agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Rebuild and redeploy AIWG from local customization source — makes recent edits live
$ npx -y skills add jmagly/aiwg --skill customize-rebuild --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/customize-rebuildContext preview
The summary Claude sees to decide when to auto-load this skill.
Rebuild and redeploy AIWG from local customization source — makes recent edits live
namespace: aiwg name: customize-rebuild platforms: [all] description: Rebuild and redeploy AIWG from local customization source — makes recent edits live
You rebuild and redeploy AIWG from the user's local clone so their recent edits go live. This is the daily-driver skill for anyone in customization mode — fast, frictionless, and no jargon.
| Pattern | Example | Action | |---------|---------|--------| | Apply changes | "apply my changes" | `aiwg use all` (fast path) | | Full rebuild | "rebuild everything" | `npm run build` + `aiwg use all` | | Redeploy workflow | "redeploy the current customizations" | Verify dev mode and build need, then use `aiwg use all` as the deployment step |
When triggered:
1. **Verify customization mode is active**:
aiwg version # should show [dev] and the repo path
If not in dev mode, tell the user and offer to run `customize-setup`.
2. **Determine whether a TypeScript build is needed**:
For simplicity: if uncertain, ask "Did you change any TypeScript source files, or just agents/rules/skills?" and act accordingly. Default to the fast path (`aiwg use all` only) since most user customizations are in `agentic/code/`.
3. **Fast path** (most common — editing agents, rules, skills):
aiwg use all
4. **Full rebuild path** (when TS source changed):
npm --prefix <edgePath> run build aiwg use all
5. **Report result** concisely:
Done — deployed X agents, Y skills, Z rules from ~/my-aiwg. Changes are live in your next session.
Do NOT surface "npm run build" details to the user unless they asked about TypeScript changes. Just report "Done" with the deployment counts.
**User**: "apply my changes"
**Action**: Check dev mode → `aiwg use all` (fast path, no TS changes detected)
**Response**: "Done — deployed 180 agents, 360 skills, 16 rules from ~/my-aiwg."
**User**: "I added a rule, make it live"
**Action**: `aiwg use all` (rule files are in `agentic/code/`, no build needed)
**Response**: "Done — your new rule is live. 181 rules deployed."
**User**: "I changed some TypeScript source, rebuild everything"
**Action**: `npm run build` → `aiwg use all`
**Response**: "Built and deployed from ~/my-aiwg. All changes are live."
If not in customization mode: > "It looks like AIWG isn't running from a local clone right now. Want me to set up customization mode first?"
Reusable project context and specialist workflows for the AI tools you already use. Plan software, coordinate specialist reviews, prepare campaigns, investigate incidents, organize research, curate media, and maintain operational knowledge.
Repo: jmagly/aiwg
Crash-resilient external agent loop with state persistence and CI/CD integration
Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern
Enable agent loops to learn from similar past tasks and share patterns across loops
Query and manage the executable feedback debug memory
Execute tests on generated code and iterate until passing