KirbyInGitHub · Nov 4, 2026 · Nov 4, 2026
diff --git a/.claude-plugin/marketplace.json b/.claude-plugin/marketplace.json
@@ -21,9 +21,10 @@
     },
     {
       "name": "querying-lca-datasets-expert",
+      "displayName": "Environmental Data",
       "source": "./plugins/querying-lca-datasets-expert",
-      "description": "Query LCA process datasets and match inventory requirements using the self-contained querying-lca-datasets CLI, with provenance and representativeness review.",
-      "version": "0.5.1"
+      "description": "Environmental Data: search and match environmental process data across published database sources, preserving source, version, system model, units and applicability evidence. Access depends on source and account entitlements.",
+      "version": "0.5.2"
     },
     {
       "name": "jimu-lca",

diff --git a/README.md b/README.md
@@ -13,7 +13,7 @@ Find background datasets, prepare an openLCA study, work with product carbon-foo
 | --- | --- |
 | [cortex-org-wiki](plugins/cortex-org-wiki/README.md) | Search Nora's published organization Wiki and read versioned pages with source citations. Use the CLI's own Cortex login and the intended organization. |
 | [hiq-editor](plugins/hiq-editor/README.md) | HiQ Editor toolkit: the native CLI release, its canonical UPR workflow skill and evidence-based authoring/review agents. |
-| [querying-lca-datasets-expert](plugins/querying-lca-datasets-expert/README.md) | Query LCA process datasets and match inventory requirements using the self-contained querying-lca-datasets CLI, with provenance and representativeness review. |
+| [Environmental Data](plugins/querying-lca-datasets-expert/README.md) | Environmental Data: search and match environmental process data across published database sources, preserving source, version, system model, units and applicability evidence. Access depends on source and account entitlements. |
 | [jimu-lca](plugins/jimu-lca/README.md) | Inspect JiMULCA product carbon-footprint cases and run authorized inventory, binding and calculation operations with the user's own member credential. |
 | [cortex-lca-expert](plugins/cortex-lca-expert/README.md) | Preview wrapper for cortex-lca-expert 0.1.0-dev.14: build, inspect and calculate openLCA models using the user's installed application and Cortex expert authorization. Wrapper version 0.1.0 is not a stable CLI release. |
 | [cortex-epd](plugins/cortex-epd/README.md) | Demo-only prerelease wrapper for cortex-epd 0.1.0-dev.14.candidate.39933331655.1.2. EPD pre-audit instructions come from that complete candidate. HOLD remains in effect; this is not promotion, product acceptance or certification. |
@@ -51,7 +51,7 @@ See [compatibility and verification](docs/COMPATIBILITY.md) for platform coverag
 
 ## Use the right tool for the task
 
-- **Looking for a background factor or dataset?** Start with dataset lookup. A match needs compatible function, units, geography, technology and period; a search hit alone does not establish suitability.
+- **Looking for environmental process data?** Start with [Environmental Data](plugins/querying-lca-datasets-expert/README.md) for multi-source discovery and matching. A match needs compatible function, units, geography, technology and period; a search hit alone does not establish suitability.
 - **Building an LCA study?** Use the prerelease openLCA plugin with your own official openLCA installation and appropriately licensed databases. Dataset lookup does not calculate a model.
 - **Working in JiMULCA?** Use its case workflow and the intended space/case. Local file edits do not change a remote case.
 - **Preparing or reviewing an EPD?** The demo prerelease assists with intake and evidence. A generated report is not certification, and review execution requires explicit delegation and model-cost authorization.

