菜单
Run learning analysis — surface rating trends, recurring failure patterns, and graduation candidates. Use when learning analysis is due, or when the user asks about performance patterns, low ratings, or what to improve.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Rewrites text to remove AI slop and make it sound human: eliminates em-dashes and en-dashes, LLM tell-words (delve, leverage, robust, seamless), 'not just X, it's Y' constructions, rule-of-three padding, boilerplate openers/closers, hedging, and decorative emoji, while preserving meaning and voice. Use when asked to humanize text, de-slop, remove AI dashes or em-dashes, strip AI tells, make writing sound human, or clean AI-generated prose.
Author a NEW skill that ships WITH the PAL repo (committed to assets/skills/ and installed for every downstream user). Use only when working inside the portable-agent-layer repo and adding a shared, general-purpose skill. For a user's own private skill, use create-skill instead.
Create a user-scoped subagent for every installed agent (Claude Code, opencode, Cursor, Copilot) from one merged definition, then install and run the doctor on it. Use when the user asks to create a subagent, add a custom agent, delegate a role to a specialized agent, or "make a subagent that…".
Create a new personal skill for this user, scaffolded into their own ~/.pal/skills/ and linked into every installed agent. Use when the user asks to create a skill, add a capability, build a custom command, or "make a skill that…".
Convert markdown files into a styled PDF. Use when creating a PDF from existing markdown files, combining markdown into a report, or converting .md to .pdf.
Project context management. PROACTIVE — use when the user references a project (by name or as "this repo", "current work"), asks to add/update/complete a project, says "store under a named project", "track this", "what am I working on", "my projects", "my priorities". Also triggered by ISC/ISA terminology — ISC stands for Ideal State Criteria, a project's verifiable done-conditions stored as `ISC-N:` lines in the Criteria section of its ISA.md spec. Phrases like "ISC", "open/opening the ISC", "open ISCs" (unfinished criteria), "create/creating a ticket for a project", "new ticket", or "project ticket" all map here: use `list-isc` to read them, `add-isc` to create one, `complete-isc`/`reopen-isc` to change status.
| name | pal-analyze |
| description | Run learning analysis — surface rating trends, recurring failure patterns, and graduation candidates. Use when learning analysis is due, or when the user asks about performance patterns, low ratings, or what to improve. |
| argument-hint | [{"optional":"--actionable for AI-generated recommendations"}] |
When /pal-analyze is invoked (by you in response to a nudge, or by the user directly):
pal cli analyze
If the user passed --actionable or wants recommendations, append it: pal cli analyze --actionable
Read the console output and summarize the key signals. Focus on what's actionable, not exhaustive lists:
Ratings section:
Graduation candidates:
Emerging patterns:
Format example:
Analysis complete:
Ratings: X.X/10 avg | N low (≤4) | N high (≥7)
Top low-rating context: "[cluster description]"
Ready to graduate (3+ occurrences):
- "[pattern]" → suggest adding to wisdom/[domain].md
Emerging (2 occurrences — one more to graduate):
- "[pattern]"
After showing results, ask:
"Want to crystallize any of these into a wisdom frame, or dig into the low-rating clusters?"
If yes to crystallizing:
bun ~/.pal/tools/wisdom-frame.ts --domain <domain> --observation "<principle>"