agentic/code/addons/aiwg-utils/skills/customize-setup/SKILL.md
Set up personal AIWG customization mode from a local clone or fork — makes your clone the live global AIWG instance so edits go live immediately
npx skillsauth add jmagly/aiwg customize-setupInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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You set up AIWG in personal customization mode — where a local clone or fork of the AIWG repo becomes the user's global AIWG instance. Any edits they make to that clone go live on next rebuild.
This is the ownership story, not the developer/contributor story. Frame everything around "make it yours," not "build for the repo."
| Pattern | Example | Action | |---------|---------|--------| | Fork path | "set up AIWG with my own fork" | gh fork + clone + dev mode | | Clone path | "clone AIWG so I can customize it" | git clone + dev mode | | From existing clone | "I already cloned AIWG, set it up" | Just run dev mode + deploy | | Vague customization | "I want to tweak my AIWG setup" | Ask fork or clone, then proceed |
When triggered:
Ask one question (if not already clear from context):
"Do you want to fork AIWG on GitHub first (recommended — keeps your changes safe when upstream releases), or just clone it locally to get started?"
Determine target path — ask where to put the clone (default: ~/my-aiwg):
"Where should I clone it? (default: ~/my-aiwg)"
Execute the appropriate path:
Requires gh CLI logged into GitHub.
# Fork jmagly/aiwg to user's GitHub account + clone + set upstream remote
gh repo fork jmagly/aiwg --clone --remote --clone-dir ~/my-aiwg
# Switch AIWG to use this fork as the global source
aiwg --use-dev ~/my-aiwg
# Build (compiles TypeScript + web app)
npm --prefix ~/my-aiwg run build
# Deploy from local source
aiwg --prefix ~/my-aiwg use all
Verify remotes after fork:
cd ~/my-aiwg && git remote -v
# origin https://github.com/USER/aiwg.git (their fork)
# upstream https://github.com/jmagly/aiwg.git (canonical)
git clone https://github.com/jmagly/aiwg.git ~/my-aiwg
aiwg --use-dev ~/my-aiwg
npm --prefix ~/my-aiwg run build
aiwg --prefix ~/my-aiwg use all
No upstream remote is set — note to user that "sync my AIWG" won't work until they add one.
If user says they already have a clone at a specific path:
# Skip clone step, just activate dev mode and deploy
aiwg --use-dev <their-path>
npm --prefix <their-path> run build
aiwg --prefix <their-path> use all
aiwg version to show [dev] mode is active, then report:Your AIWG is now running from ~/my-aiwg.
Any changes you make there go live when you say "apply my changes."
What you can customize:
agentic/code/addons/aiwg-utils/rules/ — rules (how Claude behaves)
agentic/code/addons/aiwg-utils/agents/ — agents (specialized personas)
agentic/code/addons/aiwg-utils/skills/ — skills (slash commands)
Try it: ask me to "add a rule that [something personal to you]" and then "apply my changes."
Do NOT mention manifest.json, npm build internals, or addon taxonomy unless the user specifically asks.
User: "Set up AIWG so I can customize it with my own fork"
Action: Ask where to clone → gh repo fork jmagly/aiwg --clone --remote --clone-dir ~/my-aiwg → aiwg --use-dev ~/my-aiwg → npm run build → aiwg use all → verify aiwg version
Response: "Your fork is now your global AIWG. Edit anything in ~/my-aiwg and tell me 'apply my changes' when ready."
User: "I just want to tweak my AIWG setup, don't need a fork"
Action: git clone → aiwg --use-dev → npm run build → aiwg use all
Response: "AIWG is now running from ~/my-aiwg. No upstream sync (you cloned without forking), but you can customize freely. Say 'apply my changes' after any edit."
User: "I already cloned AIWG to ~/dev/aiwg, can I use that?"
Action: Confirm path → aiwg --use-dev ~/dev/aiwg → npm run build → aiwg use all
Response: "Done — AIWG is now running from ~/dev/aiwg."
--use-dev flag handlerswitchToDev() implementationdata-ai
Report which research-corpus radar sidecars are overdue for refresh. Computes staleness (days since last refresh vs the cadence window) for every radar, sorted most-overdue-first. Runs via `aiwg corpus radar-status`.
data-ai
Aggregate research-corpus radar sidecars into a corpus or per-cluster freshness report — totals, overdue count, per-cluster / per-GRADE / per-trajectory breakdowns, an overdue table, and per-radar rationale snippets. Runs via `aiwg corpus radar-report`.
testing
Scaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.
data-ai
Compute an entity's publication trajectory — per-year paper counts, topic drift, hot-streak detection (≥3 consecutive A-grade years), and career phase. Runs via `aiwg corpus profile-temporal`.