regulationsgov-comments-fetch
Fetch Regulations.gov v4 comments in configurable time windows with authenticated requests, pagination, retries, throttling, transport checks, and response-structure validation. Use when tasks need policy/public-opinion comment datasets for downstream analysis (including sentiment workflows) with deterministic JSON/JSONL outputs.
What this skill does
# Regulations.gov Comments Fetch ## Core Goal - Fetch `comments` data from `https://api.regulations.gov/v4/comments`. - Filter by configurable time windows (`lastModifiedDate` or `postedDate`). - 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: ```bash set -a source assets/config.example.env set +a ``` ## Workflow 1. Validate effective configuration. ```bash python3 scripts/regulationsgov_comments_fetch.py check-config --pretty ``` 2. Dry-run to verify query parameters without making remote calls. ```bash 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 ``` 3. Fetch comments with structure validation and logs. ```bash 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-After` on rate-limit responses and stop if it exceeds configured cap. - Throttle request frequency with a minimum interval between requests. - Enforce safety caps: - `--max-pages` limited by `REGGOV_MAX_PAGES_PER_RUN` - `--max-records` limited by `REGGOV_MAX_RECORDS_PER_RUN` - Validate transport and payload: - HTTP/content-type checks - UTF-8 + JSON parse checks - JSON:API-style `data/meta` structure checks - comment item field checks (`id`, `type`, datetime field formats) - optional issue quarantine (`--quarantine-dir`) ## Scope Decision - Keep one atomic endpoint implementation: `comments` list 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.md` - `references/regulationsgov-api-notes.md` - `references/regulationsgov-limitations.md` - `references/openclaw-chaining-templates.md` ## Script - `scripts/regulationsgov_comments_fetch.py` ## OpenClaw Invocation Compatibility - Keep trigger metadata in `name`, `description`, and `agents/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. 1. Recon (query plan check) ```text 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. ``` 2. Fetch (time-window comments) ```text 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. ``` 3. Validate (quality gate) ```text 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. ```
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.