菜单
Use for /wf-learn in Claude Code, $wf-learn or /skills wf-learn in Codex, or when the user wants a learning cycle from repeated errors, corrections, patterns, or session history.
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
Built-in browser automation and E2E verification workflow. Use for Claude /wf-browser, Codex $wf-browser or /skills wf-browser, Browser Use, Playwright, Chrome DevTools/CDP, screenshots, forms, UI verification, and browser-visible acceptance.
Codex compatibility: use $wf-help or /skills wf-help in Codex to show the Harness WF command table. Claude Code and OpenCode use the direct /wf-help command.
Use for /wf-max in Claude Code, $wf-max or /skills wf-max in Codex. WF-MAX is explicit only — the user must type /wf-max, $wf-max, or /skills wf-max.
Use when work needs bounded subagent coordination, parallel read-only exploration, independent review gates, broad context partitioning, or controlled handoffs.
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
Source-backed CLI invocation guide for Claude Code, Codex, and OpenCode automation. Use when invoking peer CLIs, writing batch tests, collecting cache telemetry, debugging command-line flags, or documenting cross-runtime agent usage for Harness workflows.
| name | wf-learn |
| description | Use for /wf-learn in Claude Code, $wf-learn or /skills wf-learn in Codex, or when the user wants a learning cycle from repeated errors, corrections, patterns, or session history. |
Force a memory learning cycle. Context-master analyzes; memory-master consolidates. Use the active runtime's available subagent mechanism when present, otherwise emulate the same roles as bounded passes and record that fallback.
Note: Explicit user preferences (remember/next time/never/always/记住/下次/不要再) can be written immediately via candidate detection without waiting for /wf-learn. /wf-learn is for proactive pattern consolidation and closeout extraction.
Harness/MEMORY.mdHarness/memory/routes.mdHarness/memory/startup-hints.mdHarness/memory/tool-usage-reflections.mdHarness/memory/user-corrections-preferences.mdHarness/memory/agent-lessons-patterns.mdHarness/PROGRESS.md and active task capsule, if anyFollow Harness/specs/runtime/context-loading.md#Cache-First Context Contract: load memory
indexes first, then only the routed detailed memory files; summarize durable
patterns by file path and signal instead of pasting session transcripts.
Harness/memory/routes.md for existing entries before writing.Harness/memory/*.
Use compact format (default no date):
- When <scenario>: <rule>. Avoid <over-application>. Signals: <signals>.Report files updated, patterns extracted, skipped candidates, and why each memory entry should survive context loss.