gm-apprentice

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 a TTRPG session has just ended and the GM needs to process what happened — generating recaps, updating entity files, recording timeline events, and identifying what carries forward to the next session. This is the post-session workhorse that turns raw play notes into organized canon. Not for session prep (session-prep) or during-play help (session-play).

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.

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).

Use when a GM is preparing for an upcoming TTRPG session, reconciling what happened last time with what comes next, or reviewing prep plans. This is the between-sessions skill for looking forward — processing the aftermath of the last session into preparation for the next one. Not for during-play help (session-play) or post-session wrap-up (session-wrapup).

Guided adventure creation through creative conversation. Helps GMs develop campaign concepts, one-shots, and adventure arcs from a vague idea or from nothing at all. Detects existing vaults to build on continuing campaigns. Produces a polished adventure brief and scaffolds the vault for Session 0 handoff. Trigger on: 'new campaign', 'new adventure', 'I want to run a game', 'help me create', 'adventure idea', 'campaign concept', 'one-shot idea', 'what should I run', 'I have an idea for a game', 'new chapter', 'brainstorm a campaign', 'help me plan an adventure'.

TTRPG rules advisor and content engine for CoC 7e, GURPS 4e, Forged in the Dark, D&D 5e (2024), and Pathfinder 2e (Remaster). Use for: rules lookups, mechanics validation, character building and point-budget tracking, NPC generation, content creation (scenes, locations, factions, items, handouts), scenario and encounter design guidance, continuity and plot-hole detection, canon management, PC arc and spotlight analysis, active play techniques (fail forward, improvisation), and random inspiration. No dependencies on other skills. For session workflows use session-prep/play/wrapup; for vault operations use campaign-organizer; for auditing use campaign-qa. Trigger on: rules questions, character creation, point-buy, stat blocks, NPC generation, encounter design, scenario writing, handout creation, continuity checks, plot holes, spotlight balance, arc stages, canon verification, content generation, 'build me a character', 'make me an NPC', 'check for plot holes', 'write a scene', 'create a handout'.

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.