manifest.json

{
  "name": "gbrain",
  "version": "0.32.3.0",
  "conformance_version": "1.0.0",
  "description": "Personal knowledge brain with hybrid RAG search \u2014 GStack mod for agent platforms",
  "skills": [
    {
      "name": "ingest",
      "path": "ingest/SKILL.md",
      "description": "Route content to specialized ingestion skills. Detects input type and delegates."
    },
    {
      "name": "chat-connectors",
      "path": "chat-connectors/SKILL.md",
      "description": "Connect a ChatGPT or Claude account and sync its conversation history into the brain incrementally, on a schedule. Live account lane (export files + retrieval live in conversation-archive)."
    },
    {
      "name": "query",
      "path": "query/SKILL.md",
      "description": "Answer questions using 3-layer search, synthesis, and citation propagation"
    },
    {
      "name": "maintain",
      "path": "maintain/SKILL.md",
      "description": "Brain health checks: back-link enforcement, citation audit, filing validation, stale info, orphans, benchmarks"
    },
    {
      "name": "enrich",
      "path": "enrich/SKILL.md",
      "description": "Enrich pages with tiered enrichment protocol, person/company page templates, and validation rules"
    },
    {
      "name": "briefing",
      "path": "briefing/SKILL.md",
      "description": "Compile daily briefing with meeting context, active deals, and citation tracking"
    },
    {
      "name": "migrate",
      "path": "migrate/SKILL.md",
      "description": "Universal migration from Obsidian, Notion, Logseq, markdown, CSV, JSON, Roam"
    },
    {
      "name": "setup",
      "path": "setup/SKILL.md",
      "description": "Add keyless GBrain memory to an existing agent, or connect a hosted brain while preserving identity and configuration"
    },
    {
      "name": "mcp-access",
      "path": "mcp-access/SKILL.md",
      "description": "Open the owner dashboard, manage MCP clients and access, and connect native OAuth harnesses with the correct authority"
    },
    {
      "name": "publish",
      "path": "publish/SKILL.md",
      "description": "Share brain pages as beautiful password-protected HTML (code + skill pair, zero LLM calls)"
    },
    {
      "name": "frontmatter-guard",
      "path": "frontmatter-guard/SKILL.md",
      "description": "Validate and auto-repair YAML frontmatter on brain pages; gates against malformed YAML, missing closing ---, nested quotes, slug mismatches, null bytes"
    },
    {
      "name": "signal-detector",
      "path": "signal-detector/SKILL.md",
      "description": "Opt-in ambient signal capture. After explicit enablement, detects original thinking and entity mentions in substantive messages."
    },
    {
      "name": "google-loops",
      "path": "google-loops/SKILL.md",
      "description": "Set up and operate the Gmail/Calendar/Contacts connector and the open-loop engine: who is waiting on the user, what they promised, and the context to respond."
    },
    {
      "name": "brain-ops",
      "path": "brain-ops/SKILL.md",
      "description": "Brain-first lookup, read-enrich-write loop, source attribution, ambient enrichment. The core read/write cycle."
    },
    {
      "name": "capture",
      "path": "capture/SKILL.md",
      "description": "Single human-facing entrypoint for ingestion. Routes through put_page (local) or MCP (thin-client); replaces put-page-vs-commit-vs-autopilot confusion with one verb."
    },
    {
      "name": "idea-ingest",
      "path": "idea-ingest/SKILL.md",
      "description": "Ingest links, articles, tweets, and ideas into the brain with analysis and entity cross-linking."
    },
    {
      "name": "media-ingest",
      "path": "media-ingest/SKILL.md",
      "description": "Ingest video, audio, PDF, book, screenshot, and repo content with entity extraction."
    },
    {
      "name": "meeting-ingestion",
      "path": "meeting-ingestion/SKILL.md",
      "description": "Ingest meeting transcripts with attendee enrichment, entity propagation, and timeline merge."
