RepositoryGitHub · Repository
deskmind-ai/hands
deskmind-ai/hands
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IDEAS FOR AGENTIC DEVELOPMENT
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Observed GitHub star growth per day, comparing saved observations about a week apart. Each card shows the actual dates. Counts describe attention, not quality.
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- Runtime patternsGitHub · Repository
tars
devlikebear/tars
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Tars provides a Go agent runtime with a browser console, subagents, memory and scheduled jobs. Potential use: Study execution loops and state handling before designing an agent runtime. This suggests an integration pattern; suitability depends on your tools and constraints. Check permissions against your requirements in a small controlled test.
Potential useStudy execution loops and state handling before designing an agent runtime.
- RepositoryGitHub · Repository
dgesteves/ondocs
dgesteves/ondocs
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Tool integrationGitHub · Repository
franken_agent_detection
Dicklesworthstone/franken_agent_detection
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Franken Agent Detection discovers installed coding-agent connectors through deterministic local filesystem checks. Potential use: Connect existing software capabilities to agent tools through explicit interfaces. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions against your requirements in a small controlled test.
Potential useConnect existing software capabilities to agent tools through explicit interfaces.
- Task orchestrationGitHub · Repository
detent
digitaldrywood/detent
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Detent coordinates agent work using GitHub boards, isolated worktrees, validation gates and a serialized merge process. Potential use: Coordinate task handoffs with explicit responsibilities and review points. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions using a small controlled test.
Potential useCoordinate task handoffs with explicit responsibilities and review points.
- Runtime patternsGitHub · Repository
samagotchi
dm1try/samagotchi
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Samagotchi provides an agent harness with explicit human participation in its work loop. Potential use: Study execution loops and state handling before designing an agent runtime. This suggests an integration pattern; suitability depends on your tools and constraints. Before adoption, check permissions against your requirements in a small controlled test.
Potential useStudy execution loops and state handling before designing an agent runtime.
- RepositoryGitHub · Repository
donnyboy72/Junior-Dev-to-Pro
donnyboy72/Junior-Dev-to-Pro
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
DotHarness/dotcraft
DotHarness/dotcraft
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
dougrn/MCP-MegaBrain
dougrn/MCP-MegaBrain
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Desktop executionGitHub · Repository
mightling
dreamference/mightling
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Mightling provides a local coding-agent desktop workspace designed for NVIDIA GB10-class hardware. Potential use: Connect operator tasking to tools while preserving permission boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check platform compatibility against your requirements in a small controlled test.
Potential useConnect operator tasking to tools while preserving permission boundaries.
- Reference & discoveryGitHub · Repository
ai-assistant-instructions
dryvist/ai-assistant-instructions
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
AI Assistant Instructions provides reusable development instructions and commands intended to work across coding assistants. Potential use: Compare documented approaches before choosing components for agent-assisted development. This suggests an integration pattern; suitability depends on your tools and constraints. Before adoption, check permissions against your requirements in a small controlled test.
Potential useCompare documented approaches before choosing components for agent-assisted development.
- Task orchestrationGitHub · Repository
ai-workflows
dryvist/ai-workflows
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
AI Workflows collects reusable GitHub Copilot workflows for repository triage, maintenance and coordinated updates. Potential use: Coordinate task handoffs with explicit responsibilities and review points. This suggests an integration pattern; suitability depends on your tools and constraints. Before integrating it, check permissions against your requirements in a small controlled test.
Potential useCoordinate task handoffs with explicit responsibilities and review points.
- RepositoryGitHub · Repository
dsnger/dev-workflow-kit
dsnger/dev-workflow-kit
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
Eclipseic1848/CoreMind
Eclipseic1848/CoreMind
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Public summary pending source review. Open the source to investigate this discovery.
- Desktop executionGitHub · Repository
ekko-studio
EKKOLearnAI/ekko-studio
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Ekko Studio combines local agent chat, coding and visual workflows in desktop and web interfaces. Potential use: Connect operator tasking to tools while preserving permission boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before adoption, check permissions against your requirements in a small controlled test.
Potential useConnect operator tasking to tools while preserving permission boundaries.
