feat: Add Claude Code agent skills for Feast by Sagargupta16 · Pull Request #6081 · feast-dev/feast
![devin-ai-integration[bot]](https://avatars.githubusercontent.com/in/811515?s=60&v=4){kind=small}
Add two agent skills following the anthropics/skills SKILL.md format: - feast-dev: Development guide for contributors covering setup, testing, linting, code style, project structure, and key abstractions - feast-feature-engineering: User-facing guide for building feature stores covering feature definitions, materialization, online/offline retrieval, on-demand transformations, and CLI reference Closes #5976 Signed-off-by: Sagar Gupta <sg85207@gmail.com>
…bility - Move from .claude/skills/ to skills/ for platform-agnostic placement - Add license, compatibility, and metadata fields per agentskills.io spec - Skills now work with Claude Code, OpenAI Codex, and any Agent Skills compatible tool Addresses feedback from @franciscojavierarceo regarding OpenAI compatibility. Signed-off-by: Sagar Gupta <sg85207@gmail.com>
Remove feast-feature-engineering skill to avoid overlap with #6007 which covers user-facing content more comprehensively. This PR now focuses exclusively on the developer/contributor workflow skill. Signed-off-by: Sagar Gupta <sg85207@gmail.com>
Address Devin Review findings: - Use make install-python-dependencies-dev instead of uv pip install - Remove nonexistent start-local-integration-tests target - Fix type-check command to cd sdk/python && python -m mypy feast - Add make test-python-unit-fast and make precommit-check targets Signed-off-by: Sagar Gupta <sg85207@gmail.com>
Address Devin Review finding: the example pytest commands referenced test_feature_store.py which doesn't exist. The actual file is test_unit_feature_store.py. Also use -k flag for test name filtering instead of :: class notation. Signed-off-by: Sagar Gupta <sg85207@gmail.com>
Signed-off-by: Sagar Gupta <sg85207@gmail.com>
Anarion-zuo pushed a commit to Anarion-zuo/feast that referenced this pull request
* feat: add Claude Code agent skills for Feast Add two agent skills following the anthropics/skills SKILL.md format: - feast-dev: Development guide for contributors covering setup, testing, linting, code style, project structure, and key abstractions - feast-feature-engineering: User-facing guide for building feature stores covering feature definitions, materialization, online/offline retrieval, on-demand transformations, and CLI reference Closes feast-dev#5976 Signed-off-by: Sagar Gupta <sg85207@gmail.com> * refactor: move skills to top-level dir, add Agent Skills spec compatibility - Move from .claude/skills/ to skills/ for platform-agnostic placement - Add license, compatibility, and metadata fields per agentskills.io spec - Skills now work with Claude Code, OpenAI Codex, and any Agent Skills compatible tool Addresses feedback from @franciscojavierarceo regarding OpenAI compatibility. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * refactor: scope to dev/contributor skill only Remove feast-feature-engineering skill to avoid overlap with feast-dev#6007 which covers user-facing content more comprehensively. This PR now focuses exclusively on the developer/contributor workflow skill. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: align commands with Makefile and CLAUDE.md Address Devin Review findings: - Use make install-python-dependencies-dev instead of uv pip install - Remove nonexistent start-local-integration-tests target - Fix type-check command to cd sdk/python && python -m mypy feast - Add make test-python-unit-fast and make precommit-check targets Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: correct test file path to test_unit_feature_store.py Address Devin Review finding: the example pytest commands referenced test_feature_store.py which doesn't exist. The actual file is test_unit_feature_store.py. Also use -k flag for test name filtering instead of :: class notation. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: correct CLI entry point path to cli/cli.py Signed-off-by: Sagar Gupta <sg85207@gmail.com> --------- Signed-off-by: Sagar Gupta <sg85207@gmail.com> Signed-off-by: aaronzuo <anarionzuo@outlook.com>
Shizoqua pushed a commit to Shizoqua/feast that referenced this pull request
