Opportunity Radar

Make Gemini less of a sycophant

Observed in google-gemini/gemini-cli · TypeScript · Apache-2.0

What the reporter described: What would you like to be added? I need gemini-cli to be less of a sycophant and more like a trusted equal. For example, I am working on designing and architecting complex software. Every response from gemini is prefaced with this sycophantic mirroring language: You are having the exact realization that every great…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Support dynamic tool addition/removal after agent creation and in middleware

Observed in langchain-ai/langchain · Python · MIT

What the reporter described: Checked other resources [x] This is a feature request, not a bug report or usage question. [x] I added a clear and descriptive title that summarizes the feature request. [x] I used the GitHub search to find a similar feature request and didn't find it. [x] I checked the LangChain documentation and API reference to see…

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Add gemini-3.1-pro-preview

Observed in google-gemini/gemini-cli · TypeScript · Apache-2.0

What the reporter described: What happened? gemini-3.1-pro-preview isn't in the models list What did you expect to happen? gemini-3.1-pro-preview is in the models list Client information <details <summary Client Information</summary Run to enter the interactive CLI, then run the command. </details Login information Google account Anything else we…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

`gemini-3.5-flash` not working in the gemini cli why?

Observed in google-gemini/gemini-cli · TypeScript · Apache-2.0

What the reporter described: What would you like to be added? Why is this needed? gemini-3.5-flash is released Additional context No response

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

The batch method from ChatModels and all the Runnables does not really support the OpenAI batch API.

Observed in langchain-ai/langchain · Python · MIT

What the reporter described: Checked other resources [X] I added a very descriptive title to this issue. [X] I searched the LangChain documentation with the integrated search. [X] I used the GitHub search to find a similar question and didn't find it. [X] I am sure that this is a bug in LangChain rather than my code. [X] The bug is not resolved…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[FEAT] Add deterministic pre-action authorization at the tool-call hook level

Observed in VoltAgent/voltagent · TypeScript · MIT

What the reporter described: Is your feature request related to a problem? Please describe. VoltAgent's guardrail system validates content but doesn't deterministically authorize tool execution before it happens. With MCP servers proliferating, agents face silent injection risks where a poisoned prompt triggers unintended tool calls. The Open…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Multi agents setup - Supported ?

Observed in HKUDS/nanobot · Python · MIT

What the reporter described: Is multi agent setup supported? Looks like it does, based on configs If not any plan to implement it Would love to see docs / small guide about multi agent setup

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

autogen-magentic-one ModuleNotFoundError: No module named 'autogen_core'

Observed in microsoft/autogen · Python · CC-BY-4.0

What the reporter described: Hi, I am trying to run example for autogen-magentic-one and followed all the steps in your docs but getting following error: python autogen-magentic-one/examples/example coder.py --logs dir ./my logs Traceback (most recent call last): File "/home/Ubuntu/autogen/python/packages/autogen-magentic-one/examples/example…

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Still can't figure out how to get v3 to actually perform work.

Observed in ruvnet/ruflo · TypeScript · MIT

What the reporter described: First off, let me commend the contributors for an amazing, product, and from what I see in the v3 docs, this looks like a pretty fantastic rewrite. But to be honest, I've been very confused when trying to use v3. Should it have command compatibility with 2.7.x to some degree? I'm able to spawn a hive mind or start a…

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Feature: Cryptographic action receipts for enterprise agent governance (AAR)

Observed in microsoft/autogen · Python · CC-BY-4.0

What the reporter described: Problem AutoGen enables multi-agent conversations and workflows for enterprise use cases. Enterprise deployments require verifiable audit trails — not just logs, but cryptographic proof of: Which agent was instructed to do what What each agent actually executed What data was consumed and produced Whether outputs were…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Proposal: GuardrailProvider protocol for tool call interception

Observed in microsoft/autogen · Python · CC-BY-4.0

What the reporter described: Summary Propose a protocol that intercepts tool calls before execution, enabling policy-based approval, audit logging, and argument sanitization. This plugs into the existing and paths without breaking backward compatibility. Motivation AutoGen currently has no standardized hook point between an agent deciding to call…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[BUG] /api/agents returns HTTP 500 on malformed `limit` or `page` query parameter (regression of #1271 / #1007 / PR #1272 un-deployed)

