By undefined-ui

Audit an agent's context layout against the four places: system prompt, tools, history, tail.

undefined-ui/second-brain-os

Scaffold a first eval suite for an agent: mine real failures into cases, write behavioural checks over traces, and generate the runner.

undefined-ui/second-brain-os

Find the decisions in a pipeline that do not need the expensive model and propose the gate for each: a rule, a classic classifier, or a small model, with fail-closed routing.

undefined-ui/second-brain-os

Turn a vague task into a testable definition of done and generate an executable goal-test script for it, optionally with a bounded retry loop around a headless agent.

undefined-ui/second-brain-os

Audit an agent's harness against the four rings: containment, guides, sensors, permissions.

undefined-ui/second-brain-os

Triage an exported chat history into what to ingest, what to archive and what to delete, with a privacy pass first.

undefined-ui/second-brain-os

Analyse the vault's link graph and report on its shape: orphan rate, average degree, components, hubs, bridges and clusters, with what each number means for retrieval.

undefined-ui/second-brain-os

Turn raw source material in a second-brain vault into linked wiki pages: read the source, split it into concepts and entities, write or update pages, connect them to existing pages, and record the…

undefined-ui/second-brain-os

Audit a second-brain vault for structural problems and repair them: broken wikilinks, orphan pages, empty stubs, frontmatter that violates the schema, near-duplicate pages, and stale index entries.

undefined-ui/second-brain-os

Answer a question from a second-brain vault by reading its own pages, citing the pages used, and saying plainly when the vault does not contain the answer.

undefined-ui/second-brain-os

Produce a periodic review of a second-brain vault: what was added, which topics are growing, what contradicts what, which questions are still open, and what is worth reading next.

undefined-ui/second-brain-os

Clean a raw transcript before ingestion: punctuate, paragraph, label speakers, fix mistranscribed technical terms, and split long recordings by topic.

undefined-ui/second-brain-os

Import a large archive into the vault in controlled batches: triage what is worth ingesting, process oldest first, checkpoint after every batch, and keep cost visible.

undefined-ui/second-brain-os

Trace where the user's recorded position on something has shifted: superseded claims, contradictions between sources of different dates, and what evidence moved them.

undefined-ui/second-brain-os

Merge two pages that describe the same thing, preserving every distinct claim, redirecting inbound links, and recording the merge.

undefined-ui/second-brain-os

Record a dated snapshot of the vault's health numbers and compare against previous snapshots so trends are visible.

undefined-ui/second-brain-os

Audit the vault for material that should not be in it: credentials, other people's private information, confidential work, and anything the user would not want synced or backed up.

undefined-ui/second-brain-os

Set up or update a project in the vault: the four-stage folder pipeline, a project-scoped CLAUDE.md with one goal, and links to the concept pages it depends on.

undefined-ui/second-brain-os

Prepare a subset of the vault for publishing: check opt-in flags, find private material, and report what would leak through links before anything is exported.

undefined-ui/second-brain-os

Generate questions from the user's own concept pages so they can find out what they saved but never learned, and compare their answers against what the pages say.

undefined-ui/second-brain-os

Rename a page safely: update the file, fix every inbound wikilink, add the old name as an alias, and log it.

undefined-ui/second-brain-os

Produce a research report from the vault: scope the question against existing pages, name the gaps, and write findings with citations, disagreements and limits.

undefined-ui/second-brain-os

Draft from the vault: outline from concept pages, keep citations to the user's own sources, and surface where their material disagrees.

undefined-ui/second-brain-os