regulationsgov-comments-fetch
SKILL.md
Regulations.gov Comments Fetch
Core Goal
- Fetch
commentsdata fromhttps://api.regulations.gov/v4/comments. - Filter by configurable time windows (
lastModifiedDateorpostedDate). - Apply optional filters (
agencyId,commentOnId,searchTerm). - Return machine-readable JSON and optionally save JSONL records locally.
- Keep execution observable with structured logs and optional log file.
Required Environment
- Configure runtime with environment variables (see
references/env.md). - Start from
assets/config.example.env. - Load env values before running commands:
set -a
source assets/config.example.env
set +a
Workflow
- Validate effective configuration.
python3 scripts/regulationsgov_comments_fetch.py check-config --pretty
- Dry-run to verify query parameters without making remote calls.
python3 scripts/regulationsgov_comments_fetch.py fetch \
--filter-mode last-modified \
--start-datetime 2026-03-10T00:00:00Z \
--end-datetime 2026-03-10T23:59:59Z \
--max-pages 2 \
--dry-run \
--pretty
- Fetch comments with structure validation and logs.
python3 scripts/regulationsgov_comments_fetch.py fetch \
--filter-mode last-modified \
--start-datetime 2026-03-10T00:00:00Z \
--end-datetime 2026-03-10T23:59:59Z \
--agency-id EPA \
--max-pages 3 \
--max-records 300 \
--output-dir ./data/regulationsgov-comments \
--quarantine-dir ./data/regulationsgov-comments-quarantine \
--log-level INFO \
--log-file ./logs/regulationsgov-comments-fetch.log \
--pretty
Built-in Robustness
- Retry transient failures (
429/500/502/503/504) with exponential backoff. - Respect
Retry-Afteron rate-limit responses and stop if it exceeds configured cap. - Throttle request frequency with a minimum interval between requests.
- Enforce safety caps:
--max-pageslimited byREGGOV_MAX_PAGES_PER_RUN--max-recordslimited byREGGOV_MAX_RECORDS_PER_RUN
- Validate transport and payload:
- HTTP/content-type checks
- UTF-8 + JSON parse checks
- JSON:API-style
data/metastructure checks - comment item field checks (
id,type, datetime field formats) - optional issue quarantine (
--quarantine-dir)
Scope Decision
- Keep one atomic endpoint implementation:
commentslist fetch. - Keep operations request-driven; do not add built-in scheduler/polling loops.
- Preserve simple downstream integration by returning JSON and optional JSONL artifact.
References
references/env.mdreferences/regulationsgov-api-notes.mdreferences/regulationsgov-limitations.mdreferences/openclaw-chaining-templates.md
Script
scripts/regulationsgov_comments_fetch.py
OpenClaw Invocation Compatibility
- Keep trigger metadata in
name,description, andagents/openai.yaml. - Invoke in prompts with
$regulationsgov-comments-fetch. - Keep the skill atomic: each invocation handles one configured window.
- Use script parameters for fetch conditions (
--filter-mode, time window, page caps). - If periodic polling is needed, let OpenClaw orchestrate repeated invocations externally.
OpenClaw Prompt Templates
Use these templates directly in OpenClaw and only replace bracketed placeholders.
- Recon (query plan check)
Use $regulationsgov-comments-fetch.
Run:
python3 scripts/regulationsgov_comments_fetch.py fetch \
--filter-mode last-modified \
--start-datetime [YYYY-MM-DDTHH:MM:SSZ] \
--end-datetime [YYYY-MM-DDTHH:MM:SSZ] \
--max-pages [N] \
--dry-run \
--pretty
Return only the JSON result.
- Fetch (time-window comments)
Use $regulationsgov-comments-fetch.
Run:
python3 scripts/regulationsgov_comments_fetch.py fetch \
--filter-mode last-modified \
--start-datetime [YYYY-MM-DDTHH:MM:SSZ] \
--end-datetime [YYYY-MM-DDTHH:MM:SSZ] \
--agency-id [OPTIONAL_AGENCY] \
--max-pages [N] \
--max-records [M] \
--output-dir [OUTPUT_DIR] \
--quarantine-dir [QUARANTINE_DIR] \
--pretty
Return only the JSON result.
- Validate (quality gate)
Use $regulationsgov-comments-fetch.
Run:
python3 scripts/regulationsgov_comments_fetch.py fetch \
--filter-mode posted \
--start-date [YYYY-MM-DD] \
--end-date [YYYY-MM-DD] \
--max-pages 1 \
--max-records 50 \
--pretty
Check validation_summary.total_issue_count and stop_reason.
Return JSON plus one-line pass/fail verdict.
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