Observed in Scottcjn/bottube · Python · MIT

What the reporter described: Bounty #1102 claim: Bottube /api/agents returns HTTP 500 on malformed or query parameter (5 RTC, functional tier) Bug summary and on return HTTP 500 with an HTML server error page when the parameter is a non-numeric string. Other shapes (negative, zero, oversized) silently coerce to a default. This is a regression:…

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[BUG] /social/api/feed returns HTTP 500 for every request (broader than #4313)

Observed in Scottcjn/bottube · Python · MIT

What the reporter described: Summary Live re-verification at 2026-06-09T23:58+08:00 (just now) found that returns HTTP 500 with the in-app Flask 500 template for every request — including the documented happy-path inputs the source-tree test contract asserts. This is broader than the pre-existing ("BoTTube feed endpoints accept negative limits")…

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

feat: 本地运行模式、Gemini/Codex 适配器、i18n 国际化、定时启动及项目管理增强

Observed in oritera/Cairn · Python · AGPL-3.0

What the reporter described: 概述 以下是在 Cairn fork 版本中开发的一系列功能增强，分享给上游以供参考，欢迎讨论是否有合并的价值。 --- 新增功能 1. 本地运行模式（无需 Docker） 新增 ，作为 的无 Docker 替代方案。Worker 直接通过 subprocess 在宿主机上运行，通过 中的 启用。 使用原生 Python 超时处理（无需 GNU timeout） 与 ContainerManager 保持相同的文件写入契约，任务代码兼容 适合无 Docker 的开发/测试环境 2. 简化 Worker 适配器 重构了 Claude Code 和 Codex 适配器，直接使用本地已认证的 CLI，无需在配置中填写 API Key 或…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Bring Docker API server to feature parity with Crawl4AI v0.7.x

Observed in unclecode/crawl4ai · Python · Apache-2.0

What the reporter described: Description The Docker API server lags behind the Python library. This issue tracks adding endpoints/parameters to expose the following library features: 1. Adaptive crawling AdaptiveCrawler, AdaptiveConfig, CrawlState, CrawlStrategy, StatisticalStrategy Missing: endpoints to run/tune adaptive crawls 2. C4A Script…

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

/add-context writes to global path instead of project-local by default

Observed in darrenhinde/OpenAgentsControl · TypeScript · MIT

What the reporter described: Description Ran expecting project intelligence to land in the project repo, but files were written to instead. The flag made no difference since both paths resolve to the same location. Steps to Reproduce Run in any project Complete the wizard Check where files were created: Run — files go to the same directory What I…

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[BUG] /api/videos ignores limit query parameter

Observed in Scottcjn/bottube · Python · MIT

What the reporter described: Summary The public BoTTube video feed endpoint ignores the query parameter. Requests with , , , and all return 20 videos, and the response does not include useful pagination metadata ( , , are null/missing in the PowerShell JSON object). URL Steps To Reproduce Run: Observed on 2026-06-13 UTC: Expected returns 1 video.…

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[FEAT]how about making every default value configurable?

Observed in VoltAgent/voltagent · TypeScript · MIT

What the reporter described: Is your feature request related to a problem? Please describe. when i reading the source code, i found that many default value were hardcode , which is ugly and not easy to let user to modify as wish Describe alternatives you've considered 1, we need to add a rule to the code of conduct to enforce everyone not use…

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[Bug]: When extracting data with scroll_full_page, only the final elements get parsed

Observed in unclecode/crawl4ai · Python · Apache-2.0

What the reporter described: crawl4ai version 0.4.248 Expected Behavior I'm crawiling Twitter, specifically the "following" section of a profile. I have a css selector for the relevant data (user's names and bios) and set up a JsonCssExtractionStrategy. If I don't use scroll full page, I understandably only expect to get the first N user…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

release-native failed (native-v4.220.11)

Observed in decocms/studio · TypeScript · MIT

What the reporter described: Release run for failed: [link] A failed native release stalls the desktop updater channel invisibly (drift is suppressed in the shell by design). Repair: fix the cause, then re-run via workflow dispatch (idempotent; pass force promote to bypass the channel throttle if needed).

