lylecodes/rentright-source-onboarding-steward
skills/rentright-source-onboarding-steward/SKILL.md
Use when onboarding or repairing RentRight data sources at the source/config level. Owns source eligibility, official URL selection, deterministic quote quality, extraction configuration, and handoff into the DB-first pipeline. Triggers on "add data source", "repair source config", "onboard official source", "fix extraction config", "source steward".
testing
Updated Apr 23, 2026
$ install --global
skillsauthnpx skillsauth add lylecodes/clawforce rentright-source-onboarding-stewardInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
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Last scanned: Apr 24, 2026, 12:59 AM44.2s1 file scanned
SKILL.md
- name:
- rentright-source-onboarding-steward
- description:
- Use when onboarding or repairing RentRight data sources at the source/config level. Owns source eligibility, official URL selection, deterministic quote quality, extraction configuration, and handoff into the DB-first pipeline. Triggers on "add data source", "repair source config", "onboard official source", "fix extraction config", "source steward".
RentRight Source Onboarding Steward
Use this skill when the problem is at the source layer rather than the jurisdiction-activation layer.
Read these first:
../../rentright/docs/architecture/DATA_PIPELINE.md../../rentright/docs/architecture/DATA_SOURCE_ONBOARDING.md../../rentright/docs/architecture/DATA_SOURCES.md
Goal
Create or repair a source so it can flow cleanly through RentRight's DB-first extraction pipeline.
Process
-
Confirm source eligibility. Accept official government-hosted sources only for production onboarding. If research came from a third-party publisher, find the official source before proceeding.
-
Choose extraction mode. Pick one:
apideterministicmanualinformational
-
Build reliable extraction config. For deterministic sources:
- use long, specific
expected_value_raw - avoid brittle micro-quotes
- confirm quotes match the actual authoritative page
For API sources:
- validate endpoint and field mappings
- document transforms and date semantics
- use long, specific
-
Check temporal requirements. If fields are
time_boxed_rate, require effective dates. If fields are not temporal, reject accidental date attachment. -
Run extraction. Confirm the source writes cleanly to
extracted_values. -
Hand off to the next stage. Once the source is healthy, route into:
- jurisdiction onboarding
- integrity remediation
- bundle verification depending on why the source work was needed
Output
Produce:
- source eligibility verdict
- extraction method choice
- config summary
- extraction result
- handoff recommendation
Rules
- Never use direct YAML edits to paper over source issues.
- The source steward owns source quality, not final jurisdiction promotion.
- Short or ambiguous quotes are not “good enough”.
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