CHANGELOG.md

Changelog

All notable changes to the Imaging Data Commons Skill are documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[1.8.2] - 2026-08-12

Added

• SYNC.md: how registries should vendor the skill. Bundle unchanged

[1.8.1] - 2026-08-10

Conformance pass from review of the downstream sync in K-Dense-AI/scientific-agent-skills#158: each item was a local edit a registry had to make to the vendored copy, so fixing it here keeps the next sync a straight file copy.

Fixed

• SKILL.md frontmatter indents metadata two spaces, not four. Four is valid YAML, but registry validators that read frontmatter line by line see only two-space nesting and report metadata.version as missing. Pinned by tests/test_structure.py

Changed

• No hardcoded installer commands in the bundle: SKILL.md and the guides name the package needed and point at scripts/check_version.py instead of printing pip install …, which targets whichever interpreter pip resolves to, drops the pinned version, and collides with environments standardized on another installer. Guarded by tests/test_structure.py
• check_version.py prefers uv when on PATH, with --python so it targets the interpreter that failed to import idc_index rather than the active environment. Neither form overrides PEP 668

Added

• tests/test_check_version.py: offline, standard-library-only contract for the bundled script — version parsing, install-command construction, exit codes, best-effort network notices, and guards that it never shells out to an installer or bypasses PEP 668. Runs with nothing installed, so a registry that requires a suite for any skill shipping scripts/ can use it as-is; the duplicated cases left tests/test_snippets.py
• scripts/** to the test-snippets.yml path filters — a change to the bundled script did not trigger CI

[1.8.0] - 2026-08-10

Added

• references/rest_api_guide.md — IDC's hosted REST API at https://api.imaging.datacommons.cancer.gov/v3 (no authentication): query surfaces, endpoint reference, terms / ranges filter syntax, SQL guardrails, clinical tables, manifests, licenses, citations. Verified endpoint by endpoint against API 3.0.0b3 / IDC v24

• One filter body shape on every filtered endpoint — the filter object goes under filters. Misuse is refused rather than ignored (422 for a bare filter or unknown key, 400 for an unfiltered manifest), and responses echo filters_applied and warnings, so a zero count with no warnings means the filter matched nothing (IDC-REST-MCP#44)

• Measured request limits: /sql 5000 / 10000 rows and a 30 s timeout, cohort/manifest page_size 100 / 5000, manifest.txt 100000 series, clinical rows 5000 / 100000, attribute values 100 / 10000. No rate limit or quota

• How to check the API against a local idc-index via idc_index_data_version, and how to read a mismatch: the major is the IDC data release (24.x.y serves v24), so a differing major means different series, while a differing minor or patch is an index build of the same release

• Workaround for a major mismatch: idc-index silently skips manifest rows its own index does not list, so upgrade it or transfer directly from the bucket with s5cmd --no-sign-request. Also summarized in SKILL.md, since the failure is silent

• "Use v3 only" guidance in SKILL.md and the guide: V1 and V2 are superseded and scheduled for shutdown, so V1/V2 examples should be ported rather than extended

• REST API entries in SKILL.md (Data Access Options, Quick Navigation, Tool Selection Guide, network access) and USAGE.md (setup section, allowed domains, guide listings)

• tests/test_rest_api.py: contract tests for the guide's endpoints, attributes, limits, and filter contract, checked against the live API and skipping when unreachable. IDC_API_BASE points them at a staging deployment. Added to test-snippets.yml

• references/licensing_and_citation.md — license semantics (CC BY vs CC BY-NC shares, custom terms, the most-restrictive-term rule for mixed cohorts) and citation generation. Written access-path-neutral: idc-index, POST /v3/licenses / POST /v3/citations, and the get_licenses / get_citations MCP tools side by side, since neither task is tied to Python

• tests/test_structure.py — file-only contract tests, added to test-snippets.yml ahead of the slower suites: a 500-line budget for SKILL.md, resolution of every guide it names, no orphan guides in references/, and assertions pinning the always-loaded content listed below. No network or idc-index install needed

