hitl-side-effects
Skill2 starsChanged 4 months agoMITView on GitHub
Add human-in-the-loop gates for irreversible actions: LangGraph interrupt_before, AegisAI approval queue, UI approve/resume endpoints. Use when shipping, publishing, notifying, or merging agent-generated changes.
Files
HITL for Side Effects
LangGraph pattern
graph.compile(checkpointer=MemorySaver(), interrupt_before=["hitl"])
# First invoke stops before hitl node
# After human approval:
await graph.ainvoke({"hitl_approved": True}, config)AegisAI pattern
POST /api/gateway/tool-request→pending|approved|denied- UI polls or webhook; agent resumes on approval
Content Factory
- Draft → review queue → human edit → publish (gateway-wrapped)
LoopForge repo-fix
interrupt_before=["hitl"]before push/PR whencreate_pr=truePOST /api/repo-fix/{run_id}/approveresumes graph
UX requirements
- Show what will happen (diff, channel, recipient)
- Show why agent chose this action (trace excerpt)
- Approve / Reject / Edit-and-approve
Never
- Auto-approve production side effects without explicit env flag
- Skip audit log on approval/denial
Other versions4 projects use a version of this.
Word for word · 4
- vpeetla-ai/aegisai-enterprise-agent-platform★ 2100% same
- vpeetla-ai/multi-agent-system-pattern★ 2100% same
- vpeetla-ai/reflection-agent-pattern★ 2100% same
- vpeetla-ai/swarm-agent-pattern★ 2100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository13 other files it gives its agents.
- AGENTS.mdAGENTS.md
- aegis-gatewaySkill
- agentic-engineeringSkill
- deploy-vercel-renderSkill
- governed-ai-stackSkill
- grill-with-contextSkill
- langgraph-orchestrationSkill
- loop-engineeringSkill
- portfolio-adrSkill
- rag-governanceSkill
- repo-fix-prSkill
- setup-vpeetla-skillsSkill
- tdd-agent-loopsSkill
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