* feat: add Claude Code agent skills for Feast Add two agent skills following the anthropics/skills SKILL.md format: - feast-dev: Development guide for contributors covering setup, testing, linting, code style, project structure, and key abstractions - feast-feature-engineering: User-facing guide for building feature stores covering feature definitions, materialization, online/offline retrieval, on-demand transformations, and CLI reference Closes feast-dev#5976 Signed-off-by: Sagar Gupta <sg85207@gmail.com> * refactor: move skills to top-level dir, add Agent Skills spec compatibility - Move from .claude/skills/ to skills/ for platform-agnostic placement - Add license, compatibility, and metadata fields per agentskills.io spec - Skills now work with Claude Code, OpenAI Codex, and any Agent Skills compatible tool Addresses feedback from @franciscojavierarceo regarding OpenAI compatibility. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * refactor: scope to dev/contributor skill only Remove feast-feature-engineering skill to avoid overlap with feast-dev#6007 which covers user-facing content more comprehensively. This PR now focuses exclusively on the developer/contributor workflow skill. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: align commands with Makefile and CLAUDE.md Address Devin Review findings: - Use make install-python-dependencies-dev instead of uv pip install - Remove nonexistent start-local-integration-tests target - Fix type-check command to cd sdk/python && python -m mypy feast - Add make test-python-unit-fast and make precommit-check targets Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: correct test file path to test_unit_feature_store.py Address Devin Review finding: the example pytest commands referenced test_feature_store.py which doesn't exist. The actual file is test_unit_feature_store.py. Also use -k flag for test name filtering instead of :: class notation. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: correct CLI entry point path to cli/cli.py Signed-off-by: Sagar Gupta <sg85207@gmail.com> --------- Signed-off-by: Sagar Gupta <sg85207@gmail.com> Signed-off-by: Shizoqua <hr.lanreshittu@gmail.com>
aniketpalu pushed a commit to aniketpalu/feast that referenced this pull request
* feat: add Claude Code agent skills for Feast Add two agent skills following the anthropics/skills SKILL.md format: - feast-dev: Development guide for contributors covering setup, testing, linting, code style, project structure, and key abstractions - feast-feature-engineering: User-facing guide for building feature stores covering feature definitions, materialization, online/offline retrieval, on-demand transformations, and CLI reference Closes feast-dev#5976 Signed-off-by: Sagar Gupta <sg85207@gmail.com> * refactor: move skills to top-level dir, add Agent Skills spec compatibility - Move from .claude/skills/ to skills/ for platform-agnostic placement - Add license, compatibility, and metadata fields per agentskills.io spec - Skills now work with Claude Code, OpenAI Codex, and any Agent Skills compatible tool Addresses feedback from @franciscojavierarceo regarding OpenAI compatibility. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * refactor: scope to dev/contributor skill only Remove feast-feature-engineering skill to avoid overlap with feast-dev#6007 which covers user-facing content more comprehensively. This PR now focuses exclusively on the developer/contributor workflow skill. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: align commands with Makefile and CLAUDE.md Address Devin Review findings: - Use make install-python-dependencies-dev instead of uv pip install - Remove nonexistent start-local-integration-tests target - Fix type-check command to cd sdk/python && python -m mypy feast - Add make test-python-unit-fast and make precommit-check targets Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: correct test file path to test_unit_feature_store.py Address Devin Review finding: the example pytest commands referenced test_feature_store.py which doesn't exist. The actual file is test_unit_feature_store.py. Also use -k flag for test name filtering instead of :: class notation. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: correct CLI entry point path to cli/cli.py Signed-off-by: Sagar Gupta <sg85207@gmail.com> --------- Signed-off-by: Sagar Gupta <sg85207@gmail.com> Signed-off-by: Aniket Paluskar <apaluska@redhat.com>