Changed

• Access-path selection is task-based rather than one fixed default. With no MCP server and no idc-index installed, read-only metadata (counts, attribute values, SQL under 10000 rows, licenses, citations, viewer URLs) goes to the REST API instead of paying a ~77 MB install; idc-index remains the path for downloads, pandas, pixel data, and larger results, and the only one that moves image bytes. SKILL.md opens with that four-branch gate, and its frontmatter description no longer names idc-index
• SKILL.md and the troubleshooting entries defer to scripts/check_version.py for install and upgrade commands rather than printing a bare pip install, which could target a different interpreter than the one running and ignores the pinned version
• Positioned direct Parquet access after the REST API: it still needs pip install duckdb and does not publish the per-collection clinical tables, so it is for version pinning and results past the REST row cap
• Reduced SKILL.md from 722 to under 500 lines, holding the budget in CI rather than leaving it to downstream registries to re-split after every sync. Content moved into the topical guide that already owns each subject rather than into a new catch-all file:
  • Discovery and SQL examples (overall-scale query, per-collection breakdown, collections_index / analysis_results_index queries) → references/sql_patterns.md
  • Full index-table inventory with row granularity → references/index_tables_guide.md, which also gained the "which table contains column X" search pattern; SKILL.md keeps a five-row table-family map
  • Python dirTemplate= examples and the default template → references/cli_guide.md
  • License and citation detail → references/licensing_and_citation.md
  • Clinical-access snippet and BigQuery use-case list condensed to pointers; the "Common SQL Query Patterns" section removed as a duplicate of its Quick Navigation entry
  • The Tool Selection Guide table merged into Data Access Options, which gained a Reference column — the two listed the same access paths
• Corrected the Data Access Options table: DICOMweb split into its proxy (no auth, quota) and Google Healthcare (GCP auth) routes; BigQuery moved last and marked a last resort; the IDC Portal pulled out of the table as the one interactive-only option
• Kept inline, and now pinned there by tests/test_structure.py, the guidance that corrects what a model gets confidently wrong from its own priors — a reference file only helps when the agent already knows to look: the opposite argument order of download_from_selection and download_dicom_series, the "filter kwargs, NOT a DataFrame" warning, enumerate-values-before-filtering, the CC BY-NC license class, and routing "what's new in vX" to series_init_idc_version rather than prior_versions_index
• test_endpoint_url_is_consistent_across_docs now allows /v3 REST paths alongside the MCP URL, still rejecting a bare host or a stale /v1, /v2 path

Notes

This is a rewrite, not a byte-for-byte relocation. Of 116 executable lines in the previous SKILL.md, 104 appear verbatim elsewhere in the bundle; the other 12 are mostly re-wrapping. Three deliberate removals: a results.iterrows() printing demo, the SQL form of clinical-table discovery (clinical_data_guide.md covers it via the DataFrame API), and a duplicate cohort/counts curl already in rest_api_guide.md.

A text diff is the weaker check regardless — what a split changes is which content is in context at decision time. tests/test_snippets.py executes the queries: 97 passed against IDC v24.

[1.7.1] - 2026-08-01

Changed

• Trimmed SKILL.md from 791 to 684 lines by relocating content to reference guides rather than deleting it, resuming the Phase 2 reduction that the 1.7.0 MCP section had reversed:
  • Moved the three "what's new in IDC vX" queries to references/sql_patterns.md under a new "Version Tracking" section; SKILL.md keeps the guidance that matters (use series_init_idc_version / series_revised_idc_version, never prior_versions_index) as a pointer
  • Dropped the second filter-value-discovery query from "Querying Metadata with SQL", which duplicated the BodyPartExamined pattern already in sql_patterns.md, and the flat-dirTemplate and source_bucket_location="gcs" download variants, both now described in prose next to the canonical example
  • Removed the repeated from idc_index import IDCClient / client = IDCClient() preamble from six examples, stating once in the Overview that examples assume it — matching how sql_patterns.md is already written
  • Condensed the DICOMweb endpoint table, the citations_from_selection parameter list, and the downloaded-file-naming notes into prose; the full endpoint details remain in references/dicomweb_guide.md
  • Deduplicated the two references/bigquery_guide.md pointers in "Advanced Queries with BigQuery"

