agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Plan and delegate a governed portable dataset or lineage export with explicit standards coverage and loss reporting.
$ npx -y skills add jmagly/aiwg --skill dataset-export --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/dataset-exportContext preview
The summary Claude sees to decide when to auto-load this skill.
Plan and delegate a governed portable dataset or lineage export with explicit standards coverage and loss reporting.
namespace: aiwg name: dataset-export description: Plan and delegate a governed portable dataset or lineage export with explicit standards coverage and loss reporting. version: 1.0.0 platforms: [all] aliases: [provenance export, dataset package, standards export] triggers: [export this dataset, create a PROV report, make an OpenLineage export, package this corpus, create a RO-Crate]
Review authorization, privacy, destination, schema binding, and the selected versioned exchange profile in the approved plan. Delegate to `aiwg dataset export <artifact-id> --json` only after any required plan approval. Surface exact mapping coverage, unsupported features, extensions, compatibility, and loss report.
Descriptor-only profiles do not authorize export and must be reported as such. Portable exports are projections, not replacement canonical persistence.
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