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architect
Research-backed vault evolution guidance. Toggle features (self-space, semantic search), rebalance MOCs, adjust dimensions with full rationale.
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。
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Research-backed vault evolution guidance. Toggle features (self-space, semantic search), rebalance MOCs, adjust dimensions with full rationale.
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 | architect |
| description | Research-backed vault evolution guidance. Toggle features (self-space, semantic search), rebalance MOCs, adjust dimensions with full rationale. |
| tags | ["architecture","evolution","configuration"] |
Delegates to: @ars-contexta:vault-architect
Invoke this skill when the user wants to make explicit architectural changes to their vault: toggling features, adjusting dimension values, rebalancing MOCs, or adding/removing structural capabilities.
The skill accepts natural-language architectural commands, including:
enable self-space / disable self-spaceenable semantic search / disable semantic searchadjust {dimension} to {value} (e.g. "adjust atomicity to 0.7")rebalance MOCs — restructure the MOC hierarchy based on current note distributionadd feature {feature-name}remove feature {feature-name}Intent Parsing Parse the user's architectural command. If ambiguous, ask one clarifying question before proceeding.
Rationale Read
Read ops/derivation.md to understand the existing rationale for current configuration. If the requested change conflicts with the original derivation intent, flag this: "Your vault was originally derived with {reason}. This change moves away from that. Is that intentional?"
Research Explanation Before executing any change, explain:
Always cite specific claims, principles, or frameworks from the methodology corpus. Do not present architectural changes as arbitrary knobs — every dimension has a research rationale.
Proposal Phase Show a precise list of what will change:
ops/config.yaml that will be updatedcopilot-instructions.md, CLAUDE.md) that will be refreshedState explicitly what will not change (user notes, self/ content).
Wait for user confirmation.
Backup Phase
Create timestamped backups in ops/archive/ for every file that will be modified.
Execution Phase Apply the approved changes:
ops/config.yamlcopilot-instructions.md and CLAUDE.mdops/derivation.md recording what changed, why, and the research backingops/derivation-manifest.md with the new configuration stateValidation Run the 15 kernel primitive checks. Report PASS/FAIL. If any primitive regressed, offer to roll back the specific change that caused it.
Add a new knowledge domain to an existing vault. Creates domain-specific MOCs, templates, and vocabulary mappings.
Query the Ars Contexta research methodology. Answers 'why does my system do X?' with research-backed explanations from 249 interconnected claims.
Analyze the vault's knowledge graph. Subcommands: orphans, density, bridges, synthesis, traverse, clusters, stats.
Run vault health diagnostics. 3 modes: quick (schema+orphans+links), full (all 8 categories), three-space (boundary violations).
Contextual guidance and command discovery. Shows available skills, agents, and intelligent suggestions based on vault state.
End-to-end source processing: reduce → reflect → reweave → verify. Fresh context per phase for optimal LLM attention.