[1.7.0] - 2026-07-31

Added

• "IDC MCP Server" section in SKILL.md and references/mcp_guide.md, covering IDC's hosted MCP server at https://api.imaging.datacommons.cancer.gov/mcp (streamable HTTP, no authentication): how to recognize it, how to divide work between it and idc-index, and how to hand off SeriesInstanceUIDs for download
• Guidance to identify the server by its idc://guide MCP resource or a fingerprint of three or more IDC-specific tool names, and to fall back to idc-index whenever identification is ambiguous — generic tool names such as run_sql are explicitly not treated as evidence
• "IDC MCP Server (Optional)" section in USAGE.md with the endpoint, when adding it is worthwhile, and a Claude Code registration example
• tests/test_mcp_server.py: contract tests that parse the documented tool fingerprint and inventory out of SKILL.md / references/mcp_guide.md and check them against the live server, so the docs cannot drift silently as the beta server evolves; network tests skip rather than fail when the server is unreachable, and the offline checks guard URL consistency and keep generic tool names out of the fingerprint
• USAGE.md to the test-snippets.yml path filter, since the new tests read it
• Snippet test coverage for references/use_cases.md, references/digital_pathology_guide.md, and references/parquet_access_guide.md, which had none: 31 tests covering the use-case selection queries, every slide microscopy / annotation / segmentation query in the pathology guide, and the DuckDB-over-HTTPS Parquet queries. The pathology tests assert the TCGA-BRCA slide counts quoted inline in that guide (2704 primary / 399 normal, barcode sample types 01/06/11), so a data release that moves them fails CI instead of silently making the prose wrong
• TestParquetAccessGuide checks that every Parquet file listed in the guide exists under current/ and that current/ resolves to the installed idc-index-data release

Changed

• Moved the MCP-vs-idc-index routing decision into the SKILL.md Overview, next to "Primary tool", so a session that already has the MCP server can skip the idc-index setup instead of discovering the alternative only after running it; idc-index remains the primary, always-available path and the version-check step is unconditional again
• scripts/check_version.py no longer installs anything: when idc-index is missing or below the pinned minimum it prints the pip install command for the running interpreter and exits non-zero, leaving the choice of environment to the user. SKILL.md documents the new behavior
• Updated to idc-index 0.12.5 (idc-index-data 24.2.2); IDC data version remains v24. 0.12.5 relaxes the dependency to pandas>=2.2.2,<4, so installing the skill's pinned minimum no longer downgrades a pandas 3.x environment (verified: 0.12.5 installs alongside pandas 3.0.5)
• Refreshed the stale Tested with: headers in references/: use_cases.md, clinical_data_guide.md, and digital_pathology_guide.md claimed idc-index 0.12.1, and parquet_access_guide.md claimed idc-index-data 23.10.1. All snippets were re-run against idc-index 0.12.5 / idc-index-data 24.2.2 before the headers were updated. bigquery_guide.md now names the BigQuery dataset it was validated against (bigquery-public-data.idc_current, via bq query --dry_run) rather than an idc-index version its SQL does not use
• Repository renamed from idc-claude-skill to imaging-data-commons-skill on GitHub to reflect that the skill is not specific to Claude
• Made README.md, USAGE.md, CHANGELOG.md, the issue template, and test docstrings vendor-neutral: the skill is described as an Agent Skills–format skill usable with any compatible AI assistant; Claude-specific setup instructions remain as one supported environment
• Promoted the npx skills add cross-agent installation to the top of USAGE.md; renamed "Claude API Setup" to "API Setup"

Security

• Removed the pip3 install --upgrade --break-system-packages call from scripts/check_version.py. It bypassed the PEP 668 guard on externally managed interpreters, and — combined with the pandas<=2.2.4 cap in idc-index ≤ 0.12.4 — could silently downgrade a system-wide pandas 3.x as a side effect of a version check. It also invoked whatever pip3 resolved to on PATH, which is not necessarily the running interpreter's pip, so an install could land in a different environment than the one that failed to import idc_index. Reported in review of K-Dense-AI/scientific-agent-skills#158

Fixed

• parse_version in scripts/check_version.py no longer raises on pre-release or suffixed tags (0.13.0rc1, v1.7.0-beta); it takes the leading digits of each component and pads to three, so an upstream pre-release cannot crash the startup check. Pre-releases compare equal to their base release, keeping update notices conservative

[1.6.5] - 2026-06-17

Added

• scripts/check_version.py (run first): installs the pinned author-vetted idc-index minimum, then prints best-effort, notify-only notices when a newer idc-index (PyPI) or skill release (GitHub) is available — never auto-installs newer releases, silently skipped offline
• "Keeping the Skill Up to Date" section in USAGE.md (release notifications, per-surface update steps, fresh-conversation reminder); linked from README

Changed

• Replaced the inline startup version-check in SKILL.md with a prominent pointer to scripts/check_version.py, keeping the code out of the model's context
• Renamed repository references idc-claude-skill → imaging-data-commons-skill across SKILL.md, README.md, USAGE.md
• Pointed tests/test_snippets.py at the new script and added a guard that its MIN_VERSION/SKILL_VERSION match the SKILL.md frontmatter

