Before fixing a slow/stale/timeout alert, measure the step yourself. Kill the theory with a stopwatch, not a code change.
When you report a brain page to the user — created, edited, committed, or relayed from a subagent — a working link is part of the deliverable, in the SAME message.
Use GBrain to give OpenClaw or Hermes-style agents a local knowledge brain with markdown ingestion, entity links, hybrid search, scheduled consolidation, and MCP access.
Transform raw article text dumps in the brain into structured pages with executive summary, verbatim quotes, key insights, why-it-matters, and cross-references.
Generate a publication-quality PDF from any brain page via the gstack make-pdf binary. Strips YAML frontmatter, sanitizes emoji, applies running headers and page numbers.
Ingest video, audio, PDF, book, screenshot, and GitHub repo content into the brain. Multi-format handling with entity extraction and backlink propagation.
Day-one data bootstrapping for a new brain. Sequences the highest-leverage data sources to go from empty brain to useful brain in one session.
Feed and whole-publication ingestion: turn an entire blog, newsletter, or RSS/Atom archive into brain source pages.
Route to Venus (sharp executive-assistant voice persona). Used for logistics — calendar, tasks, recent messages, brain lookups — at sub-second phone-call latency.
Generic framework for converting external events (SMS, meetings, social mentions) into brain-ingestible signals.
Extract a sanitized shared team/company brain from a personal brain. Strips internal ratings, compensation, performance assessments, retention and political dynamics from pages,…
6-phase interactive interview that generates the agent's identity (SOUL.md), user profile (USER.md), access control (ACCESS_POLICY.md), and operational cadence (HEARTBEAT.md).
CEO Standards — Security policy, coding standards, performance patterns. Load this when reviewing security, writing code, or enforcing quality gates.
Lift a proven skill from a host repo (e.g. your OpenClaw fork) back into gbrain's bundle so other clients can scaffold it.
Build a TYPED citation/reference graph over an ingested corpus — not just embeddings. Flat similarity retrieval cannot tell you that document A *overrules* B, *distinguishes* C,…
Reference skill demonstrating the 10/10 skillpack contract. Adds a "what does this skillpack do" answer to the user's agent.
Ghostwrite content in a specific person's voice from a VALIDATED voice profile — tweets, replies, short posts, launch copy, recruiting blurbs, emails.
Process your inbox and get to zero without missing important stuff
Scrape the Hacker News front page (titles, points, comment counts).
Skill that runs gbrain search before external lookup
External-lookup skill with explicit Phase 1 brain heading
External-lookup skill with canonical Convention callout
Skill that uses multiple external tools without compliance
External-lookup skill with NO brain-first compliance
Skill that operates purely on local state
Skill with typo in brain_first declaration
Skill where brain reference precedes a negation-prose mention