agent-loop-ext
Crash-resilient external agent loop with state persistence and CI/CD integration
Research, draft, and track a jurisdiction-specific public-records request without legal conclusions or automated submission.
$ npx -y skills add jmagly/aiwg --skill public-records-plan --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/public-records-planContext preview
The summary Claude sees to decide when to auto-load this skill.
Research, draft, and track a jurisdiction-specific public-records request without legal conclusions or automated submission.
namespace: aiwg platforms: [all] name: public-records-plan description: Research, draft, and track a jurisdiction-specific public-records request without legal conclusions or automated submission. triggers: - plan a public records request - draft a FOIA request for human review - track a records request and response
1. Check already-published sources, then resolve a current official jurisdiction and agency profile. Never fall back from state/local law to federal FOIA. 2. Describe records, custodians, systems, dates, formats, exclusions, fee ceiling, urgency, privacy minimization, and source-linked contact details. 3. Mark calculated dates as estimates derived from an approved profile; preserve agency-provided dates separately. 4. Produce a versioned draft marked `NOT REVIEWED — DO NOT SEND` until a named human approves the exact version. Submission is always manual. 5. Hash and quarantine responses; preserve originals and label OCR/extraction as derived. Do not reverse redactions or construct personal dossiers. 6. Track sent and observed/calculated due dates separately, status/fees, response artifact hashes, revision and appeal windows, and the linked investigation. Support PDF, scan, email, spreadsheet, and attachment inputs.
A `public-records-plan` artifact, evidence checklist, and pending human action.
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