Fixed

• Standardized the required idc-index on 0.12.3 (was 0.12.2 in the version-check vs 0.12.3 in frontmatter) and switched to numeric, not string, version comparison

[1.6.4] - 2026-05-22

Changed

• Added version tracking guidance: "what's new in vX" workflow using series_init_idc_version/series_revised_idc_version in index; clarified prior_versions_index is for reproducibility only (zero overlap with index, column names differ from main index version columns)
• Collapsed five SeriesInstanceUID join rows into a single universal-key statement; table now covers only non-obvious join columns
• Removed Installation and Setup section (duplicated the CRITICAL version-check block); folded optional deps into ModuleNotFoundError Troubleshooting entry
• Trimmed "Command-Line Download" inline section from ~60 lines to 5; full CLI coverage (download-from-manifest, download-from-selection, all options) remains in references/cli_guide.md

[1.6.3] - 2026-05-09

Added

• ct_index, mr_index, pt_index tables (idc-index 0.12.3 / idc-index-data 24.2.0): modality-specific acquisition and reconstruction parameter indices, one row per series, all joining on SeriesInstanceUID
  • ct_index (21 columns): pixel spacing, slice thickness, kVp, convolution kernel, tube current min/max (dose-modulated), exposure, spiral pitch, scan options
  • mr_index (22 columns): field strength, scanning sequence, TE (array for multi-echo), TR, flip angle, DiffusionBValue (array for DWI), pixel bandwidth, receive coil, number of temporal positions
  • pt_index (21 columns): radionuclide, injected dose, reconstruction method, decay/scatter/attenuation correction, frame duration (array for dynamic PET), number of time slices
• SQL query patterns for all three new tables in references/sql_patterns.md
• Join column entries for ct_index, mr_index, pt_index in references/index_tables_guide.md and SKILL.md
• Parquet file entries for ct_index.parquet, mr_index.parquet, pt_index.parquet in references/parquet_access_guide.md

Changed

• Added concrete indices_overview code example showing how to search for a column across all tables and read column schemas without fetching the table; directly addresses the failure mode where agents query index for modality-specific parameters (SliceThickness, KVP, etc.) instead of using ct_index/mr_index/pt_index
• Added troubleshooting entry "Column not found in index table" with a working indices_overview search snippet and join example, covering common acquisition/reconstruction parameters that live in the modality-specific index tables
• Updated idc-index reference to 0.12.3
• Clarified download_from_selection API: added explicit warning that it takes filter keyword arguments (not a DataFrame), comparison table vs download_dicom_series (which has a different first-argument order), and restructured the download example as a step-by-step query → extract UIDs → pass list flow
• Documented download_dicom_series as an alternative download method with its own signature (seriesInstanceUID as first arg, then downloadDir)
• Reduced redundancy and duplication in SKILL.md for cleaner reading

[1.6.2] - 2026-05-08

Changed

• Moved version_metadata_index to second position in Available Tables (right after index) to surface it alongside the primary index
• Moved prior_versions_index to last position in Available Tables; updated description to clarify it contains only removed/superseded series and should not be queried for current data
• Added explicit Best Practices rule prohibiting web search for IDC data content questions; idc-index DuckDB queries are always authoritative — web sources are stale
• Removed "Loaded" column from Available Tables and replaced with an unconditional rule: always call client.fetch_index("table_name") before querying any table; fetch_index() is idempotent for all tables including auto-loaded ones, so no exceptions are needed

[1.6.1] - 2026-05-08

Added

• series_init_idc_version and series_revised_idc_version columns in primary index table (idc-index-data 24.1.0): expose the IDC version when each series was first added and last revised, enabling version-aware filtering
• version_metadata_index table: maps each IDC version number to its release timestamp; requires client.fetch_index("version_metadata_index")
• Tests for new index columns and version_metadata_index (61 total, up from 55)

Changed

• Updated to idc-index 0.12.2 (idc-index-data 24.1.0); IDC data version remains v24
• analysis_results_index column renames (idc-index-data 24.1.0): Updated → updated, Description → description

[1.6.0] - 2026-05-07

Added

• tests/test_bq_snippets.py: BigQuery snippet validation using bq query --dry_run — 33 tests covering all SQL examples in references/bigquery_guide.md (dicom_all, original_collections_metadata, segmentations, quantitative_measurements, qualitative_measurements, private elements, and clinical tables); skips automatically when bq CLI is unavailable or unauthenticated

