review-topic-prediction-integrity
Skill2.5k starsChanged 39 days agoLicence not identifiedView on GitHub
Load when a diff touches `sv_detections_to_root_coordinates`, `scale_sv_detections`, `move_boxes`/`move_masks`, `POLYGON_KEY_IN_SV_DETECTIONS`, `add_inference_keypoints_to_sv_detections`, `serialise_sv_detections`, `mask_to_polygon`, `enforce_dense_masks_in_inference_models`, `binarization_threshold`, `run_nms_for_*`; or `xyxy +=`/`* scale` arithmetic; crop/stitch/perspective/dynamic_zones blocks; `inference_models/` pre/post-processing (resize/BGR-RGB/NMS/slice); a `supervision` bump; a `vN_tensor.py` sibling or `bboxes_metadata`/`image_metadata`/host-mirror handling; golden expected-response fixtures for GPU regression tests.
Trending
Steady talk.about the whole repository
Who's talking about roboflow/inference
- A Hacker News story“Show HN: Pip install inference, open source computer vision deployment”Hacker News · Aug 23, 2023 · 71 points
- photoprism/photoprism-vision“Vision Service: Use an inference server or framework instead of custom microservices”GitHub · Nov 3, 2024 · 3 reactions
- OpenRouterTeam/awesome-openrouter“Add Roboflow Workflows”GitHub · May 20, 2026 · 1 reactions
- Stack Overflow“Roboflow device management. In which GPU is the model loaded?”Stack Overflow · Oct 24, 2024 · 1 votes
- roboflow/supervision“feat(detection): keep reduced RLE masks compact”GitHub · Oct 8, 2026
The biggest 5 of 24 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 24
Talked about on GitHub, Hacker News, Bluesky and Stack Overflow (24 times).
On GitHub · 21
- Nov 3, 2024Vision Service: Use an inference server or framework instead of custom microservices — photoprism/photoprism-vision3 reactions · 23 comments
- May 20, 2026Add Roboflow Workflows — OpenRouterTeam/awesome-openrouter1 reaction
- Oct 8, 2026feat(detection): keep reduced RLE masks compact — roboflow/supervision0 reactions · 2 comments
- Jun 14, 2026[Feature]: Geometry-aware dispatch to stop the recurring "silent AABB" bug class — roboflow/supervision0 reactions · 15 comments
- May 29, 2026New license request: The Roboflow Enterprise License — aboutcode-org/scancode-toolkit0 reactions
16 more on GitHub
- Mar 22, 2026Add TensorRT export support and inference-models inference integration — roboflow/rf-detr0 reactions · 5 comments
- Feb 24, 2026Fix torch.compile for timestep_embedding — roboflow/tdfy0 reactions
- Dec 30, 2025ack implementation on client side — roboflow/inference-sdk-js0 reactions
- Nov 12, 2025[Improvement] Package conflicts for inference packages — dimensionalOS/dimos0 reactions · 1 comment
- Oct 6, 2025Bump inference-sdk from 0.51.3 to 0.58.1 — WenDEVLIFE/awseadeploy0 reactions
- Oct 3, 2025Bump inference-sdk from 0.51.3 to 0.58.0 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Oct 2, 2025Bump inference-sdk from 0.51.3 to 0.57.4 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Sep 30, 2025Bump inference-sdk from 0.51.3 to 0.57.2 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Sep 22, 2025Bump inference-sdk from 0.51.3 to 0.56.0 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Sep 18, 2025Bump inference-sdk from 0.51.3 to 0.55.2 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Sep 15, 2025Bump inference-sdk from 0.51.3 to 0.55.0 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Sep 8, 2025Bump inference-sdk from 0.51.3 to 0.54.2 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Sep 3, 2025Bump inference-sdk from 0.51.3 to 0.54.1 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Aug 27, 2025Bump inference-sdk from 0.51.3 to 0.53.0 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Aug 18, 2025Bump inference-sdk from 0.51.3 to 0.52.1 — WenDEVLIFE/awseadeploy0 reactions · 1 comment
- Nov 28, 2024Jupyter notebook rendering on github.com is broken with Tampermonkey — Tampermonkey/tampermonkey0 reactions · 2 comments
On Hacker News · 1
- Aug 23, 2023Show HN: Pip install inference, open source computer vision deployment71 points · 16 comments
On Bluesky · 1
- Aug 24, 2023🔥 Hot Repo! 🔥 (100+ new stars) 📦 roboflow / inference ⭐ 279 (+124) 🗒 Python An easy-to-use, production-ready inference server for… — @github-trending.bsky.social0 likes and reposts · 1 reply
On Stack Overflow · 1
- Oct 24, 2024Roboflow device management. In which GPU is the model loaded?1 vote
In this repository33 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .cursor/rules/cli-options.mdcCursor rule
- .cursor/rules/empty-lines.mdcCursor rule
- .cursor/rules/execution-engine-version-changelog.mdcCursor rule
- .cursor/rules/function-call.mdcCursor rule
- .cursor/rules/google-docstrings.mdcCursor rule
- .cursor/rules/pathlib.mdcCursor rule
- .cursor/rules/pr-description.mdcCursor rule
- .cursor/rules/pydantic-field-descriptions.mdcCursor rule
- .cursor/rules/return-values.mdcCursor rule
- .cursor/rules/uv-package-management.mdcCursor rule
- add-inference-modelSkill
- create-workflow-blockSkill
- review-cli-cloud-toolingSkill
- review-core-infraSkill
- review-http-api-serverSkill
- review-inference-models-pkgSkill
- review-legacy-models-registriesSkill
- review-localSkill
- review-packaging-ciSkill
- review-sdkSkill
- review-topic-auth-and-tenant-securitySkill
- review-topic-backward-compat-and-versioningSkill
- review-topic-concurrency-and-resource-safetySkill
- review-topic-external-contract-and-silent-fallbackSkill
- review-topic-input-boundary-securitySkill
- review-topic-local-vs-remote-executionSkill
- review-topic-secure-gateway-url-wrappingSkill
- review-topic-test-hygieneSkill
- review-topic-workflow-state-managementSkill
- review-workflows-blocksSkill
- review-workflows-execution-engineSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