diff --git a/docs/CAPABILITIES.md b/docs/CAPABILITIES.md
@@ -6,7 +6,7 @@ Choose a plugin by the system and task you actually need. Agent roles help organ
 | --- | --- | --- |
 | Nora | Read published organization Wiki pages; trace exact versions and sources; synthesize supported answers | Requires organization membership. Search results are not public data. This plugin does not author/publish pages, approve processes or notify colleagues. |
 | Editor | Prepare authorized UPR inputs; inspect preflight; import, trial-calculate and read back a process | Import uploads/creates remote resources. Trial calculation writes results. Review submission can notify people and needs specific submission authorization. Workbook preparation is not a successful import. |
-| Dataset lookup | Search background process datasets, verify source coordinates and match inventory needs | Read-only matching, constrained by data rights. Not a calculation engine, model editor, bulk database downloader or permission to upload an entire workbook. A dataset identity match does not prove representativeness. |
+| Environmental Data | Search background process datasets, verify source coordinates and match inventory needs | Read-only matching, constrained by data rights. Not a calculation engine, model editor, bulk database downloader or permission to upload an entire workbook. A dataset identity match does not prove representativeness. |
 | JiMU | Inspect products/cases; prepare inventory; authorized edits, background binding and calculations | Requires intended product/space/case and controlled member credential. UUID-based local binding has a separately prepared optional bridge; ordinary name-based binding does not justify downloading it. No certification claim. |
 | openLCA prerelease | Prepare a study, operate an authorized native model and explain actual calculations | Requires user's openLCA installation, workspace, data licenses and CLI entitlement. Database import/restore/replacement, entity edits, service start and calculations have real effects. No automatic database preparation. Structural checks are not professional quality acceptance. |
 | EPD demo prerelease | Clarify engagement and material roles; execute a separately authorized demo review; explain actual findings and reports | Demo-only, formal promotion on hold. Requires matching sidecars, separately locked Docling, intended login/entitlement, delegation and model-cost consent. Review creation/copying materials and execution are not read-only checks. Reports are not certificates. |

diff --git a/docs/COMPATIBILITY.md b/docs/COMPATIBILITY.md
@@ -6,7 +6,7 @@
 | --- | --- | --- | --- | --- | --- |
 | Nora | Yes | Yes | Yes | Yes | Yes |
 | HiQ Editor | Yes | Yes | Yes | Yes | Yes |
-| Dataset lookup | Yes | Yes | Yes | Yes | Yes |
+| Environmental Data | Yes | Yes | Yes | Yes | Yes |
 | JiMU | Yes | No | No | No | No |
 | openLCA modeling — prerelease | Yes | No | No | Yes | Yes |
 | EPD review — demo prerelease | Yes | No | No | Yes | Yes |

diff --git a/docs/INSTALLATION.md b/docs/INSTALLATION.md
@@ -36,7 +36,7 @@ For manual preparation:
 5. Check version and help using that exact release. The expert archives use supply wrapper `0.1.0`, but their executables report prerelease versions. A plugin version, archive directory name or successful download does not prove runtime readiness.
 6. If using a release-owned operating skill in another host, use that CLI's documented skill installation mechanism. Do not overwrite an existing customized skill, register all hosts or change global permissions without authorization.
 
-Publisher entry points are available for [Editor](https://download.hiq.earth/cli/hiq-editor/install.md), [Nora](https://download.hiq.earth/cli/cortex-org-wiki/install.sh) and [JiMU](https://download.hiq.earth/cli/jimu-lca/install.sh). Inspect the instructions and platform/version before running an installer. A script link is not a recommendation to pipe an uninspected response into a shell. For dataset lookup and both expert previews, use the pinned archives; do not infer a current installer URL from the CLI name.
+Publisher entry points are available for [Editor](https://download.hiq.earth/cli/hiq-editor/install.md), [Nora](https://download.hiq.earth/cli/cortex-org-wiki/install.sh) and [JiMU](https://download.hiq.earth/cli/jimu-lca/install.sh). Inspect the instructions and platform/version before running an installer. A script link is not a recommendation to pipe an uninspected response into a shell. For Environmental Data and both expert previews, use the pinned archives; do not infer a current installer URL from the CLI name.
 