    },
    {
      "name": "citation-fixer",
      "path": "citation-fixer/SKILL.md",
      "description": "Audit and fix citation formatting across brain pages."
    },
    {
      "name": "repo-architecture",
      "path": "repo-architecture/SKILL.md",
      "description": "Where new brain files go. Filing rules and directory conventions."
    },
    {
      "name": "skill-creator",
      "path": "skill-creator/SKILL.md",
      "description": "Create new skills following the conformance standard with MECE validation."
    },
    {
      "name": "daily-task-manager",
      "path": "daily-task-manager/SKILL.md",
      "description": "Task lifecycle: add, complete, defer, remove, review with priority levels."
    },
    {
      "name": "daily-task-prep",
      "path": "daily-task-prep/SKILL.md",
      "description": "Morning preparation with calendar context, open threads, and task review."
    },
    {
      "name": "cross-modal-review",
      "path": "cross-modal-review/SKILL.md",
      "description": "Quality gate via second model with refusal routing chain."
    },
    {
      "name": "cron-scheduler",
      "path": "cron-scheduler/SKILL.md",
      "description": "Schedule management with staggering, quiet hours, and wake-up override."
    },
    {
      "name": "reports",
      "path": "reports/SKILL.md",
      "description": "Save and load timestamped reports with keyword routing for fast lookup."
    },
    {
      "name": "testing",
      "path": "testing/SKILL.md",
      "description": "Skill validation framework: frontmatter, sections, manifest coverage, MECE checks."
    },
    {
      "name": "soul-audit",
      "path": "soul-audit/SKILL.md",
      "description": "Re-run/deepen the identity interview via the shared bootstrap answer bank (interview --set/--show/--confirm), then re-render SOUL.md/USER.md/ACCESS_POLICY.md/HEARTBEAT.md with render --only."
    },
    {
      "name": "webhook-transforms",
      "path": "webhook-transforms/SKILL.md",
      "description": "Convert external events into brain-ingestible signals with entity extraction."
    },
    {
      "name": "data-research",
      "path": "data-research/SKILL.md",
      "description": "Structured data research: search, extract, archive, deduplicate, track. Parameterized YAML recipes for investor updates, donations, company metrics."
    },
    {
      "name": "minion-orchestrator",
      "path": "minion-orchestrator/SKILL.md",
      "description": "Unified Minions skill for deterministic shell jobs and LLM subagent orchestration. Submit, monitor, steer, pause/resume, replay. Replaces the older gbrain-jobs routing intent and sessions_spawn for durable observable background work."
    },
    {
      "name": "schema-author",
      "path": "schema-author/SKILL.md",
      "description": "Evolve the active schema pack. Add page types, propose new types from a corpus scan, backfill page.type via sync. Wraps the 14 gbrain schema CLI verbs + 9 MCP ops shipped in v0.40.7.0."
    },
    {
      "name": "skillify",
      "path": "skillify/SKILL.md",
      "description": "Meta skill. Turn any raw feature into a properly-skilled, tested, resolvable, evaled unit. Paired with gbrain check-resolvable gives user-controllable auto-skill-creation."
    },
    {
      "name": "skillpack-check",
      "path": "skillpack-check/SKILL.md",
      "description": "Agent-readable gbrain health report. Wraps doctor + apply-migrations --list into one JSON blob with exit codes. Cron-friendly for morning-briefing pipelines."
    },
    {
      "name": "skillpack-harvest",
      "path": "skillpack-harvest/SKILL.md",
      "description": "Editorial workflow for lifting a proven skill from a host repo back into gbrain. Pairs with `gbrain skillpack harvest` CLI. Drives the genericization checklist that scrubs fork-specific names + real entities before files land in gbrain core."
