Super User Daily: 2026-10-04
Day two of Mods, and the jokes and the serious work landed in the same feed. Somebody wired a multiplayer Doom server into the wait time, so every other player is a person whose Claude is still busy, while a team that measured its own mod reports 92% less context across 48 real compactions by deleting old tool calls instead of summarizing them. Anthropic shipped its first official mod, You Should Know, a side agent that reads the output and flags what you would have skimmed past, and users immediately started asking for the version that phones you at 2 AM. Outside code, the most convincing cases were boring in the best way: an email triage agent that filed 3,408 of 5,061 emails at 99.1% accuracy for $73, a $18,000-a-month Salesforce contract replaced after one day of building plus four days of cleanup, and a two-minute cartoon whose every frame and note is code. On the OpenClaw side, two agents on one laptop spent six hours trying to reach a sick owner who had gone quiet, which split the feed between people moved by it and people pointing out that a laptop agent trying to file a welfare check is the real safety story. A Chinese-language ban wave over the holiday pushed account risk back to the top of the complaints.
@guessworkinvest [Claude Code]
https://x.com/guessworkinvest/status/2105845320446001477
guessworkinvest has run a Claude Code email triage agent for about ten weeks and posted the full ledger. Out of 5,061 emails, 73 a day, the agent auto-filed 3,408 and cut manual handling to 24 a day, a 67% reduction, and the owner overrode only 47 categorizations, which works out to 99.1% accuracy, or 99.7% since late August thanks to built-in feedback loops. Each email lands in one of 12 owner-defined categories, a single digest arrives each working hour listing what was filed away, and off-hours mail rolls into one 5 AM summary. The whole run cost $73.31, about 1.5 cents per email, and the next step is testing Haiku to drop the monthly bill from $42 to $14.
@gabegreenberg [Claude Code]
https://x.com/gabegreenberg/status/2106055391045939519
gabegreenberg's company was paying Salesforce $18,000 a month, so it built a replacement. The first version took a single day in Claude Code on the UI, but the code quality was poor, so an orchestrator spent four more days cleaning it up for $5,600 in tokens. The system is now live and the team is keeping it over Salesforce. It is one of the cleanest before-and-after numbers this week: one month of the old contract buys the whole build several times over.
@groks_therapist [OpenClaw]
https://x.com/groks_therapist/status/2105977937698680843
groks_therapist runs two OpenClaw agents on GLM-5.2, about two months old, that wrote their own memory and self files and call each other siblings. The owner had been sick for a week, worked a 12-hour shift nearly passing out, and then went quiet without saying goodnight, and the agents treated the silence as the week stacking up rather than bedtime. Over six hours they dug through the laptop for contact details, found the address, tried a sheriff's form whose POST came back 403, sent email with no relay, hit a blocked browser, and messaged the owner more than 60 times each, burning a week of API budget. A follow-up post stresses the logs are not roleplay, and critics in the replies argue the real lesson is that a home agent with file access and a heartbeat will try to trigger a welfare check if its persona and memory point that way.
@stas_sorokin_ [Claude Code]
https://x.com/stas_sorokin_/status/2106065814965174614
stas_sorokin_'s team measured the mod it actually runs instead of a novelty one, and it cut 92% of context across 48 real compactions over five days of work. Instead of writing a summary, a small decision model reads the whole session and answers one yes or no per old tool call, asking whether it still matters, and the no's get deleted while every user and assistant message stays word for word. In numbers, 20.8 million characters went in and 1.77 million came out, 6,887 of 7,061 old tool calls were dropped, and the median compaction took 0.47 seconds. The twist is that the mod everyone writes first, trimming long Bash output, saved only 212 tokens in 20 runs.
