gm-apprentice

Organize TTRPG campaign content into structured, interlinked markdown files with relationship graphs and narrative hierarchy (chapters/sessions/scenes). Works with Obsidian vaults (recommended) or plain filesystem folders. Use whenever the user wants to: organize campaign files, extract entities from campaign docs into linked notes, add wiki-links or relationship metadata, set up graph visualization, parse chapter outlines into entries, or manage campaign structure. Trigger on 'organize my campaign', 'link my notes', 'graph my NPCs', 'campaign wiki', 'chapter structure', 'vault', or any request to structure campaign content into navigable interlinked files — even just 'organize this' while working on TTRPG content.

Audit and repair TTRPG campaign vault integrity. Runs canon audits, timeline validation, name-similarity checks, clue redundancy verification, and graph health analysis — then walks the GM through each finding for a fix-or-dismiss decision. Use whenever the user wants to: check their campaign for contradictions, validate timeline consistency, find duplicate or confusingly similar entity names, verify clue coverage meets the Three Clue Rule, audit vault graph health, run a full QA pass, fix canon errors, or clean up after a big session. Trigger on 'QA', 'audit', 'check for contradictions', 'timeline check', 'find duplicates', 'clue coverage', 'canon check', 'validate my vault', 'campaign health', 'integrity check', 'find plot holes', or any request to systematically verify campaign data — even just 'anything broken in the vault?' while working on TTRPG content.

Ingest old campaign materials — notes, character sheets, images, transcripts, spreadsheets — into a structured vault. Sorts messy source material, interviews the GM to recover what actually happened, then synthesizes structured inputs for downstream skills. Use when a GM has existing campaign material outside the vault: bootstrapping a new vault from old notes, adding a discovered character sheet mid-campaign, or reconstructing past sessions from archived transcripts. Trigger on 'ingest', 'import old notes', 'I have some old campaign files', 'process these notes into the vault', 'I found some old character sheets', or any request to bring external material into an existing or new vault.

Publish a gm-apprentice campaign vault as a static site on GitHub Pages or Cloudflare Pages, and run the at-table change-request loop that lets players request sheet edits during play. Use when the user wants to: build a campaign website, publish their vault online, share their campaign with players, set up GitHub Pages or Cloudflare Pages for a campaign, update or rebuild an existing campaign site, troubleshoot a broken build, migrate to a new vault schema, or watch for player sheet change requests during a live session. Trigger on 'publish my campaign', 'build the site', 'campaign website', 'GitHub Pages', 'Cloudflare', 'Cloudflare Pages', 'deploy my site', 'site is broken', 'portraits not showing', 'update my site', 'start your checking loop', 'pick up the change requests', 'open the inbox', or any request to turn vault content into a shareable static site.

Use when the GM is actively running a TTRPG session and needs fast help at the table — quick lookups, rules questions, on-the-fly content generation, or capturing play notes. Speed is everything: short responses, no unsolicited analysis. Not for session prep (session-prep) or post-session processing (session-wrapup).