Security

• Fixed auto-upgrade subprocess call to pin idc-index to REQUIRED_VERSION (was "idc-index", now f"idc-index=={REQUIRED_VERSION}"), ensuring the installed version always matches the tested version declared in the frontmatter
• Added network access transparency note to Overview documenting expected external endpoints (GCS, S3, BigQuery, DICOMweb proxy, Google Healthcare API) and clarifying that no credentials or environment variables are accessed by the skill
• Added tested-with version comment to optional dependency install block (pandas>=1.5, numpy>=1.23, pydicom>=2.3)

Changed

• Updated frontmatter description to be directive about skill triggering: now explicitly instructs invocation for IDC-related queries even without the word "IDC" in the prompt
• Extracted "Batch Processing and Filtering" (section 6) from SKILL.md to references/use_cases.md (Use Case 5); replaced inline code block with a 2-sentence summary and pointer
• Extracted "Integration with Analysis Pipelines" (section 9) from SKILL.md to references/use_cases.md (Use Case 6); replaced inline pydicom/SimpleITK code blocks with a 2-sentence summary and pointer
• SKILL.md reduced from 865 → 775 lines (−90 lines); references/use_cases.md expanded from 187 → 278 lines
• Updated to idc-index 0.12.1 (idc-index-data 24.0.4, IDC data version v24)
• IDC v24 adds 15 new collections (161 → 176), ~39K new series, ~4 TB new data (99.27 TB total, 85,682 cases)
• Updated collections_index column names to snake_case (idc-index-data 24.0.0 breaking change): CancerTypes → cancer_types, TumorLocations → tumor_locations, Subjects → subjects, Species → species, Sources → sources, SupportingData → supporting_data, Program → program_id
• Updated analysis_results_index column names to snake_case (idc-index-data 24.0.4 breaking change): Subjects → subjects, Collections → collections, Modalities → modalities

[1.5.0] - 2026-04-08

Added

• volume_geometry_index table documentation: 3D geometry validation for single-frame CT, MR, and PT series; boolean checks (orientation, spacing, dimensions, slice positions) and composite regularly_spaced_3d_volume flag; join via SeriesInstanceUID
• rtstruct_index table documentation: RT Structure Set metadata (total ROIs, ROI names, generation algorithms, interpreted types, referenced image series UID); join via SeriesInstanceUID
• New reference guide references/parquet_access_guide.md: direct DuckDB queries against public GCS Parquet files without installing idc-index; URL pattern, available files, and query examples for main index, volume_geometry_index, and rtstruct_index
• SQL patterns for volume_geometry_index and rtstruct_index in references/sql_patterns.md
• Detailed documentation for BigQuery-only derived tables in references/bigquery_guide.md:
  • segmentations: per-segment anatomy with full schema, column descriptions, and queries for discovering structures, filtering by coded concept, and linking to SR measurements; note on gap vs seg_index in idc-index
  • quantitative_measurements: radiomics and clinical numeric measurements from DICOM SR TID1500 (volume, diameter, shape descriptors, texture, intensity statistics); full schema with column descriptions and query examples
  • qualitative_measurements: coded assessments from DICOM SR TID1500 (malignancy rating, calcification, texture, margin); full schema with column descriptions and query examples
  • measurement_groups: parent grouping table for SR measurements
  • Combined example joining all three derived tables for LIDC-IDRI nodule analysis (malignancy + volume + diameter)
• SKILL.md section 7 now explicitly lists per-segment anatomy search, quantitative SR measurements, and qualitative SR measurements as BigQuery-only use cases with no idc-index equivalent

Changed

• Updated to idc-index 0.11.14 (idc-index-data 23.10.1)
• Added SOPClassUID and TransferSyntaxUID columns to Key Columns Reference in references/index_tables_guide.md
• Added Direct Parquet Access entry to Data Access Options table and pointer in SKILL.md
• Added parquet_access_guide.md to Quick Navigation table in SKILL.md