- RepositoryGitHub · Repository
ElenaRevicheva/AIPA_AITCF
ElenaRevicheva/AIPA_AITCF
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
Eliyce/paqad-ai
Eliyce/paqad-ai
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
EmbeddedLLM/JamAIBase
EmbeddedLLM/JamAIBase
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
Emeierkeio/parliamentrag-iswc
Emeierkeio/parliamentrag-iswc
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Public summary pending source review. Open the source to investigate this discovery.
- Reference & discoveryGitHub · Repository
harness-engineering
entrepreneurial-cabinetminister913/harness-engineering
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Harness Engineering collects engineering practices for long-running coding-agent workflows and Claude integration. Potential use: Compare documented approaches before choosing components for agent-assisted development. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check platform compatibility against your requirements in a small controlled test.
Potential useCompare documented approaches before choosing components for agent-assisted development.
- RepositoryGitHub · Repository
esengine/DeepSeek-Reasonix
esengine/DeepSeek-Reasonix
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Desktop executionGitHub · Repository
switchboard
estruyf/switchboard
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Switchboard by Estruyf organizes Claude Code sessions with status, diffs, worktrees and search on macOS. Potential use: Connect operator tasking to tools while preserving permission boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before adoption, check permissions against your requirements in a small controlled test.
Potential useConnect operator tasking to tools while preserving permission boundaries.
- Runtime patternsGitHub · Repository
fast-agent
evalstate/fast-agent
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Fast-Agent supports building and evaluating agents with models, skills and multiple agent interoperability protocols. Potential use: Study execution loops and state handling before designing an agent runtime. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions using a small controlled test.
Potential useStudy execution loops and state handling before designing an agent runtime.
- Desktop executionGitHub · Repository
firstmate-for-windows
EvanBatten/firstmate-for-windows
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
FirstMate for Windows organizes parallel coding-agent crews using Windows tooling and Git Bash. Potential use: Connect operator tasking to tools while preserving permission boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions against your requirements in a small controlled test.
Potential useConnect operator tasking to tools while preserving permission boundaries.
- RepositoryGitHub · Repository
evanwtf/local-llm
evanwtf/local-llm
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
evoelsewhere/evoflux
evoelsewhere/evoflux
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
EvoEvolver/treer
EvoEvolver/treer
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
existence-master/Sentient
existence-master/Sentient
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Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
FASFG5T5/agent-orchestration
FASFG5T5/agent-orchestration
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Desktop executionGitHub · Repository
invisible_dots
feder-cr/invisible_dots
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Invisible Dots presents self-hosted computer automation; its claims about avoiding detection require particular scrutiny. Potential use: Connect operator tasking to tools while preserving permission boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before integrating it, check permissions against your requirements in a small controlled test.
Potential useConnect operator tasking to tools while preserving permission boundaries.
- RepositoryGitHub · Repository
Fei2411/DeepSeek-Bot
Fei2411/DeepSeek-Bot
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Task orchestrationGitHub · Repository
ravi
filipexyz/ravi
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Ravi coordinates context, task routing and specialist agents through a WhatsApp-oriented harness. Potential use: Coordinate task handoffs with explicit responsibilities and review points. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check platform compatibility against your requirements in a small controlled test.
Potential useCoordinate task handoffs with explicit responsibilities and review points.
- Applied workflowsGitHub · Repository
Ai-Document-Generation
firda0802/Ai-Document-Generation
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
AI Document Generation presents a pipeline for producing documents through AI-assisted workflows. Potential use: Study a concrete application pattern before adapting it to another workflow. This suggests an integration pattern; suitability depends on your tools and constraints. Before integrating it, check permissions against your requirements in a small controlled test.
Potential useStudy a concrete application pattern before adapting it to another workflow.
- Context & retrievalGitHub · Repository
EGC
Fmarzochi/EGC
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
EGC shares memory, skills and current context across different coding assistants. Potential use: Supply relevant context to agents while preserving provenance and access boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions against your requirements in a small controlled test.
Potential useSupply relevant context to agents while preserving provenance and access boundaries.