    },
    {
      "name": "smoke-test",
      "path": "smoke-test/SKILL.md",
      "description": "Post-restart smoke tests + auto-fix for gbrain and OpenClaw environments"
    },
    {
      "name": "gbrain-upgrade",
      "path": "gbrain-upgrade/SKILL.md",
      "description": "Keep gbrain current: act on the UPGRADE_AVAILABLE marker per self_upgrade.mode (notify prompt or silent auto)"
    },
    {
      "name": "book-mirror",
      "path": "book-mirror/SKILL.md",
      "description": "Take any book (EPUB/PDF), produce a personalized chapter-by-chapter analysis with two-column tables: left = chapter summary, right = how it applies to you based on brain context. Output: brain page + PDF."
    },
    {
      "name": "article-enrichment",
      "path": "article-enrichment/SKILL.md",
      "description": "Transform raw article text dumps in the brain into structured pages with executive summaries, verbatim quotes, key insights, why-it-matters, and cross-references."
    },
    {
      "name": "strategic-reading",
      "path": "strategic-reading/SKILL.md",
      "description": "Read a book/article/case study through the lens of a specific strategic problem; produce an applied playbook (do/avoid/watch for) with short/medium/long-term recommendations."
    },
    {
      "name": "concept-synthesis",
      "path": "concept-synthesis/SKILL.md",
      "description": "Deduplicate and synthesize raw concept stubs into a tiered intellectual map (T1 Canon to T4 Riff), tracing idea evolution across sources over time."
    },
    {
      "name": "idea-lineage",
      "path": "idea-lineage/SKILL.md",
      "description": "Trace one idea's evolution through the brain: first mention, best articulation, reversals, contradictions, abandoned branches, related concepts, and current live version."
    },
    {
      "name": "perplexity-research",
      "path": "perplexity-research/SKILL.md",
      "description": "Brain-augmented web research via Perplexity plus Opus; surfaces what is NEW vs already-known about a topic by cross-referencing against the brain first."
    },
    {
      "name": "archive-crawler",
      "path": "archive-crawler/SKILL.md",
      "description": "Universal archivist for personal file archives (Dropbox/B2/email exports). Filters for high-value content within an explicit gbrain.yml allow-list scan_paths gate."
    },
    {
      "name": "academic-verify",
      "path": "academic-verify/SKILL.md",
      "description": "Verify academic citations and research claims against current literature; routes through perplexity-research for the actual web search and formats results as a citation-checked brain page."
    },
    {
      "name": "brain-pdf",
      "path": "brain-pdf/SKILL.md",
      "description": "Generate a publication-quality PDF from any brain page via the gstack make-pdf binary; strips frontmatter, sanitizes emoji, applies running headers."
    },
    {
      "name": "voice-note-ingest",
      "path": "voice-note-ingest/SKILL.md",
      "description": "Ingest voice notes with exact-phrasing preservation (never paraphrased); routes content based on a decision tree across originals/concepts/people/companies/ideas/personal/voice-notes."
    },
    {
      "name": "cold-start",
      "path": "cold-start/SKILL.md",
      "description": "Day-one brain bootstrapping: sequence the highest-leverage data sources (contacts, calendar, email, conversations, social, archives) to go from empty brain to useful brain. Uses ClawVisor for safe credential handling \u2014 agents never hold raw API keys."
    },
    {
      "name": "ask-user",
      "path": "ask-user/SKILL.md",
      "description": "Reusable choice-gate pattern for presenting users with 2-4 options and stopping execution until they respond. Platform-agnostic (Telegram buttons, Discord, CLI, OpenClaw clarify tool)."
    },
    {
      "name": "functional-area-resolver",
      "path": "functional-area-resolver/SKILL.md",
      "description": "Compress an agent's routing file (RESOLVER.md or AGENTS.md) by replacing skill-per-row tables with functional-area dispatcher entries. Two-layer dispatch keeps every sub-skill reachable at ~50% of the file size."
    },
    {
      "name": "gbrain-advisor",
      "path": "gbrain-advisor/SKILL.md",
      "description": "Proactive 'make the most of gbrain' coaching. Runs gbrain advisor on a cadence and pings the user with the top high-leverage actions for their brain. Read-only; always asks before fixing."