yuan1j pushed a commit to yuan1j/feast that referenced this pull request
* feat: add Claude Code agent skills for Feast Add two agent skills following the anthropics/skills SKILL.md format: - feast-dev: Development guide for contributors covering setup, testing, linting, code style, project structure, and key abstractions - feast-feature-engineering: User-facing guide for building feature stores covering feature definitions, materialization, online/offline retrieval, on-demand transformations, and CLI reference Closes feast-dev#5976 Signed-off-by: Sagar Gupta <sg85207@gmail.com> * refactor: move skills to top-level dir, add Agent Skills spec compatibility - Move from .claude/skills/ to skills/ for platform-agnostic placement - Add license, compatibility, and metadata fields per agentskills.io spec - Skills now work with Claude Code, OpenAI Codex, and any Agent Skills compatible tool Addresses feedback from @franciscojavierarceo regarding OpenAI compatibility. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * refactor: scope to dev/contributor skill only Remove feast-feature-engineering skill to avoid overlap with feast-dev#6007 which covers user-facing content more comprehensively. This PR now focuses exclusively on the developer/contributor workflow skill. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: align commands with Makefile and CLAUDE.md Address Devin Review findings: - Use make install-python-dependencies-dev instead of uv pip install - Remove nonexistent start-local-integration-tests target - Fix type-check command to cd sdk/python && python -m mypy feast - Add make test-python-unit-fast and make precommit-check targets Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: correct test file path to test_unit_feature_store.py Address Devin Review finding: the example pytest commands referenced test_feature_store.py which doesn't exist. The actual file is test_unit_feature_store.py. Also use -k flag for test name filtering instead of :: class notation. Signed-off-by: Sagar Gupta <sg85207@gmail.com> * fix: correct CLI entry point path to cli/cli.py Signed-off-by: Sagar Gupta <sg85207@gmail.com> --------- Signed-off-by: Sagar Gupta <sg85207@gmail.com> Signed-off-by: yuanjun220 <1069645408@qq.com>
franciscojavierarceo pushed a commit that referenced this pull request
# [0.61.0](v0.60.0...v0.61.0) (2026-04-07) ### Bug Fixes * Add grpcio dependency group to transformation server Dockerfile ([2c2150a](2c2150a)) * Add https readiness check for rest-registry tests ([ea85e63](ea85e63)) * Add website build check for PRs and fix blog frontmatter YAML error ([#6079](#6079)) ([30a3a43](30a3a43)) * Added missing jackc/pgx/v5 entries ([94ad0e7](94ad0e7)) * Added MLflow metric charts across feature selection ([#6080](#6080)) ([a403361](a403361)) * Check duplicate names for feature view across types ([#5999](#5999)) ([95b9af8](95b9af8)) * Fix integration tests ([#6046](#6046)) ([02d5548](02d5548)) * Fix missing error handling for resource_counts endpoint ([d9706ce](d9706ce)) * Fix non-specific label selector on metrics service ([a1a160d](a1a160d)) * fix path feature_definitions.py ([7d7df68](7d7df68)) * Fix regstry Rest API tests intermittent failure ([d53a339](d53a339)) * Fixed IntegrityError on SqlRegistry ([#6047](#6047)) ([325e148](325e148)) * Fixed intermittent failures in get_historical_features ([c335ec7](c335ec7)) * Fixed pre-commit check ([114b7db](114b7db)) * Fixed the intermittent FeatureViewNotFoundException ([661ecc7](661ecc7)) * Fixed uv cache permission error for docker build on mac ([ad807be](ad807be)) * Fixes a `PydanticDeprecatedSince20` warning for trino_offline_store ([#5991](#5991)) ([abfd18a](abfd18a)) * Handle existing RBAC role gracefully in namespace registry ([b46a62b](b46a62b)) * Ignore ipynb files during apply ([#6151](#6151)) ([4ea123d](4ea123d)) * Integration test failures ([#6040](#6040)) ([9165870](9165870)) * Mount TLS volumes for init container ([080a9b5](080a9b5)) * **postgres:** Use end_date in synthetic entity_df for