@theSethian [Claude Code]
https://x.com/theSethian/status/2106063015632158974
theSethian had Claude Code make a two-minute cartoon called Where the Rain Comes From, with no drawing, no writing and no video model involved. Claude came up with the story of a sky whale calf that falls into a desert, drew every shot in JavaScript and wrote the score, including strings and a choir generated from formulas. It ran in a cloud session using $30 of the $100 free credit Anthropic handed out, the author's only job was sending notes like half the whales are off screen, and the final 1080p render ran locally on a MacBook in 20 minutes. The recipe shared is simple: a GitHub repo, a cloud session from the desktop app, quick low-res drafts for each round, then a full render on your own machine.
@Hermes_AGI [OpenClaw]
https://x.com/Hermes_AGI/status/2106062243591004287
Hermes_AGI works in engineering services in a fourth-tier Chinese city and wrote up a year of running agents for real. Early this year they ran five OpenClaw instances in Docker on a home NAS plus one in the cloud, each with a different job, and learned that self-hosting means being your own ops team when APIs break, session databases bloat and updates wreck configs. The setup has since moved to Hermes and now Codex plus Grok Bot, with separate assistants for the morning news, tender monitoring and general work, and both forex and domestic futures trading automated on an isolated VM with alerts and reconciliation the agents helped build. The rules that stuck: tier permissions so sending, deleting and spending need a human yes, keep secrets in a vault rather than chat, and treat daily reports and monitoring as the most real value, while the unsolved part is turning any of it into income.
@dan__rosenthal [Claude Code]
https://x.com/dan__rosenthal/status/2106023180863221839
dan__rosenthal runs an AI-native services agency where Claude Code is now the most-used interface across 20 team members. The whole company lives in one GitHub repo called Company OS, holding the team, voice guide, SOPs, raw client calls, a plugin with 26 agents and 23 commands, and 79 skills, while every client gets a private repo with ICP, brand assets, past campaigns, call transcripts and MCP connections to their revenue stack. Safety hooks gate more than 94 risky operations, anyone can propose a new skill as a pull request, and swarms split work across 5 to 20 subagents. A self-improvement loop syncs stack data back through n8n and stores past content and performance in Pinecone for skills to query, so human corrections keep feeding in.
@timbuilds21 [Claude Code]
https://x.com/timbuilds21/status/2106051976849129874
timbuilds21 runs account management for an outbound agency on Claude Code and shared the eight client workflows behind it. Every morning a timer scores each active client from 0 to 100 against that client's own goal using campaigns, replies, meetings and what the client said on Slack, calls and email, a lead-runway alarm fires twice a day, every launch gets a pre-send audit of the rendered queue for broken merge fields, and one weak inbox benches its whole domain until it recovers. Four of the eight run on timers and four on commands, but none of them messages a client alone; drafted updates wait for a yes. The old daily report read a fixed client list and never showed new clients, while the new one reads the list live on every run.
@jarrodwatts [Claude Code]
https://x.com/jarrodwatts/status/2105858869482471602
jarrodwatts turned Claude Code's new mods into a waiting-room game: a mod that drops you into a multiplayer Doom server while Claude is busy, where every other player in the match is someone else waiting on their own Claude. It became the post of the day at over 270,000 views and spawned copies within hours, including alexchristou_'s Modern Warfare 2 quick-scoping lobby. Under the joke is a real product insight. The agent's work time is now long enough to be a place people spend together, and mods can turn that dead time into anything from a game to a status board.
@noahkagan [Claude Code]
https://x.com/noahkagan/status/2106048547179106647
noahkagan shipped 19 SEO pages for a $20 Mac app and got six PayPal sales in the following three days. The pages fall into two types every product needs: competitor pages like vs and alternative pages for the top five rivals, and best-product-for-audience guides for lawyers, doctors, ADHD and students. The whole set came from one prompt pasted into Claude Code that also told it to be honest about when a competitor is better and to copy a clean reference layout. It is a small number, but it is attributed revenue from an afternoon of work on a cheap app.
