local-ai-app-integration
Integrates local AI capabilities into applications using Embeddable Lemonade.
Skill by TOMBOSS885
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/tomboss885-local-ai-app-integration
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: backend, ml, agent-building
Reviews
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What's inside
- Skill name
local-ai-app-integration- Description
- Integrates local AI capabilities into applications using Embeddable Lemonade. Use when the user wants to add local AI, offline AI, private AI, on-device AI, a local LLM, local chat, embeddings, image generation, speech-to-text, or text-to-speech to an existing app; replace or supplement OpenAI, Anthropic, Ollama, or other cloud AI APIs with a local backend; only use to convert user apps. Do not use when the user just wants the agent itself to generate images, transcribe, or speak locally in the current workspace, even to cut their own API bill.
- License
- unknown
- Instructions
- 461 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
- Instructions call the network
Files (6)
- SKILL.md
- evals.json · evals/
- main.py · evals/files/apikey-guard/
- main.py · evals/files/openai-stub/
- reference.md
- skill-card.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Self-checking testbench architecture with behavioral golden models, race-condition free stimulus driving, and automated mismatch scoreboards.
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rtl-interface-contract
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Diagnose and repair Verilog modules that fail Vivado elaboration because the module name, port names, directions, or widths do not match the declared interface.
SkillAFreshness: AClaude Code +9 - 0.556score
rtl-self-testbench-generator
TOMBOSS885
Guidelines and patterns for synthesizing companion self-checking testbenches to verify RTL designs with Vivado xsim before official scoring.
SkillAFreshness: AClaude Code +9 - 0.556score
rtl-shift-register-pattern
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Idioms for sequence detection and Linear Feedback Shift Registers (LFSR), ensuring correct overlapping detection and non-zero initialization.
SkillAFreshness: AClaude Code +9 - 0.553score
rtl-control-priority-pattern
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Design patterns for strict control signal priority hierarchies (Reset > Clear > Load > Enable) in sequential RTL.
SkillAFreshness: AClaude Code +9 - 0.551score
rtl-arithmetic-truncation
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Bit-width sizing, signed arithmetic extension, and population count rules to prevent Vivado truncation and overflow warnings.
SkillAFreshness: AClaude Code +9 - 0.551score
rtl-fsm-idioms
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Idiomatic finite state machine patterns in Verilog/SystemVerilog, ensuring clean state transition, output registration, and zero latch inference.
SkillAFreshness: AClaude Code +9 - 0.551score
rtl-shift-register-pattern
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Implement specified sequence overlap, output timing, LFSR taps, shift direction and seed without changing required state behavior.
SkillAFreshness: AClaude Code +9 - 0.551score
rtl-clock-reset-conventions
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Rules and patterns for clocking and reset implementations in FPGA synthesis, preventing multi-driven nets, incorrect sensitivity lists, and…
SkillAFreshness: AClaude Code +9 - 0.551score
rtl-control-priority-pattern
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Implement specification-defined reset, clear, load and enable priority, and verify simultaneous assertions in sequential RTL.
SkillAFreshness: AClaude Code +9 - 0.548score
rtl-synthesis-latch-prevention
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Techniques to detect and eliminate unintended latch inference and non-synthesizable constructs in Vivado synthesis.
SkillAFreshness: AClaude Code +9
Signals
- Stars
- 0
- Forks
- 2
- Open issues
- 1
- Last commit (this folder)
- Oct 1, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/TOMBOSS885/fpga
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
More from TOMBOSS885
- 0.556score
rtl-module-interface-contract
TOMBOSS885
Diagnose and repair Verilog modules that fail Vivado elaboration because the module name, port names, directions, or widths do not match the declared…
SkillAFreshness: AClaude Code +9 - 0.556score
rtl-golden-scoreboard-verifier
TOMBOSS885
Self-checking testbench architecture with behavioral golden models, race-condition free stimulus driving, and automated mismatch scoreboards.
SkillAFreshness: AClaude Code +9 - 0.556score
rtl-interface-contract
TOMBOSS885
Diagnose and repair Verilog modules that fail Vivado elaboration because the module name, port names, directions, or widths do not match the declared interface.
SkillAFreshness: AClaude Code +9 - 0.556score
rtl-self-testbench-generator
TOMBOSS885
Guidelines and patterns for synthesizing companion self-checking testbenches to verify RTL designs with Vivado xsim before official scoring.
SkillAFreshness: AClaude Code +9 - 0.556score
rtl-shift-register-pattern
TOMBOSS885
Idioms for sequence detection and Linear Feedback Shift Registers (LFSR), ensuring correct overlapping detection and non-zero initialization.
SkillAFreshness: AClaude Code +9 - 0.553score
rtl-control-priority-pattern
TOMBOSS885
Design patterns for strict control signal priority hierarchies (Reset > Clear > Load > Enable) in sequential RTL.
SkillAFreshness: AClaude Code +9
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Cite this page
local-ai-app-integration skill. Agent Mart. https://agentmart.dev/skills/tomboss885-local-ai-app-integration (last updated 2026-10-24)