hailo-apps / rules
Cursor rule506 starsChanged 7 months agoMITView on GitHub
You are working on a Gen AI application (VLM, LLM, Whisper, Voice, or Agent). Read these files before making changes (paths relative to .hailo/):
We split this gen-ai-apps.mdc into the rules it gives an agent
7 rules. About 0 are common, 0 are distinctive, and 7 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
7
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 12
Read these files before making changes (paths relative to .hailo/):
- Very specific: line 23
If VLM: toolsets/vlm-backend-api.md, skills/hl-build-vlm-app/SKILL.md
- Very specific: line 25
If Voice/Whisper: skills/hl-build-voice-app/SKILL.md
- Very specific: line 26
If Camera: memory/camera_and_display.md, skills/hl-camera.md
- Very specific: line 30
Use get_standalone_parser() for CLI arguments
- Very specific: line 31
Use SHARED_VDEVICE_GROUP_ID for VDevice creation
- Very specific: line 33
Always resolve HEF paths with resolve_hef_path(path, app_name, arch)
≈ “Common” is an estimate: at least 1 in 5 of the 6,350 Cursor rule files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
--- globs: ["**/gen_ai_apps/**"] alwaysApply: false --- # Gen AI Apps — Contextual Instructions You are working on a **Gen AI application** (VLM, LLM, Whisper, Voice, or Agent). ## Required Context Files Read these files before making changes (paths relative to `.hailo/`): - `instructions/gen-ai-development.md` — VLM/LLM/Whisper development patterns - `instructions/coding-standards.md` — Import rules, logging, HEF resolution - `toolsets/gen-ai-utilities.md` — LLM streaming, voice processing, agent tools API - `toolsets/hailort-api.md` — VDevice, VLM, LLM, Speech2Text API - `memory/gen_ai_patterns.md` — Architecture patterns, multiprocessing gotchas - `memory/common_pitfalls.md` — Known anti-patterns to avoid ## Additional Context (load if relevant) - If VLM: `toolsets/vlm-backend-api.md`, `skills/hl-build-vlm-app/SKILL.md` - If Agent: `skills/hl-build-agent-app/SKILL.md` - If Voice/Whisper: `skills/hl-build-voice-app/SKILL.md` - If Camera: `memory/camera_and_display.md`, `skills/hl-camera.md` ## Key Patterns for Gen AI - Use `get_standalone_parser()` for CLI arguments - Use `SHARED_VDEVICE_GROUP_ID` for VDevice creation - VLM/LLM use multiprocessing backends — check `gen_ai_patterns.md` for the worker process pattern - Always resolve HEF paths with `resolve_hef_path(path, app_name, arch)` - Register new apps in `hailo_apps/python/core/common/defines.py` ## Reference Implementations - VLM app: `hailo_apps/python/gen_ai_apps/vlm_chat/` - Agent app: `hailo_apps/python/gen_ai_apps/agent_tools_example/` - Voice: `hailo_apps/python/gen_ai_apps/gen_ai_utils/voice_processing/` - LLM utils: `hailo_apps/python/gen_ai_apps/gen_ai_utils/llm_utils/`
Where files are headingNew Cursor rule files have more rules about planning and tracking tasks, and fewer about code style.
Of the Cursor rule files we read, the 3,978 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository65 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- .cursor/rules/core-framework.mdcCursor rule
- .cursor/rules/hailo-global.mdcCursor rule
- .cursor/rules/hl-build-agent-app.mdcCursor rule
- .cursor/rules/hl-build-llm-app.mdcCursor rule
- .cursor/rules/hl-build-pipeline-app.mdcCursor rule
- .cursor/rules/hl-build-standalone-app.mdcCursor rule
- .cursor/rules/hl-build-vlm-app.mdcCursor rule
- .cursor/rules/hl-build-voice-app.mdcCursor rule
- .cursor/rules/hl-camera.mdcCursor rule
- .cursor/rules/hl-event-detection.mdcCursor rule
- .cursor/rules/hl-model-management.mdcCursor rule
- .cursor/rules/hl-monitoring.mdcCursor rule
- .cursor/rules/hl-plan-and-execute.mdcCursor rule
- .cursor/rules/hl-validate.mdcCursor rule
- .cursor/rules/inst-agent-protocols.mdcCursor rule
- .cursor/rules/inst-architecture.mdcCursor rule
- .cursor/rules/inst-coding-standards.mdcCursor rule
- .cursor/rules/inst-gen-ai-development.mdcCursor rule
- .cursor/rules/inst-gstreamer-pipelines.mdcCursor rule
- .cursor/rules/inst-orchestration.mdcCursor rule
- .cursor/rules/inst-testing-patterns.mdcCursor rule
- .cursor/rules/memory-camera_and_display.mdcCursor rule
- .cursor/rules/memory-common_pitfalls.mdcCursor rule
- .cursor/rules/memory-gen_ai_patterns.mdcCursor rule
- .cursor/rules/memory-hailo_platform_api.mdcCursor rule
- .cursor/rules/memory-MEMORY.mdcCursor rule
- .cursor/rules/memory-pipeline_optimization.mdcCursor rule
- .cursor/rules/pipeline-apps.mdcCursor rule
- .cursor/rules/prompt-new-agent-tool.mdcCursor rule
- .cursor/rules/prompt-new-llm-app.mdcCursor rule
- .cursor/rules/prompt-new-pipeline-app.mdcCursor rule
- .cursor/rules/prompt-new-pose-game.mdcCursor rule
- .cursor/rules/prompt-new-standalone-app.mdcCursor rule
- .cursor/rules/prompt-new-vlm-variant.mdcCursor rule
- .cursor/rules/prompt-new-voice-app.mdcCursor rule
- .cursor/rules/prompt-orchestrated-build.mdcCursor rule
- .cursor/rules/standalone-apps.mdcCursor rule
- .cursor/rules/tests.mdcCursor rule
- .cursor/rules/toolset-core-framework-api.mdcCursor rule
- .cursor/rules/toolset-gen-ai-utilities.mdcCursor rule
- .cursor/rules/toolset-gstreamer-elements.mdcCursor rule
- .cursor/rules/toolset-hailort-api.mdcCursor rule
- .cursor/rules/toolset-pose-keypoints.mdcCursor rule
- .cursor/rules/toolset-vlm-backend-api.mdcCursor rule
- .cursor/rules/toolset-yolo-coco-classes.mdcCursor rule
- hl-build-agent-appSkill
- hl-build-llm-appSkill
- hl-build-pipeline-appSkill
- hl-build-standalone-appSkill
- hl-build-vlm-appSkill
- hl-build-voice-appSkill
- hl-cameraSkill
- hl-event-detectionSkill
- hl-model-managementSkill
- hl-monitoringSkill
- hl-plan-and-executeSkill
- hl-validateSkill
- hl-build-agent-appSkill
- The first 60 shown.
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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.

