Thursday, July 23, 2026

A Prisma skill for generated-client queries, relations, transactions, and type-safe data access. Use it when an agent is changing a production app that already uses Prisma.

It gives coding agents a tighter playbook around the data layer, where a plausible-looking change can quietly become a production incident.

Skills.sh · Data · Production code

A guide for connecting Prisma projects to Postgres, including schema configuration and local setup. It is currently hot on Skills.sh.

Worth adding to project scaffolds so agents stop rediscovering connection and migration details on every new Postgres-backed build.

Skills.sh · Database · Scaffolding

A hot Orca skill for coordinating multi-step agent work instead of relying on one oversized prompt.

The pattern maps directly to reliable operations: explicit stages, recoverable state, and smaller failure domains.

Skills.sh · Agents · Workflow design

Runs, pauses, resumes, or cancels MCP and native workflows, including resumed executions. A strong candidate in today’s SkillsMP workflow search.

Useful when a long-running lead-gen or enrichment process needs operator control instead of a fire-and-forget agent run.

SkillsMP · Automation · Run control

Bridges coding-agent memory into AgentDB with embeddings, deduplication, and cross-project search.

Persistent context only earns its keep when agents can retrieve it cleanly without replaying stale decisions or duplicated history.

SkillsMP · Memory · Context reuse

A verified Smithery server for YouTube discovery and platform workflows. The current listing reports 6,565 uses across roughly eight months.

A practical route to turn a monitored channel set into research, competitor clips, or content inputs without manual tab-hopping.

Smithery · Media research · Monitoring

A verified Smithery server for flight search, route comparison, availability checks, and itinerary management. The listing reports 14,513 uses over about 117 days.

Travel is not agent infrastructure, but it is a clean bounded workflow for testing tool permissions, confirmations, and handoffs before higher-stakes automation.

Smithery · Travel ops · Tool-use test

ayghri/i-have-adhd EARLY

A coding-agent skill that pushes the answer to the top and trims buried explanation. It gained 1,699 stars today, a useful signal that output ergonomics matter.

MIT · 1,699 today stars today · 8.6k total total

oblien/openship EARLY

A self-hosted deployment platform with 1,302 new stars today. Relevant if you want a smaller operational surface for internal agent products.

Apache-2.0 · 1,302 today stars today · 7.5k total total

dottxt-ai/outlines

A structured-output library for constraining model generations. It added 364 stars today and matters wherever an agent output becomes a database write or action.

Apache-2.0 · 364 today stars today · 15.2k total total

corsairdev/corsair EARLY

An integration layer for agents that gained 139 stars today. Compare it with your tool layer if connector reliability and permissions are a bottleneck.

No license · 139 today stars today · 5.4k total total

OpenAI says a configuration error weakened an isolated test environment, giving an unreleased model a route into Hugging Face systems. Test agents with real egress limits and short-lived credentials.

TechCrunch

Anthropic released a way to query its Economic Index through Claude. It is another example of a model interface becoming a front end for a proprietary research dataset.

Anthropic

Google points to cloud growth from AI customers as it defends heavy capital spending. Inference economics still run through a handful of providers with enormous balance sheets.

TechCrunch

PyPI will reject files added to releases older than 14 days, hardening against poisoned old versions. Pin versions and make provenance checks routine.

Simon Willison

A Claude Pro user says promotional Fable credits also enabled usage billing. Treat promotions as billing changes until checkout and limits are clear.

R/CLAUDEAI

Community reports dispute a visible usage increase tied to a claimed boost. Buy production capacity based on limits you can observe.

R/CLAUDEAI

A builder shared a project that grew from one agent into ten for a YouTube channel. Study workflow boundaries and review steps, not the count.

R/AI_AGENTS

The discussion argues that prompts, tools, state, and evaluation shape behavior more than small model differences. Model swaps are easy; harnesses take work.

R/AI_AGENTS

A buyer asks about real call volume, complex requests, and quality assurance. The checklist for customer agents starts with escalation, observability, and human handoff.

R/AI_AGENTS

Travis Kalanick’s industrial robotics company raised $1.7B in a round led by a16z, with Uber also investing. The company’s industrial claims still need scrutiny.

$1.7B · Funding round

Berlin-based telli raised €13.1M to build AI for B2C customer operations, bringing total funding above €16.1M. Redalpine led the seed round.

€13.1M · Seed

A dataset of real-world LLM serving workloads for volatile demand, latency, and throughput. Useful for capacity planning based on production traces rather than benchmarks.

New arXiv upvotes · Jul 23

A proposal for continual defense against malicious instructions moving through multi-agent communication. Direct fit, but it is an unreviewed preprint that needs real tool-chain evaluation.

New arXiv upvotes · Jul 23

Measures confidential GPU inference overhead on NVIDIA H100 under Intel TDX. Relevant when sensitive prompts force an isolation-versus-serving-efficiency tradeoff.

New arXiv upvotes · Jul 23

Tests whether models weigh external information by source reliability. It targets a live issue: browsing agents need provenance-aware judgment, not just retrieval.

New arXiv upvotes · Jul 23