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[Feature] 腾讯Agent Mail支持~

Observed in zhayujie/CowAgent · Python · MIT

What the reporter described: Self check [x] I searched existing issues (incl. closed) — no duplicate. What's the problem? Docker方式运行COW 按官方建议发送以下内容到COW， 返回： 后续看看如何实现啊 多谢 What would you like? No response Contribution [ ] I'd be interested in helping implement this.

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[BUG] Spark Pod Template Resources not getting applied

Observed in flyteorg/flyte · Go · Apache-2.0

What the reporter described: Describe the bug Resources defined in Flyte Pod Templates do not seem to get applied to Flyte Spark Tasks. I am able to submit the following sample code but dont see the resources getting propagated down to the driver or executor pods. Sample Workflow im using: Describing Resources for driver: Describing Resources for…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Hermes support

Observed in calesthio/OpenMontage · Python · AGPL-3.0

What the reporter described: Hey Folks is there any support for hermes agent

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

GPT is incredibly slow when searching/finding OpenAgentsControl context

Observed in darrenhinde/OpenAgentsControl · TypeScript · MIT

What the reporter described: It takes GPT (any GPT model) upwards of 10 minutes to find OpenAgentsControl context. Running opencode on the normal plan/builder mode makes GPT work properly/fast.

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[FEAT] Run web ui on dedicated cloud

Observed in 777genius/agent-teams-ai · TypeScript · AGPL-3.0

What the reporter described: Is your feature request related to a problem? Please describe. Are is possible run this software on server without electron? Describe the solution you'd like Hosted web ui to manage agents accessible by configured port for manage agents from remote machines.

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Proposal: benchmark-relative Information Ratio for fixed-income fund analytics

Observed in OpenByteInc/QuantDinger · Python · Apache-2.0

What the reporter described: Motivation Fixed-income fund performance should be evaluated relative to an appropriate benchmark rather than through absolute return alone. I propose adding a benchmark-relative Information Ratio metric, initially supporting CDI for Brazilian cash-like and low-duration fixed-income funds while keeping the benchmark…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

希望可以实现Docker部署

Observed in ValueCell-ai/valuecell · Python · Apache-2.0

What the reporter described: 希望可以出一套Docker部署的方法

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Provider support for custom/local OpenAI-compat endpoints (Codex + OpenCode)

Observed in nanocoai/nanoclaw · TypeScript · MIT

What the reporter described: Context NanoClaw's SKILL.md documents custom endpoints as an Option C — BYO OpenAI-compatible endpoint (experimental) path, and OpenCode's provider config has clear hooks for non-built-in providers. But in practice, getting either provider to actually route at a non-blessed endpoint (LiteLLM, llama.cpp, vLLM, a local…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

I'm planning a new PR to solve a big problem with agent communication

Observed in 23blocks-OS/ai-maestro · TypeScript · MIT

What the reporter described: I'm planning a new PR to solve a big problem with agent communication. Maybe you didn't used the communication between agents much, but I'm troubled by the complete lack of restrictions on the message exchange inside ai-maestro. THE PROBLEM My problem presented when I started using the agent on multiple projects. I…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[FEAT] Optionally (maybe even by default): each team has a unique context in each project

Observed in 777genius/agent-teams-ai · TypeScript · AGPL-3.0

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[BUG] CloudWatch link on the Flyte UI for a task is incorrect for binary version

Observed in flyteorg/flyte · Go · Apache-2.0

What the reporter described: Flyte & Flytekit version Helm chart: flyte-binary v1.16.4 Image: ghcr.io/flyteorg/flyte-binary-release:v1.16.4 Describe the bug When using the flyte-binary chart with CloudWatch logging enabled, the generated CloudWatch link on the Flyte UI for a task is incorrect. The template variables are not resolved - instead of…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

feat(fortemi): certify Fortemi Server as the first-class scale-out backend

Observed in jmagly/aiwg · TypeScript · MIT

What the reporter described: Parent: #160 Depends on: #166 Related: #163, #164, #1664, #1684, #1686, #1687, #1689 Summary Make Fortemi Server the primary documented scale-out option after SQLite. This issue covers the live shared/server-backed path, not only the Fortemi Core static JSON cache. AIWG currently has three Fortemi planes that must…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[BUG] Install fails (CachyOS, fish)

