ultrabrain（ultrabrain 搜索）

Ultrabrain

Drive a personal, LLM-maintained wiki at ~/.ultrabrain/. This skill is a thin trigger layer — the vault is self-contained and methodology rules live in ~/.ultrabrain/AGENTS.md, not here.

Trigger Contract

Five operations. The first two are skill-side; the last three delegate to vault rules.

Query skip clause

Before reading any vault file for query, verify the user's question plausibly concerns retained knowledge. Skip the vault (answer normally) when the question is:

• Small talk — greetings, thanks, session meta-questions.
• Context-local — answerable from the current session or open files ("what does this file do", "why did that fail").
• Execution requests — "write this", "run that", "refactor X". Vault holds facts, not tasks.

When classification is uncertain, default to skipping. Aggressive description triggering is balanced by this negative filter, not overridden.

Operations

Full step-by-step lives in references/operations.md. Summary:

• bootstrap creates ~/.ultrabrain/ with AGENTS.md (copied from references/agents-template.md), CLAUDE.md (one line: @AGENTS.md), empty index.md and log.md, and raw/ / wiki/ directories. Refuses if the vault exists unless --force is passed.
• capture writes session or file content to raw/YYYY-MM-DD-<slug>.md with frontmatter. Resolves ambiguous "記下來" requests by proposing a scope and waiting for user confirmation. Never silently overwrites — collisions go to suffixed filenames or a user-chosen append.
• ingest loads ~/.ultrabrain/AGENTS.md and follows its Operation: Ingest section to integrate unprocessed raw/ files into wiki/, moving processed raw to raw/.processed/.
• query loads AGENTS.md, reads index.md first, then follows the vault's query rules (index-first strict; no Grep fallback). Answers cite specific wiki pages. Falls back to general knowledge if the vault is empty, with an explicit note.
• lint loads AGENTS.md and produces a health report (contradictions, orphans, stale pages, index drift, missing cross-references). Never auto-fixes; asks the user which findings to address.

Every operation appends one line to log.md in the format ISO-8601 OPERATION details.

Vault Contract

Vault location: ~/.ultrabrain/.

AGENTS.md is the single source of truth for methodology. The skill's contract with it is behavioral, not structural — AGENTS.md must define how to perform ingest, query, and lint, in whatever structure the methodology author prefers. The skill makes no assumptions about section headings, page types, tag schemas, or cross-reference syntax.

~/.ultrabrain/CLAUDE.md is exactly one line: @AGENTS.md. This makes the vault rules auto-load if the user cds into the vault inside Claude Code; AGENTS.md stays canonical for cross-tool compatibility.

Vault-side operations (ingest, query, lint) halt if AGENTS.md is missing. Ask the user to bootstrap or restore the file.

The skill treats the vault as read-only except for paths each operation is defined to touch (see references/operations.md).

Methodology Swap

The v1.0.0 default methodology is Karpathy's LLM-maintained-wiki pattern (see references/karpathy-original.md for the source and references/agents-template.md for the agent-readable rendering). To swap:

1. Replace references/agents-template.md with rules for a different methodology. Only requirement: the new template must define ingest, query, and lint behaviors.
2. Run bootstrap --force to wipe and rebuild the vault. Destructive — back up ~/.ultrabrain/raw/ first if you want to preserve source material for re-capture.

Hooks

Two hooks are available but not auto-installed:

• SessionStart — injects vault status (wiki count, unprocessed raw, last ingest) at session start so Claude is aware the vault is available.
• PreCompact — injects a reminder before context compaction to capture important session content before detail is lost.

On explicit user request ("install ultrabrain hooks"), follow references/setup.md to copy both hook scripts and merge the entries into ~/.claude/settings.json using Read → diff → confirm → Edit discipline. Both hooks install as a bundle; either can be uninstalled individually later.

References

• references/karpathy-original.md — verbatim source methodology + attribution
• references/agents-template.md — bootstrap copies this to ~/.ultrabrain/AGENTS.md
• references/operations.md — full step-by-step for all five operations
• references/setup.md — hook install/uninstall (SessionStart + PreCompact)
• references/hooks/session-start.sh — vault status injection on session start
• references/hooks/pre-compact.sh — capture reminder before compaction