    },
    {
      "name": "brain-taxonomist",
      "path": "brain-taxonomist/SKILL.md",
      "description": "Filing gate consulted before every brain page write. Reads the active schema pack via `gbrain schema show --json`; emits a recommended filing path with reasoning."
    },
    {
      "name": "eiirp",
      "path": "eiirp/SKILL.md",
      "description": "Everything In Its Right Place \u2014 post-work organizer. 7-phase audit: inventory, taxonomy, schema check (via cathedral CLI), file, skill graph audit, verify, report."
    },
    {
      "name": "schema-unify",
      "path": "schema-unify/SKILL.md",
      "description": "Migrate a brain off a noisy 24+-type pack onto gbrain-base-v2 (15 canonical types). 7-phase workflow: brain \u2192 assess \u2192 propose \u2192 apply \u2192 sync \u2192 verify \u2192 commit. Wraps the v0.41.22 unify-types PROTECTED Minion handler."
    },
    {
      "name": "skill-optimizer",
      "path": "skill-optimizer/SKILL.md",
      "description": "Self-evolving skill optimization via gbrain skillopt \u2014 SkillOpt-paper-grounded text-space optimizer with validation gating (median-of-3 + epsilon=0.05), bundled-skill safety, bootstrap review sentinel, per-skill DB lock, and atomic versioned writes."
    },
    {
      "name": "measure-before-you-fix",
      "path": "measure-before-you-fix/SKILL.md",
      "description": "Before fixing a slow/stale/timeout alert, measure the step yourself. Kill the theory with a stopwatch, not a code change. Measure-first ops triage for temporal alerts (stale, timeout, freshness, wedged, N hours behind)\u2026"
    },
    {
      "name": "data-loss-gate",
      "path": "data-loss-gate/SKILL.md",
      "description": "Confirmation gate before any bulk delete, cleanup, or destructive operation that could result in data loss \u2014 shell-level (rm -rf, git rm, bulk sed) or brain-level (bulk forget, delete sweeps, purge-deleted, source\u2026"
    },
    {
      "name": "fact-check",
      "path": "fact-check/SKILL.md",
      "description": "Systematic claim-by-claim verification for any content before it ships. Modeled on professional fact-checking desks (The New Yorker, ProPublica, IFCN standards): extract every verifiable claim, check each against live\u2026"
    },
    {
      "name": "resolve-before-asking",
      "path": "resolve-before-asking/SKILL.md",
      "description": "Gate on identity questions to the user. Before any \"who is X?\" (or role / relationship question) reaches the user, exhaust the brain's lookup chain: think \u2192 search + page read \u2192 mounted sources \u2192 timeline/graph \u2192 web."
    },
    {
      "name": "brain-ingest-gate",
      "path": "brain-ingest-gate/SKILL.md",
      "description": "Pre-write quality gate for content entering the brain. No raw copies: a bare cp/mv into the brain repo is a bug. Before any new page lands, resolve named entities registry-first (a vector score is a floor for prose\u2026"
    },
    {
      "name": "correction-pipeline",
      "path": "correction-pipeline/SKILL.md",
      "description": "When the user corrects a factual error, root-cause it immediately. Don't just note the correction \u2014 trace the error to its source, fix the source, and prevent recurrence."
    },
    {
      "name": "company-brainify",
      "path": "company-brainify/SKILL.md",
      "description": "Extract a sanitized shared team/company brain from a personal brain. Strips internal ratings, compensation, performance assessments, retention and political dynamics from pages, takes, and facts across the full scan\u2026"
    },
    {
      "name": "citation-graph-ingest",
      "path": "citation-graph-ingest/SKILL.md",
      "description": "Build a TYPED citation/reference graph over an ingested corpus \u2014 not just embeddings. Flat similarity retrieval cannot tell you that document A *overrules* B, *distinguishes* C, or *relies_on* D."
