菜单
Log agent sessions, consolidate project memory (dream), promote reviewed memory, and load context for new chats. Use when ending a session, improving cross-session recall, or when the user mentions agent memory, dream, log-session, or memory.md.
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。
Bump semver + promote CHANGELOG Unreleased via compiled harness. Use for /release, version bumps, or tagging. Runs scripts/agent_skills/release_bump.py; LLM only when Unreleased is ambiguous. Never commit/push unless the user asks.
Vexlum Scoring MCP — compact search+dispatch on is-be-mcp / is-be-live and gallery is-ui-mcp / is-ui-live.
Choose CLI tools and safe patterns before repo work. Install checklist, bounded search/read commands, and confirmation gates. Use when navigating the codebase, running shell commands, or setting up agent tooling on Windows, WSL2, or macOS.
Inspect JSON, YAML, and API responses with jq, yq, dasel, curl, and httpie. Use for package.json, config.json, and backend health checks. Never output secrets or full credential-bearing config.
Backend build, test, lint, and verify workflows via WSL pytest, ruff, doctor, and docker compose. Use before claiming work complete or opening a PR. Do not invent ad hoc Python commands outside documented venvs.
Choose and run the right search tool: rg vs grep vs ast-grep vs fd vs fzf. Bounded repo navigation with ripgrep, fd, tree, bat, and structural search. Use when finding symbols, files, syntax patterns, or deciding which CLI search to use before reading or editing code.
基于 SOC 职业分类
| name | agent-memory |
| description | Log agent sessions, consolidate project memory (dream), promote reviewed memory, and load context for new chats. Use when ending a session, improving cross-session recall, or when the user mentions agent memory, dream, log-session, or memory.md. |
Local consolidation for image-scoring-backend — external artifacts only (no model training).
.agent-memory/memory.md; prefer repo evidence on conflict./log-session./dream-memory, review changelog, /promote-memory after human approval.Use text|category|confidence on CLI or YAML memory_candidates:
| Category | Use for |
|---|---|
stable_fact | Stack, architecture, env |
user_preference | Style, workflow, review prefs |
working_rule | How to run tests, what not to touch |
recurring_issue | Flakes, traps, env pain |
successful_pattern | Approaches that worked |
open_question | Unverified assumptions |
deprecated | Superseded guidance |
Confidence: low, medium, high.
python scripts/agent-memory/log_session.py --summary "..." --outcome "..." --candidate "text|working_rule|high"
python scripts/agent-memory/import_transcripts.py --dry-run --cursor-projects "$env:USERPROFILE\.cursor\projects"
python scripts/agent-memory/dream.py
python scripts/agent-memory/promote_dream.py --dream .agent-memory/dreams/<timestamp>.md
python scripts/agent-memory/context.py
/import-transcriptsscripts/transcript_mining/workspace_map.json, repo_profiles.json.agent/scratch/transcript-mining/<repo>/REVIEW.md (gitignored)--write-sessions → dream.py → human promote; Tier B/C: docs/LESSONS_LEARNED.mddreams/*-changelog.md — scan Uncertain / needs review.dreams/*.md vs memory.md.secrets.json, .env, tokens, or personal library paths.memory.md directly during implementation work.