hailo-apps
CLAUDE.md506 starsChanged 7 months agoMITView on GitHub
Auto-generated from .hailo/. Do not edit directly. All skills, instructions, toolsets, knowledge bases, and memory live in .hailo/. Read .hailo/README.md for the complete master index. Always walk through key decisions with the user before building. Ask 2-3 targeted questions to confirm app type, features, and input source. This creates a collaborative workflow and catches misunderstandings early. Only skip questions if the user explicitly says "just build it" or "use defaults". Based on what the task involves, read only the matching…
- Installs packages
We split this CLAUDE.md into the rules it gives an agent
9 rules. About 0 are common, 0 are distinctive, and 9 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.
9
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 7
All skills, instructions, toolsets, knowledge bases, and memory live in .hailo/.
- Very specific: line 8
Read .hailo/README.md for the complete master index.
- Very specific: line 68
HEF resolution: Always use resolve_hef_path(path, app_name, arch)
- Very specific: line 69
Device sharing: Always use SHARED_VDEVICE_GROUP_ID when creating VDevice
- Very specific: line 71
CLI parsers: Use get_pipeline_parser() or get_standalone_parser()
- Very specific: line 72
Architecture detection: Use detect_hailo_arch() or --arch flag
- Very specific: line 73
USB camera: Always --input usb for auto-detection.
- Very specific: line 74
SKILL.md is sufficient: Read SKILL.md + common_pitfalls.md.
- Very specific: line 75
Custom background: When user provides a background image, use background.copy() — never blend camera feed.
≈ “Common” is an estimate: at least 1 in 5 of the 25,680 CLAUDE.md 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
Hailo Apps — Claude Code Entry Point
Auto-generated from
.hailo/. Do not edit directly.
Shared Knowledge
All skills, instructions, toolsets, knowledge bases, and memory live in .hailo/.
Read .hailo/README.md for the complete master index.
Interactive Workflow (MUST FOLLOW)
Always walk through key decisions with the user before building. Ask 2-3 targeted questions to confirm app type, features, and input source. This creates a collaborative workflow and catches misunderstandings early. Only skip questions if the user explicitly says "just build it" or "use defaults".
Quick Reference
source setup_env.sh # Activate environment (always do this first)
pip install -e . # Install in editable modeSkills (slash commands)
| Command | Description |
/hl-build-vlm-app | Build VLM image understanding apps |
/hl-build-pipeline-app | Build GStreamer pipeline apps |
/hl-build-standalone-app | Build standalone HailoRT apps |
/hl-build-agent-app | Build AI agent apps with tool calling |
/hl-build-llm-app | Build LLM chat apps |
/hl-build-voice-app | Build voice assistant apps |
Context Routing Table
Based on what the task involves, read only the matching rows:
| If the task mentions... | Read these files |
| VLM, vision, image understanding | .hailo/skills/hl-build-vlm-app.md, .hailo/toolsets/vlm-backend-api.md, .hailo/memory/gen_ai_patterns.md |
| LLM, chat, text generation | .hailo/skills/hl-build-llm-app.md, .hailo/instructions/gen-ai-development.md, .hailo/toolsets/gen-ai-utilities.md, .hailo/memory/gen_ai_patterns.md |
| Agent, tools, function calling | .hailo/skills/hl-build-agent-app.md, .hailo/toolsets/gen-ai-utilities.md, .hailo/memory/gen_ai_patterns.md |
| Voice, STT, TTS, Whisper, speech | .hailo/skills/hl-build-voice-app.md, .hailo/toolsets/gen-ai-utilities.md |
| Pipeline, GStreamer, video, stream | .hailo/skills/hl-build-pipeline-app.md, .hailo/instructions/gstreamer-pipelines.md, .hailo/toolsets/gstreamer-elements.md, .hailo/memory/pipeline_optimization.md |
| Game, interactive, pose game | .hailo/skills/hl-build-pipeline-app.md, .hailo/toolsets/pose-keypoints.md, .hailo/toolsets/core-framework-api.md, .hailo/memory/common_pitfalls.md |
| Standalone, OpenCV, HailoInfer | .hailo/skills/hl-build-standalone-app.md, .hailo/toolsets/core-framework-api.md |
| Camera, USB, RPi, capture | .hailo/skills/hl-camera.md, .hailo/memory/camera_and_display.md |
| HEF, model, download, config | .hailo/skills/hl-model-management.md, .hailo/toolsets/hailort-api.md, .hailo/memory/hailo_platform_api.md |
| Monitoring, events, alerts | .hailo/skills/hl-monitoring.md, .hailo/skills/hl-event-detection.md |
| Testing, validation, pytest | .hailo/skills/hl-validate.md, .hailo/instructions/testing-patterns.md |
| ALWAYS read (every task) | .hailo/memory/common_pitfalls.md, .hailo/instructions/coding-standards.md |
Python Imports
from hailo_apps.python.core.common.defines import *
from hailo_apps.python.core.common.core import resolve_hef_path
from hailo_apps.python.core.common.hailo_logger import get_logger
from hailo_apps.python.core.gstreamer.gstreamer_app import GStreamerAppCritical Conventions
- Imports are always absolute:
from hailo_apps.python.core.common.xyz import ... - HEF resolution: Always use
resolve_hef_path(path, app_name, arch) - Device sharing: Always use
SHARED_VDEVICE_GROUP_IDwhen creating VDevice - Logging: Use
get_logger(__name__) - CLI parsers: Use
get_pipeline_parser()orget_standalone_parser() - Architecture detection: Use
detect_hailo_arch()or--archflag - USB camera: Always
--input usbfor auto-detection. Never hardcode/dev/video0(typically integrated webcam). - SKILL.md is sufficient: Read SKILL.md + common_pitfalls.md. Do NOT read source code files.
- Custom background: When user provides a background image, use
background.copy()— never blend camera feed.
Hardware
| Architecture | Value | Use case |
| Hailo-8 | hailo8 | Full performance, all pipeline + standalone apps |
| Hailo-8L | hailo8l | Lower power, compatible model subset |
| Hailo-10H | hailo10h | GenAI (LLM, VLM, Whisper) + vision pipelines |
Memory
Persistent knowledge in .hailo/memory/. Read at task start, update when learning.
In this repository65 other files it gives its agents.
- .github/copilot-instructions.mdCopilot instructions
- .cursor/rules/core-framework.mdcCursor rule
- .cursor/rules/gen-ai-apps.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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