agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Configure AIWG automatic-memory seed templates for project overview, testing, debugging, and architecture knowledge, with provider compatibility guidance.
$ npx -y skills add jmagly/aiwg --skill auto-memory --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/auto-memoryContext preview
The summary Claude sees to decide when to auto-load this skill.
Configure AIWG automatic-memory seed templates for project overview, testing, debugging, and architecture knowledge, with provider compatibility guidance.
namespace: aiwg name: auto-memory platforms: [all] description: Configure AIWG automatic-memory seed templates for project overview, testing, debugging, and architecture knowledge, with provider compatibility guidance. triggers: - enable automatic project memory - install auto memory templates - seed Claude project memory - configure project memory files
Use this driver when an operator wants the `auto-memory` seed bundle.
For new projects, prefer the canonical scaffolding path:
aiwg new
For an existing project, deploy the addon through AIWG:
aiwg use auto-memory --provider <provider>
Claude supports the native automatic-memory layout. Cursor and OpenCode require provider-specific adaptation; other providers should use workspace context or semantic-memory capabilities instead of pretending native automatic memory exists.
The seeds cover project overview, testing, debugging, and architecture. Never put secrets, credentials, tokens, or sensitive personal data in memory files.
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