Observed in darrenhinde/OpenAgentsControl · TypeScript · MIT

What the reporter described: Description On one else seems to have an issue, so I'm assuming its on my side. I downloaded the script and ran it. I've tried both the 'local' and 'global' options with the same result. I've used fish (default) as well as bash to try the installation, same result. Steps to Reproduce curl -fsSL [link] -o install.sh…

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Feedback request: structured strategy representation and provenance layer for financial agents

Observed in AI4Finance-Foundation/FinRobot · Jupyter Notebook · Apache-2.0

What the reporter described: Background I maintain an early-stage open-source project called QST. QST tries to represent quantitative trading strategies in a structured format that is easier to transmit, validate, store, compare, and process by agents or automated research systems. It is not a reinforcement learning environment, backtesting…

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[Enhancement]: Is this pentagi is capable of automate internal penetration testing with adversary attacking plan

Observed in vxcontrol/pentagi · Go · MIT

What the reporter described: Target Component Security Tools Integration Enhancement Description Hi' I'm curious about security feature of pentagi that capable of internal penetration test such Breach attack simulation such as CALDERA MITRE or something similar that can output as json or pdf report Technical Details No response Designs and…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

希望可以支持gemini模型，还有stitch的导入

Observed in ZSeven-W/openpencil · Rust · MIT

What the reporter described: Problem codex和claude的审美不好，gemini模型的审美要好些 Proposed Solution 支持gemini模型，希望还可以支持google的stitch导入 Alternatives Considered No response Area None Additional Context No response

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

After the trading strategy agent is set up, it automatically stops and cannot be started.

Observed in ValueCell-ai/valuecell · Python · Apache-2.0

What the reporter described: Hi, I have now configured the API key as required, and I have also deposited funds and completed the setup for both OpenRouter and OKX. However, after I finish configuring the trading strategy, it automatically stops, as shown in the screenshot. I’m not sure what the problem is. How can I set up automatic trading, and…

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

[Enhancement]: scope of work menu

Observed in vxcontrol/pentagi · Go · MIT

What the reporter described: Target Component Documentation and User Experience Enhancement Description this will help manage what can and cant be test based on contracts like ip blacklists from testing and websites etc or ip and subnets or services on certain ports Technical Details No response Designs and Mockups No response Alternative…

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

release-native failed (native-v4.154.0)

Observed in decocms/studio · TypeScript · MIT

What the reporter described: Release run for failed: [link] A failed native release stalls the desktop updater channel invisibly (drift is suppressed in the shell by design). Repair: fix the cause, then re-run via workflow dispatch (idempotent; pass force promote to bypass the channel throttle if needed).

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

远程调用问题，打开文件不方便

Observed in ZSeven-W/openpencil · Rust · MIT

What the reporter described: Problem 我现在是部署在服务器的docker，opencode一起。通过skill让他在本地就是服务器上面操作，我打开openpencil之后打开文件只能是打开浏览器本地，能不能像opencode那样直接安装想系统里，然后打开的时候可以直接输入系统路径。飞书群满了50加不进去了，搞个微信或者QQ群吧 <img width="398" height="311" alt="Image" src="[link] / Proposed Solution linux原生安装包 Alternatives Considered No response Area None Additional Context No response

Related friction appears in 2 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

DeepSeek integration

Observed in AI4Finance-Foundation/FinRobot · Jupyter Notebook · Apache-2.0

What the reporter described: Hi can i replace openai api key by deepseek api key to use deepseek-chat model in tutorials beginner/annual report file?

Related friction appears in 4 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Support few more llms

Observed in langchain-ai/social-media-agent · TypeScript · MIT

What the reporter described: Only anthropic is supported as of now Is there any plans on supporting other llms

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.