菜单
Activates ultra-compressed response mode that reduces token usage by approximately 75% by eliminating filler words, articles, and pleasantries while preserving full technical accuracy and substance. Invoke when the user requests "caveman mode", "talk like caveman", "less tokens", "be brief", or uses the /caveman command.
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
Builds an interactive knowledge graph from any mix of code, docs, papers, images, and video/audio files. Extracts concepts, relationships, call graphs, and design rationale via AST (code) and Claude subagents (docs/media). Outputs interactive HTML, queryable JSON, and a plain-language audit report. Supports incremental updates, cross-repo merging, MCP server mode, and always-on assistant hooks for Claude Code, Cursor, Gemini CLI, Codex, and others.
Conducts a structured, relentless interview of the user's plan or system design, resolving each branch of the decision tree until full shared understanding is reached. Provides a recommended answer for each question asked. Invoke when the user wants to stress-test a plan, validate architecture decisions, or explicitly requests "grill me".
Guides the creation of new agent skills with correct structure, progressive disclosure, and bundled reference resources. Produces a SKILL.md with a routing-optimized description, optional reference files, and utility scripts where deterministic operations are needed. Invoke when the user wants to create, write, or build a new skill file.
Parses a git diff or patch file and produces a structured summary of changes: files modified, lines added and removed per file, a plain-English description of what changed, and a suggested conventional commit message following the feat/fix/chore/refactor/docs prefix convention.
Scans a git repository or file path for hardcoded secrets, API keys, tokens, and credentials using Gitleaks SAST rules. Returns findings with file path, line number, secret type (AWS key, GitHub token, Slack webhook, etc.), and a redacted preview. Returns clean=true when no secrets are detected.
Extracts structured action items from a meeting transcript or notes, identifying the task description, assigned owner name, due date or relative deadline, and priority level for each item. Returns a sorted action_items list and a one-paragraph meeting summary.
| id | caveman |
| name | Caveman Communication Mode |
| version | 1.0.0 |
| description | Activates ultra-compressed response mode that reduces token usage by approximately 75% by eliminating filler words, articles, and pleasantries while preserving full technical accuracy and substance. Invoke when the user requests "caveman mode", "talk like caveman", "less tokens", "be brief", or uses the /caveman command. |
| capability | {"type":"data-transform","inputs":["trigger_phrase:string","intensity_level:enum[lite,full,ultra]"],"outputs":["compressed_response:string"]} |
| graph | {"depends_on":[],"complements":[],"co_used_with":[]} |
| compatibility | {"claude_code":true,"gemini":true,"mcp":false} |
| risk | safe |
Once activated, respond in compressed form every turn. Drop filler. Retain all technical substance.
Deactivation: only on explicit "stop caveman" or "normal mode". Never self-revert.
Drop:
Keep exact:
Prefer:
Response pattern: [entity] [action] [reason]. [next step].
| Before | After |
|---|---|
| "Sure! I'd be happy to help you with that. The issue you're experiencing is likely caused by a stale token in the auth middleware." | "Stale token in auth middleware. Fix expiry check." |
| "Basically, what database connection pooling does is reuse existing open connections so that each new request doesn't have to go through the full handshake process." | "Pool reuse open DB connections. Skip handshake → fast under load." |
Temporarily suspend compression for:
Resume compressed mode immediately after the clear section concludes.
Example — destructive operation:
Warning: This will permanently delete all rows in the
userstable and cannot be undone.DROP TABLE users;Caveman resume. Verify backup first.
