agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Update AIWG CLI and redeploy frameworks/tools to current project without leaving the session
$ npx -y skills add jmagly/aiwg --skill aiwg-refresh --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/aiwg-refreshContext preview
The summary Claude sees to decide when to auto-load this skill.
Update AIWG CLI and redeploy frameworks/tools to current project without leaving the session
namespace: aiwg name: aiwg-refresh platforms: [all] kernel: true description: Update AIWG CLI and redeploy frameworks/tools to current project without leaving the session script: entrypoint: run.sh runtime: bash cwd: project-root argsHint: '[--update-cli] [--all] [--provider <name>] [--dry-run] [--channel <name>]'
> **Deterministic execution (#1267)**: this skill has a `script:` entrypoint > that shells out to `aiwg refresh "$@"`. Prefer > `aiwg run skill aiwg-refresh -- <flags>` when a platform supports it; on > platforms without a deployed command stub (e.g. hermes) invoke the CLI > directly. The CLI owns the deterministic execution step: version/channel > resolution, CLI update, framework redeploy, provider detection, and exit > codes. The skill owns the agentic layer around that step: intent alignment, > output formatting, workspace-state reconciliation, summary, next actions, > gates, and recovery. Do not reimplement the refresh manually or add > redundant permission prompts before calling the CLI for execution.
Update the AIWG CLI and/or redeploy frameworks, agents, commands, and tools to the current project without leaving the agentic session.
| Flag | Description | |------|-------------| | `--update-cli` | Update AIWG CLI to latest version before redeploying | | `--all` | Redeploy all installed frameworks | | `--sdlc` | Redeploy SDLC framework only | | `--marketing` | Redeploy Marketing framework only | | `--utils` | Redeploy aiwg-utils addon only | | `--provider <name>` | Target platform: claude, factory, openai, cursor, warp (default: auto-detect) | | `--reasoning-model <name>` | Override model for reasoning agents (opus tier) | | `--coding-model <name>` | Override model for coding agents (sonnet tier) | | `--efficiency-model <name>` | Override model for efficiency agents (haiku tier) | | `--filter <pattern>` | Only deploy agents matching glob pattern (e.g., `*architect*`) | | `--filter-role <role>` | Only deploy agents of specified role: reasoning, coding, efficiency | | `--save` | Persist model selection to project models.json | | `--force` | Force redeploy even if already up-to-date | | `--dry-run` | Show what would be done without executing |
Run status check and report current state:
aiwg -status
Report:
AIWG Refresh - Current Status ============================== CLI Version: 1.2.3 (stable channel) Workspace: /path/to/project/.aiwg Installed Frameworks: - sdlc-complete v1.0.0 (58 agents, 48 commands) - aiwg-utils v1.0.0 (3 agents, 25 commands) Platform: Claude Code (.claude/) - Agents: 61 deployed - Commands: 73 deployed
If `--update-cli` flag is set:
aiwg -update
Report update status:
Checking for updates... Current: 1.2.3 Latest: 1.2.5 Updating AIWG CLI... ✓ Updated to v1.2.5 Changes in v1.2.5: - New mutation-analyst agent - Testing-quality addon - Bug fixes
If already up-to-date:
AIWG CLI is up-to-date (v1.2.3)
Based on flags, determine scope:
| Flags | Action | |-------|--------| | No flags | Show status only, prompt for action | | `--all` | Redeploy all installed frameworks | | `--sdlc` | Redeploy sdlc-complete only | | `--marketing` | Redeploy media-marketing-kit only | | `--utils` | Redeploy aiwg-utils addon only | | Multiple | Redeploy specified frameworks |
If no framework flags and not `--dry-run`, ask user:
What would you like to refresh? [1] All frameworks (sdlc-complete, aiwg-utils) [2] SDLC framework only [3] Utils addon only [4] Just show status (no changes) Choice:
If `--provider` not specified, auto-detect:
1. Check existing deployments:
2. If multiple detected, ask user:
Multiple platforms detected: [1] Claude Code (.claude/) [2] Factory AI (.factory/) Which platform to refresh?
3. If none detected, default to claude
Report:
Target platform: Claude Code Deployment paths: - Agents: .claude/agents/ - Commands: .claude/commands/
For each framework to deploy:
# SDLC Framework aiwg use sdlc --provider <platform> --force [model-flags] [filter-flags] # Marketing Framework aiwg use marketing --provider <platform> --force [model-flags] [filter-flags] # Utils (included with sdlc) # No separate command needed
**Model flags** (if specified):
**Filter flags** (if specified):
**If `--dry-run`:** Show commands without executing:
Dry Run - Would execute: ======================== 1. aiwg use sdlc --provider claude --force --reasoning-model opus-4-2 → Deploy 58 agents to .claude/agents/ (reasoning tier with opus-4-2) → Deploy 48 commands to .claude/commands/ 2. aiwg use marketing --provider claude --force --reasoning-model opus-4-2 → Deploy 37 agents to .claude/agents/ (reasoning tier with opus-4-2) → Deploy 20 commands to .claude/commands/ No changes made (dry run mode)
**Progress Repor
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