 The proposed newer EPD `experts/cortex-epd/latest.json` and `install.sh` endpoints returned HTTP 403 during verification on 2026-11-04. They are not usable public installation paths in this guide. The catalog's older candidate archives are separate, accessible artifacts; they are not a release of dev.21.
 
@@ -48,7 +48,7 @@ Run the relevant discovery command only after trusting and preparing the release
 | --- | --- | --- |
 | Nora | `cortex-org-wiki --version`, `--help` | CLI device login and intended organization membership; published Wiki pages only |
 | Editor | `hiq-editor version --json`, `--help` | CLI login, correct account/organization/datasource and business permissions |
-| Dataset lookup | `querying-lca-datasets version`, `--help` | CLI device/QR login or controlled API-key configuration; dataset access depends on entitlements |
+| Environmental Data | `querying-lca-datasets version`, `--help` | CLI device/QR login or controlled API-key configuration; dataset access depends on entitlements |
 | JiMU | `jimu-lca --version`, `--help` | macOS arm64; user's controlled member-key configuration; this archive does not include the addon required by native login |
 | openLCA modeling | `cortex-lca-expert version`, `--help`, `status --offline` | Official openLCA installation, selected workspace/database, CLI device login and `lca-modeling-expert` entitlement; ordinary modeling does not require Pi/model login |
 | EPD demo | `cortex-epd version -f json`, `--help`, `doctor --offline -f json` | Matching candidate's full sidecars, separately installed locked Docling 2.140.0-1 (approximately 0.8–0.9 GB download), CLI device login and `epd-audit` entitlement for reviews |

diff --git a/docs/SPREADSHEETS.md b/docs/SPREADSHEETS.md
@@ -5,7 +5,7 @@ The plugins here expose business capabilities, not a general Office suite. A plu
 ## When needed
 
 - **Editor:** use spreadsheet tooling to inspect or prepare an authorized UPR workbook. The Editor CLI's preflight/import and backend receipts remain authoritative for business validation; spreadsheet recalculation is not an Editor import or trial calculation.
-- **Dataset lookup/matching:** use spreadsheet tooling only when the source or requested deliverable is a workbook. Preserve row identity, units and unresolved items. The CLI accepts its documented query inputs; a general workbook is not automatically a supported upload.
+- **Environmental Data:** use spreadsheet tooling only when the source or requested deliverable is a workbook. Preserve row identity, units and unresolved items. The CLI accepts its documented query inputs; a general workbook is not automatically a supported upload.
 - **Nora:** ordinary search and page reading do not require Excel. A requested workbook export may require a separate spreadsheet capability.
 - **JiMU:** ordinary CLI inventory queries do not require Excel. For workbook inputs or outputs use a separate spreadsheet capability; do not infer that editing a workbook changes a JiMU case.
 - **openLCA prerelease:** inventory workbook inspection or preparation can need spreadsheet tooling. An edited workbook is not an imported native model; authorize and verify any subsequent import or model edit separately.

diff --git a/marketplace.json b/marketplace.json
@@ -1,5 +1,5 @@
 {
-  "version": "1.1.0",
+  "version": "1.1.1",
   "updated_at": "2026-11-04",
   "categories": [
     {
@@ -165,10 +165,10 @@
     {
       "id": "querying-lca-datasets-expert",
       "type": "plugin",
-      "name": "Querying LCA Datasets",
-      "description": "使用自包含 CLI 检索 LCA 过程数据集，将物料、能源、运输/处理服务等清单需求进行匹配，保留来源坐标并复核时间、地域、技术代表性与参考产品/单位一致性；不修改模型或执行 EPD 审核。",
-      "description_en": "Query LCA process datasets and match material, energy, transport and treatment inventory requirements through the self-contained CLI. Preserve provenance and review temporal, geographical and technological representativeness and reference product/unit consistency; no model edits or EPD audit.",
-      "version": "0.5.1",
+      "name": "Environmental Data",
+      "description": "Environmental Data：跨已发布数据库检索与匹配环境过程数据，保留来源、版本、系统模型、单位及适用性证据；可访问数据取决于来源和账户权益。",
+      "description_en": "Environmental Data: search and match environmental process data across published database sources, preserving source, version, system model, units and applicability evidence. Access depends on source and account entitlements.",
+      "version": "0.5.2",
       "author": "HiQ",
       "category": "lca",
       "tags": [

