Individual skill
hkdata
Use when the user asks about Hong Kong government open data, statistics, or datasets — e.g. transport, weather, population, employment, finance, health, education, housing, crime, tourism, facilities, etc. — in English or Chinese. Queries data.gov.hk and returns sourced, live answers, or an honest "no dataset".
SKILL.md
Source commit 93fd7816cdd75344a25ede04902d6e39172e169f
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 11
- Repository last updated
- Oct 20, 2026
- License
- MIT
Observed agent integration: codex
- hong-kong Repository topic
- open-data Repository topic
- data-gov-hk Repository topic
- ai-agents Repository topic
- agent-skill Repository topic
- chromadb Repository topic
- cli Repository topic
- ollama Repository topic
- embeddings Repository topic
- self-learning Repository topic
- data Derived category
- finance Derived category
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
.gitattributesasset · 296 bytes.githooks/pre-pushruns · 437 bytes.gitignoreasset · 1,019 bytesAGENTS.mddoc · 9,871 bytesEVAL_QUESTIONS.mddoc · 12,648 bytesLICENSEasset · 1,061 bytesNOTICEasset · 482 bytesREADME.mddoc · 11,718 bytesREADME.zh-HK.mddoc · 11,533 bytesSETUP.mddoc · 13,602 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesSKILL.mdcore · 10,535 bytesTASKS.mddoc · 41,922 bytesdata/catalog/catalog-000.jsonlasset · 1,226,195 bytesdata/catalog/catalog-001.jsonlasset · 1,807,264 bytesdata/catalog/catalog-002.jsonlasset · 1,583,040 bytesdata/catalog/catalog-003.jsonlasset · 1,745,042 bytesdata/catalog/catalog-004.jsonlasset · 1,168,130 bytesdata/catalog/catalog-005.jsonlasset · 1,158,589 bytesdata/catalog/catalog-006.jsonlasset · 3,190,303 bytesdata/catalog/catalog-007.jsonlasset · 4,155,393 bytesdata/catalog/manifest.jsonasset · 216 bytesdocs/screenshots/ferry-cheung-chau-eta.webpasset · 81,774 bytesdocs/screenshots/film-fund-roi.webpasset · 54,998 bytesdocs/screenshots/kindergarten-enrolment-trend.webpasset · 105,660 bytesdocs/screenshots/library-new-books.webpasset · 84,876 bytesdocs/screenshots/parking-vacancy-nearby.webpasset · 99,528 bytesdocs/screenshots/sports-running-classes.webpasset · 94,372 byteshk.shruns · 881 bytesprograms/__init__.pyruns · 674 bytesprograms/_template.pyruns · 3,138 bytesprograms/censtatd/crime.pyruns · 1,427 bytesprograms/censtatd/economy.pyruns · 2,853 bytesprograms/censtatd/elderly_services.pyruns · 1,544 bytesprograms/censtatd/employment.pyruns · 2,968 bytesprograms/censtatd/population.pyruns · 1,423 bytesprograms/censtatd/schools.pyruns · 1,601 bytesprograms/censtatd/shipping.pyruns · 1,624 bytesprograms/censtatd/tourism.pyruns · 1,511 bytesprograms/cstb/film_cinema_hotel.pyruns · 5,100 bytesprograms/dh/births.pyruns · 1,406 bytesprograms/dpo/holidays.pyruns · 1,362 bytesprograms/dpo/parking_vacancy.pyruns · 1,900 bytesprograms/edb/enrolment_schools.pyruns · 5,296 bytesprograms/epd/air_quality.pyruns · 1,383 bytesprograms/epd/river_water.pyruns · 1,487 bytesprograms/gpa/parking.pyruns · 1,532 bytesprograms/ha/ae_waiting.pyruns · 8,756 bytesprograms/hko/sunrise_climate.pyruns · 2,917 bytesprograms/hko/weather.pyruns · 3,439 bytesprograms/hkpf/crime.pyruns · 2,238 bytesprograms/housing/estates.pyruns · 1,453 bytesprograms/housing/prh.pyruns · 1,520 bytesprograms/landsd/address.pyruns · 1,275 bytesprograms/lcsd/facility.pyruns · 2,800 bytesprograms/lcsd/library_catalogue.pyruns · 12,310 bytesprograms/lcsd/library_new_arrivals.pyruns · 11,120 bytesprograms/lcsd/outdoor_courts.pyruns · 1,365 bytesprograms/lcsd/sports_availability.pyruns · 1,574 bytesprograms/mardep/vessel.pyruns · 1,773 bytesprograms/swd/elderly_centres.pyruns · 1,580 bytesprograms/td/kmb.pyruns · 3,512 bytesprograms/td/transport_digest.pyruns · 1,408 bytesprograms/xlsx.pyruns · 4,459 bytesreferences/aliases.jsonasset · 1,671 bytesreferences/catalog-names.jsonasset · 159,078 bytesreferences/workflow-guides.mddoc · 14,437 bytesrequirements-dev.txtdoc · 370 bytesrequirements-programs.txtdoc · 1,603 bytesrequirements-vectors.txtdoc · 537 bytesscripts/hkdata-info.shruns · 144 bytesscripts/hkdata.pyruns · 195 bytesscripts/hkdata/__init__.pyruns · 102 bytesscripts/hkdata/catalog.pyruns · 20,023 bytesscripts/hkdata/cli.pyruns · 16,780 bytesscripts/hkdata/common.pyruns · 548 bytesscripts/hkdata/embeddings.pyruns · 11,681 bytesscripts/hkdata/inspect.pyruns · 2,300 bytesscripts/hkdata/normalize.pyruns · 4,674 bytesscripts/hkdata/parse.pyruns · 11,615 bytesscripts/hkdata/programs.pyruns · 18,084 bytesscripts/hkdata/vectors.pyruns · 18,768 bytesscripts/public-preflight.shruns · 4,178 bytestests/conftest.pyruns · 139 bytestests/test_catalog.pyruns · 10,778 bytestests/test_cli.pyruns · 2,251 bytestests/test_embeddings.pyruns · 4,757 bytestests/test_normalize.pyruns · 1,367 bytestests/test_parse.pyruns · 6,440 bytestests/test_programs.pyruns · 7,462 bytestests/test_skill_layout.pyruns · 4,585 bytestests/test_vectors.pyruns · 10,586 bytes
Read excerpt
# 港數通 · hkdata — Hong Kong Open Data Library
**Scope: Hong Kong data.gov.hk datasets only.** General web search, non-HK data,
or non-government sources are handled by the agent's native web search tools, not
this skill.
## Resolve the skill root once
The commands below use `$SKILL_DIR`; resolve it before the first call (the docs
never assume a runtime's install directory):
```bash
: "${SKILL_DIR:=$(for d in "${HKDATA_SKILL_DIR:-}" "$HOME/.agents/skills/hkdata" \
"$PWD/.agents/skills/hkdata" "$HOME/.claude/skills/hkdata" \