal + heavy emoji 矛盾，校验拒绝详细审查清单见 references/persona-safety.md。
| 你想做的 | 走哪卷 |
|---|---|
| 从会话沉淀人格 | references/distillation.md |
| 校验 voice 一致性 | references/voice-consistency.md |
| 通过 submit portal 提交 | references/publishing.md |
# 校验现有 card
node scripts/persona_forge.js validate config/personas/<slug>/
# 从会话提炼（交互式，不直接落盘，先输出预览）
node scripts/persona_forge.js distill --voice-hint "<观察笔记>"
# 生成提交 payload（给 submit.html 用）
node scripts/persona_forge.js publish config/personas/<slug>/
persona-card.json + identity.md 给魔尊 review参见姊妹 skill cultivating-skills——专司工程方法沉淀。