diff --git a/plugins/querying-lca-datasets-expert/.claude-plugin/plugin.json b/plugins/querying-lca-datasets-expert/.claude-plugin/plugin.json
@@ -1,10 +1,11 @@
 {
   "name": "querying-lca-datasets-expert",
-  "version": "0.5.1",
-  "description": "Query LCA process datasets and match inventory requirements using the self-contained querying-lca-datasets CLI, with provenance and representativeness review.",
+  "version": "0.5.2",
+  "description": "Environmental Data: search and match environmental process data across published database sources, preserving source, version, system model, units and applicability evidence. Access depends on source and account entitlements.",
   "repository": "https://github.com/HiQ-AI/plugins",
   "license": "MIT",
   "author": {
     "name": "HiQ"
-  }
+  },
+  "displayName": "Environmental Data"
 }
diff --git a/plugins/querying-lca-datasets-expert/README.md b/plugins/querying-lca-datasets-expert/README.md
@@ -1,10 +1,18 @@
-# LCA dataset lookup & matching
+# Environmental Data
 
-For LCA practitioners selecting background process datasets for materials, energy, transport, treatment and other inventory requirements.
+Search and match environmental process data across published database sources, with traceable provenance and explicit applicability limits.
+
+For practitioners selecting data for environmental assessments, life-cycle inventories and product carbon-footprint studies. The current workflow covers LCA background process datasets for materials, energy, transport, treatment and other inventory requirements; it is not a promise that every environmental database or data type is connected.
 
 ## What it does
 
-Search datasets, inspect source/version/model and reference units, verify identifiers and propose justified matches or unresolved needs while preserving input-row identity.
+Search published sources, inspect source/version/system-model coordinates and reference units, verify identifiers and propose justified matches or unresolved needs while preserving input-row identity. Retain geography, time and technology evidence rather than treating a search hit as a suitable factor.
+
+## Published sources and current scope
+
+The backing service's public directory currently advertises sources including HiQLCD, Ecoinvent, CALCD, CarbonMinds, Agri-footprint, EF, AusLCI, BAFU, ELCD, USLCI and Worldsteel. See the [dated source inventory](SOURCES.md) for the full observed list, versions, system models and coverage limits, and follow its live directory link for current metadata.
+
+Catalog visibility is not access to numerical data. Commercial-source values require the relevant account entitlements; a service “free” flag does not grant redistribution rights. LCIA coverage varies: the listed Agri-footprint and Recycled Plastics versions do not advertise LCIA results. A new product name does not connect additional databases; unlisted sources are not claimed as supported.
 
 ## Install the plugin
 
@@ -22,7 +30,8 @@ This loads instructions and agent roles, not a CLI, credentials or business data
 
 ## Native CLI and requirements
 
-- Plugin version: **0.5.1**.
+- Public product name: **Environmental Data**. The install ID remains `querying-lca-datasets-expert` so existing installations and upgrades keep their identity.
+- Plugin version: **0.5.2** (branding and documentation update).
 - CLI executable: `querying-lca-datasets`. CLI version: **0.5.1**.
 - Catalog platforms: `darwin-arm64, darwin-x64, linux-arm64, linux-x64, win32-x64`. Missing platforms are unsupported by this catalog.
 - Exact archive URLs, SHA256 and executable/skill paths: [release catalog](https://github.com/HiQ-AI/plugins/blob/main/marketplace.json).