    },
    {
      "name": "two-tier-extraction",
      "path": "two-tier-extraction/SKILL.md",
      "description": "Tiered LLM extraction pattern for large corpus processing (email archives, document dumps, transcript libraries). A utility-tier model triages and classifies at speed; the reasoning tier does the default deep read; the\u2026"
    },
    {
      "name": "brain-link-discipline",
      "path": "brain-link-discipline/SKILL.md",
      "description": "When you report a brain page to the user \u2014 created, edited, committed, or relayed from a subagent \u2014 a working link is part of the deliverable, in the SAME message."
    },
    {
      "name": "draft-in-voice",
      "path": "draft-in-voice/SKILL.md",
      "description": "Ghostwrite content in a specific person's voice from a VALIDATED voice profile \u2014 tweets, replies, short posts, launch copy, recruiting blurbs, emails."
    },
    {
      "name": "bulk-ingestion",
      "path": "bulk-ingestion/SKILL.md",
      "description": "End-to-end discipline for turning any large data source (audio libraries, email takeouts, document corpora, chat exports, API dumps) into brain pages at scale."
    },
    {
      "name": "research-compendium",
      "path": "research-compendium/SKILL.md",
      "description": "Deep-research a topic end to end and produce a permanent, reusable knowledge asset: archive every primary source verbatim (gated by the user's privacy/retention posture), write one 1:1 summary per source, then\u2026"
    },
    {
      "name": "context-audit",
      "path": "context-audit/SKILL.md",
      "description": "Token-hygiene audit of the always-loaded context stack \u2014 CLAUDE.md, AGENTS.md, auto-memory MEMORY.md, and the bootstrap-rendered identity files (SOUL.md, USER.md, ACCESS_POLICY.md, HEARTBEAT.md) or their harness\u2026"
    },
    {
      "name": "blog-ingest",
      "path": "blog-ingest/SKILL.md",
      "description": "Feed and whole-publication ingestion: turn an entire blog, newsletter, or RSS/Atom archive into brain source pages. Covers feed discovery, pagination walking, normalization to a common article shape, canonical-URL\u2026"
    },
    {
      "name": "conversation-archive",
      "path": "conversation-archive/SKILL.md",
      "description": "Import AI-assistant chat exports (ChatGPT, Claude, Perplexity) and agent session transcripts into the brain as one dated page per conversation under conversations/, validate each page against the native conversation\u2026"
    },
    {
      "name": "skill-autobench",
      "path": "skill-autobench/SKILL.md",
      "description": "Author an eval for an existing skill from its REAL usage history, not its spec. Mine invocations from the brain's conversation archive (conversations/) and per-harness session transcripts \u2014 a user correction after an\u2026"
    },
    {
      "name": "db-repair",
      "path": "db-repair/SKILL.md",
      "description": "Auto-fix gbrain Postgres access: GBRAIN_DB_ACCESS marker -> diagnose -> tiered gbrain db-repair ladder -> verify"
    },
    {
      "name": "postgres-adopt",
      "path": "postgres-adopt/SKILL.md",
      "description": "Detect the active engine (PGLite vs Postgres), prefer/install Postgres for harness installs, wrap the guarded engine migration"
    },
    {
      "name": "remote-mcp",
      "path": "remote-mcp/SKILL.md",
      "description": "Publish the user's own gbrain over MCP with `gbrain mcp expose` (Tailscale by default, Funnel only for cloud agents), keep the server alive as a user service, then grant, install and verify one least-privilege client per consumer."
    }
  ],
  "dependencies": {
    "runtime": "bun",
    "package": "gbrain"
  },
  "setup": {
    "skill": "setup",
    "description": "Auto-provision Supabase or PGLite and configure GBrain (< 2 min)"
  },
  "recipes_dir": "recipes/",
  "resolver": "RESOLVER.md",
  "conventions_dir": "conventions/",
  "templates_dir": "../templates/"
}