non-entity retrieval ([#6110](#6110)) ([088a802](088a802)), closes [#6066](#6066) * Ray offline store tests are duplicated across 3 workflows ([54f705a](54f705a)) * Reenable tests ([#6036](#6036)) ([82ee7f8](82ee7f8)) * SSL/TLS mode by default for postgres connection ([4844488](4844488)) * Use commitlint pre-commit hook instead of a separate action ([35a81e7](35a81e7)) ### Features * Add Claude Code agent skills for Feast ([#6081](#6081)) ([1e5b60f](1e5b60f)), closes [#5976](#5976) [#6007](#6007) * Add complex type support (Map, JSON, Struct) with schema validation ([#5974](#5974)) ([1200dbf](1200dbf)) * Add decimal to supported feature types ([#6029](#6029)) ([#6226](#6226)) ([cff6fbf](cff6fbf)) * Add feast apply init container to automate registry population on pod start ([#6106](#6106)) ([6b31a43](6b31a43)) * Add feature view versioning support to PostgreSQL and MySQL online stores ([#6193](#6193)) ([940e0f0](940e0f0)), closes [#6168](#6168) [#6169](#6169) [#2728](#2728) * Add materialization, feature freshness, request latency, and push metrics to feature server ([2c6be18](2c6be18)) * Add metadata statistics to registry api ([ef1d4fc](ef1d4fc)) * Add non-entity retrieval support for ClickHouse offline store ([4d08ddc](4d08ddc)), closes [#5835](#5835) * Add OnlineStore for MongoDB ([#6025](#6025)) ([bf4e3fa](bf4e3fa)), closes [golang/go#74462](golang/go#74462) * Add Oracle DB as Offline store in python sdk & operator ([#6017](#6017)) ([9d35368](9d35368)) * Add RBAC aggregation labels to FeatureStore ClusterRoles ([daf77c6](daf77c6)) * Add ServiceMonitor auto-generation for Prometheus discovery ([#6126](#6126)) ([56e6d21](56e6d21)) * Add typed_features field to grpc write request (([#6117](#6117)) ([#6118](#6118)) ([eeaa6db](eeaa6db)), closes [#6116](#6116) * Add UUID and TIME_UUID as feature types ([#5885](#5885)) ([#5951](#5951)) ([5d6e311](5d6e311)) * Add version indicators to lineage graph nodes ([#6187](#6187)) ([73805d3](73805d3)) * Add version tracking to FeatureView ([#6101](#6101)) ([ed4a4f2](ed4a4f2)) * Added Agent skills for AI Agents ([#6007](#6007)) ([99008c8](99008c8)) * Added CodeQL SAST scanning and detect-secrets pre-commit hook ([547b516](547b516)) * Added odfv transformations metrics ([8b5a526](8b5a526)) * Adding optional name to Aggregation (feast-dev[#5994](#5994)) ([#6083](#6083)) ([56469f7](56469f7)) * Created DocEmbedder class ([#5973](#5973)) ([0719c06](0719c06)) * Extended OIDC support to extract groups & namespaces and token injection with multiple methods ([#6089](#6089)) ([7c04026](7c04026)) * Feature Server High-Availability on Kubernetes ([#6028](#6028)) ([9c07b4c](9c07b4c)), closes [Hi#Availability](https://github.com/Hi/issues/Availability) [Hi#Availability](https://github.com/Hi/issues/Availability) * **go:** Implement metrics and tracing for http and grpc servers ([#5925](#5925)) ([2b4ec9a](2b4ec9a)) * Horizontal scaling support to the Feast operator ([#6000](#6000)) ([3ec13e6](3ec13e6)) * Making feature view source optional (feast-dev[#6074](#6074)) ([#6075](#6075)) ([76917b7](76917b7)) * Replace ORJSONResponse with Pydantic response models for faster JSON serialization ([65cf03c](65cf03c)) * Support arm docker build ([#6061](#6061)) ([1e1f5d9](1e1f5d9)) * Support distinct count aggregation [[#6116](#6116)] ([3639570](3639570)) * Support HTTP in MCP ([#6109](#6109)) ([e72b983](e72b983)) * Support nested collection types (Array/Set of Array/Set) ([#5947](#5947)) ([#6132](#6132)) ([ab61642](ab61642)) * Support podAnnotations on Deployment pod template ([1b3cdc1](1b3cdc1)) * Use orjson for faster JSON serialization in feature server ([6f5203a](6f5203a)) * Utilize date partition column in BigQuery ([#6076](#6076)) ([4ea9b32](4ea9b32)) ### Performance Improvements * Online feature response construction in a single pass over read rows ([113fb04](113fb04)) * Optimize protobuf parsing in Redis online store ([#6023](#6023)) ([59dfdb8](59dfdb8)) * Optimize timestamp conversion in _convert_rows_to_protobuf ([33a2e95](33a2e95)) * Parallelize DynamoDB batch reads in sync online_read ([#6024](#6024)) ([9699944](9699944)) * Remove redundant entity key serialization in online_read ([d87283f](d87283f))
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters