菜单
Validate and minimize prompts — provenance, targeting, staleness, redundancy, ablation testing, perplexity scoring. USE WHEN audit rules, check provenance, minimize prompts, prompt cleanup, validate targeting, find redundant rules, prompt audit, prompt analysis, stale rules.
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
| name | PromptAnalysis |
| version | 0.1.0 |
| description | Validate and minimize prompts — provenance, targeting, staleness, redundancy, ablation testing, perplexity scoring. USE WHEN audit rules, check provenance, minimize prompts, prompt cleanup, validate targeting, find redundant rules, prompt audit, prompt analysis, stale rules. |
Analyze rules, skills, and agents for minimum viable prompt compliance (MVPR-0001). Each concern is a subskill with its own detection patterns and output format.
| Keyword | Subskill | What it does |
|---|---|---|
| "scan", "audit", "check", "all" | Scan | Run all subskills on a module |
| "provenance", "sources", "refs" | @Provenance.md | Check external source citations |
| "target", "targeting", "provider" | @Targeting.md | Check model/provider targeting correctness |
| "stale", "staleness", "deprecated" | @Staleness.md | Check for outdated references |
| "cleanup", "minimize", "fix" | Cleanup | Scan + auto-fix with confirmation |
| single file path | Single | Full analysis of one file with all subskills |
| Keyword | Subskill | Requires |
|---|---|---|
| "deep", "test", "ablation" | @PromptFoo.md | npm install -g promptfoo + API keys |
| "compress", "perplexity" | @LLMLingua.md | pip install llmlingua |
| "benchmark", "capability" | @ArtificialAnalysis.md | API key from artificialanalysis.ai |
Run all static subskills (Provenance + Targeting + Staleness) on every rule in a module:
/PromptAnalysis scan Modules/forge-core/rules
Scan collects results from each subskill and presents a unified report grouped by status. No API calls, no model queries — purely static.
All subskills on one file:
/PromptAnalysis Modules/forge-core/rules/NoHeredoc.md
Shows full content with inline annotations, current targeting, qualifier variants, and a recommendation.
Scan + apply safe structural fixes with confirmation:
/PromptAnalysis cleanup Modules/forge-core/rules
For each fixable issue, present via AskUserQuestion. Only structural fixes (add targets, move to qualifier dir). Never delete rules or change content.
Follow @Output.md for the ASCII dashboard layout, card types, optional gauges, and batch decision flow.
Create and validate skills for forge modules. USE WHEN create skill, new skill, write skill, validate skill, check skill, skill structure, skill conventions.
Create, validate, evaluate, and iterate skills for forge modules. USE WHEN create skill, new skill, write skill, validate skill, check skill, skill structure, skill conventions, test a skill, run skill evals, benchmark a skill, skill not triggering, optimize skill description. Not for adopting community skills (AdoptArtifact) or shipping artifacts downstream (PublishArtifact).
Create, validate, or place behavioral rules in forge modules. USE WHEN create rule, new rule, write rule, capture rule, add a rule, graduate a correction or convention to a rule, validate rule, rule conventions, where does this rule belong, or the user runs /Rule.
Scaffold a workshop project: a VCS spine (git + jj colocate + entire + forge hooks), the private/public/assets flow layout with a .tlp manifest, a .claude/ that mounts the knowledge vault, and on-demand satellites (vault folder-note, data dir, private remote). USE WHEN starting a new project, initializing a folder for work, adding a vault note or data dir or remote to a project, archiving a project, or the user runs `project` / `atlas`.
Collaborative ideation before implementation — explore context, clarify intent, propose approaches. USE WHEN starting creative work, new features, design decisions, or modifying behavior.
Write a formal design spec from brainstorming output or requirements. USE WHEN design approved, write spec, formalize design, spec document.