[1.4.0] - 2026-03-04

Added

• New "Identifying Tumor vs Normal Slides" section in digital pathology guide with two approaches:
  • Structured DICOM tissue type via primaryAnatomicStructureModifier_CodeMeaning (works across all SM collections)
  • TCGA barcode parsing via ContainerIdentifier (TCGA collections only, catches metastatic edge cases)
• TCGA-BRCA worked examples showing tumor vs normal slide counts
• Documentation references to GDC TCGA barcode format and sample type codes
• Specimen preparation query examples: filtering by staining (H&E), embedding medium (FFPE vs frozen), and fixative, with note about array column syntax (array_to_string, list_contains)
• "Finding Pre-Computed Analysis Results" section: discovering derived datasets (nuclei segmentations, TIL maps) via analysis_results_index, with example joining annotations back to source slides
• Note about per-annotation measurements in DICOM ANN objects (extractable via highdicom after download), with link to microscopy_dicom_ann_intro tutorial

Changed

• Updated to idc-index 0.11.10 (adds ContainerIdentifier column to sm_index)
• Updated sm_index table description to reflect newly available columns (container/slide ID, tissue type, anatomic structure, diagnosis)

[1.3.1] - 2026-02-11

Added

• Automatic idc-index package version check with upgrade prompt before any queries
• Version check compares installed version against metadata.idc-index in frontmatter and triggers pip install --upgrade when outdated

Fixed

• Prevents "table not found" errors when using newer index tables (e.g., contrast_index) with older idc-index versions

[1.3.0] - 2026-02-10

Added

• Digital pathology reference guide (references/digital_pathology_guide.md) with SM, ANN, and SEG query patterns, join examples, and pathology tool recommendations
• seg_index coverage in digital pathology guide with cross-domain clarification (SEG used for both radiology and pathology) and query for finding pathology-specific segmentations
• AnnotationGroupLabel filtering examples for finding annotation groups by name
• SM + ANN cross-reference queries showing how to find annotations on slide microscopy images
• Index discovery guidance before BigQuery section to ensure all local indices are checked first
• Documentation for new ann_index and ann_group_index tables (Microscopy Bulk Simple Annotations)
• Example queries for annotation series and annotation group metadata
• Explanation of downloaded DICOM file naming convention (<crdc_instance_uuid>.dcm)
• New reference guides extracted from SKILL.md:
  • references/index_tables_guide.md - Table schemas, DataFrame access, join column reference
  • references/sql_patterns.md - Quick-reference SQL patterns for common queries
  • references/use_cases.md - End-to-end workflow examples
• Quick Navigation section in SKILL.md with decision triggers for when to load each reference
• idc-data-version field in frontmatter metadata
• Documentation for new contrast_index table (contrast bolus metadata for CT, MR, PT, XA, RF series)

Changed

• Updated to idc-index 0.11.9 (IDC data version v23)
• Reduced SKILL.md from 1,245 to 825 lines by extracting secondary content to reference files
• Core Capabilities sections remain inline to ensure correct API pattern usage
• Refactored detailed SM/ANN content from SKILL.md into references/digital_pathology_guide.md, keeping brief summaries with pointers in main skill
• Made IDC version (v23) more prominent in SKILL.md with verification guidance to prevent responses using older versions
• Clarified distinction between index_tables_guide.md (structure/access) and sql_patterns.md (query examples)

[1.2.0] - 2026-02-04

Added

• Clinical data reference guide for navigating tabular data accompanying images
• Detailed patterns for mapping coded values (option_code to option_description)
• Examples for joining clinical data with imaging data via dicom_patient_id
• Expanded BigQuery guide with comprehensive clinical data coverage (metadata tables, cross-collection queries)
• Private DICOM elements documentation in BigQuery guide covering vendor-specific tags (e.g., diffusion b-values)
• Query patterns for discovering, accessing, and filtering by private tags in the OtherElements column

[1.1.0] - 2026-02-02

Added

• CLI reference guide for idc-index command-line tools
• Cloud storage reference guide explaining bucket organization and direct access via s5cmd
• GitHub Actions workflow for syncing skill updates to claude-scientific-skills repository

Fixed

• Moved version field from top-level frontmatter to metadata section for compatibility
• Corrected s5cmd command-line syntax in cloud storage guide
• Clarified caveat about retracted data in DICOMweb guide

Changed

• Updated DICOMweb reference to explain differences between the two available endpoints

[1.0.0] - 2026-01-31

Added

• Core IDC data model documentation with index tables reference
• Query and download workflows using idc-index Python package
• BigQuery integration guide for advanced queries
• DICOMweb API guide for programmatic access
• Visualization integration with IDC Portal and OHIF viewer
• License checking and citation generation examples
• SQL query patterns for common use cases
• DICOM metadata guidance and best practices