- Planning algorithmsGitHub · Repository
dicechess-engine
fortemate/dicechess-engine
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
DiceChess Engine implements game move generation and search across JVM, JavaScript and WebAssembly targets. Potential use: Combine constraint-based planning with agent tasking rather than relying on language alone. This suggests an integration pattern; suitability depends on your tools and constraints. Check permissions against your requirements in a small controlled test.
Potential useCombine constraint-based planning with agent tasking rather than relying on language alone.
- RepositoryGitHub · Repository
foundry-9/quilltap-server
foundry-9/quilltap-server
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Runtime patternsGitHub · Repository
agentos
framerslab/agentos
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
AgentOS offers a TypeScript agent framework with memory, tool construction and multi-agent coordination. Potential use: Study execution loops and state handling before designing an agent runtime. This suggests an integration pattern; suitability depends on your tools and constraints. Before adoption, check permissions against your requirements in a small controlled test.
Potential useStudy execution loops and state handling before designing an agent runtime.
- RepositoryGitHub · Repository
Francis1998/scholar-rag-agent
Francis1998/scholar-rag-agent
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Evaluation & controlsGitHub · Repository
fred-agent-evaluator
fred-agent/fred-agent-evaluator
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Fred Agent Evaluator supplies components for evaluating agent behavior during online operation. Potential use: Use measured evidence to distinguish completed work from unsupported agent claims. This suggests an integration pattern; suitability depends on your tools and constraints. Before integrating it, check permissions against your requirements in a small controlled test.
Potential useUse measured evidence to distinguish completed work from unsupported agent claims.
- RepositoryGitHub · Repository
fswolf/luna-local-agent
fswolf/luna-local-agent
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
fuzz74/AgentOrchestration
fuzz74/AgentOrchestration
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
fysoul17/devlyn-cli
fysoul17/devlyn-cli
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Context & retrievalGitHub · Repository
ctxpress
fzkuji2026/ctxpress
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Ctxpress provides context-management methods for coding agents with benchmark-oriented evaluation. Potential use: Supply relevant context to agents while preserving provenance and access boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check platform compatibility against your requirements in a small controlled test.
Potential useSupply relevant context to agents while preserving provenance and access boundaries.
- RepositoryGitHub · Repository
gaopengbin/cesium-mcp
gaopengbin/cesium-mcp
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- RepositoryGitHub · Repository
getappz/agentflare
getappz/agentflare
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Runtime patternsGitHub · Repository
yai-agent-core
Gi-Tuu/yai-agent-core
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
YAI Agent Core supplies an embeddable agent kernel intended for integration into host applications. Potential use: Study execution loops and state handling before designing an agent runtime. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions using a small controlled test.
Potential useStudy execution loops and state handling before designing an agent runtime.
- RepositoryGitHub · Repository
github/gh-aw-firewall
github/gh-aw-firewall
Insufficient recent history
Public summary pending source review. Open the source to investigate this discovery.
- Task orchestrationGitHub · Repository
kube-agents
gke-labs/kube-agents
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Kube Agents applies agents to Kubernetes audits, GitOps remediation and conversational operations workflows. Potential use: Coordinate task handoffs with explicit responsibilities and review points. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions against your requirements in a small controlled test.
Potential useCoordinate task handoffs with explicit responsibilities and review points.
- Context & retrievalGitHub · Repository
goldener
goldener-data/goldener
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Goldener orchestrates AI pipeline data through reusable embeddings, sampling, annotation checks and distribution monitoring. Potential use: Supply relevant context to agents while preserving provenance and access boundaries. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions using a small controlled test.
Potential useSupply relevant context to agents while preserving provenance and access boundaries.
- Runtime patternsGitHub · Repository
adk-python
google/adk-python
Insufficient recent history
50-WORD AI EDITORIAL SUMMARY
Google ADK supplies a Python framework for building, evaluating and deploying agents through code. Potential use: Study execution loops and state handling before designing an agent runtime. This suggests an integration pattern; suitability depends on your tools and constraints. Before considering unattended use, check permissions using a small controlled test.
Potential useStudy execution loops and state handling before designing an agent runtime.