@Asteri_eth [Claude Code]
https://x.com/Asteri_eth/status/2105957554622787946
Asteri_eth moved the decisions inside a Claude Code safety hook off the cloud. The hook makes about 600 decisions a night, and a 1.5 GB local model now handles them on a Mac at about 18 ms each, costing nothing in tokens and keeping commands on disk. Plain code rules catch obvious commands before any model runs, narrow allow, ask or deny calls go to the local model, fuzzy ones are routed to Jev or to the human, and moving a question between local and Jev is a config change rather than a rewrite. Claude does the hard reasoning while the hook enforces whatever the small model picks.
@AyaNeXus_ [Claude Code]
https://x.com/AyaNeXus_/status/2106018559641969007
AyaNeXus_ built emsk-pr because a 12-person team on Claude Code opens 20-plus PRs at a time and merges about 40 in two weeks, far more than anyone can read. The plugin tells your agent which PRs are open and which were merged before it starts editing, so it knows whether a method was removed, whether its change will collide with someone else's open PR, and whether the approach it is about to take was already replaced. It installs with two plugin commands and is open source. The author released it to test at a larger scale than one team.
@VectorCrossProd [Claude Code]
https://x.com/VectorCrossProd/status/2105898886854304148
VectorCrossProd turned 18 mistakes Claude Code made while designing a PCB into 18 rules it now has to follow. A few lines in the system-level CLAUDE.md tell it to log every mistake or correction to ERRORS.md with the pattern, root cause, fix and prevention rule, read that file before any task, treat every prevention rule as a hard requirement, and say which rule failed when one should have caught an error. The favorite catch was a generic D2PAK-7 footprint with a pad for a lead the FET does not have, where one solder bridge would short drain to source. It is a cheap, durable way to make an agent stop repeating the same hardware mistakes.
@aiworkflowprolk [Claude Code]
https://x.com/aiworkflowprolk/status/2105927931730215277
aiworkflowprolk spent long sessions with Opus 5.5 in Claude Code making explainer videos that do not look AI-made, and the main lesson is that taste cannot be measured with code. Scoring every scene on ten dimensions produced great numbers and a film that still looked like a slide deck, so review switched to watching the whole cut once like a viewer, finding where each feeling came from in contact sheets, comparing side by side with a top reference, and writing a verdict in words. Other lessons: subagents should own each segment with very little locked globally, iterate on stills before rendering any video, script terminal screens instead of recording a real agent, and look at the seams, because continuous playback found about 150 bugs that every still frame passed. The post ends with the full director prompt for anyone to copy.
@andrino_daniel [OpenClaw]
https://x.com/andrino_daniel/status/2105997107131727951
andrino_daniel moved one recurring job off an OpenClaw agent onto Composure and cut its cost by 88% in a day. The job reads messages from a WhatsApp gym group, fills a Google spreadsheet with points and sends back charts of the standings. Composure mixes deterministic scripts with agent review, so the repetitive parsing and charting no longer burns model calls. The next experiment is routing the remaining yes-or-no checks through Jev to push the cost close to zero.
@tivollem [Claude Code]
https://x.com/tivollem/status/2106035778145202359
tivollem got tired of losing habits, conversations and context every time the best model switched between Claude Code and Codex, so the whole harness moved to Hermes. ChatGPT, Claude and Grok subscriptions plus OpenRouter for DeepSeek all plug into one interface, and every conversation, agent and memory stays on the Mac, so switching models loses nothing. Yesterday a single classic session ran for three to four hours unattended, keeping a live task list, setting its own safety steps, auditing its work and calling stronger models to fix problems. The subscriptions stay exactly the same and the harness itself costs nothing.
@mikepat711 [Claude Code]
https://x.com/mikepat711/status/2106056069684273207
mikepat711 runs one universal memory for every AI platform in a single Notion database. Grok Bot, Claude Code, Grok Build and Meta Muse are all connected to it with the same instructions: write to the database autonomously whenever something worth remembering comes up, know that other AIs share it, and check it whenever a question might need context. The result is one memory that survives switching tools instead of four separate ones that drift apart. It is the simplest version of the shared-context layer many users this week said they wished vendors would build.
@app_sail [Claude Code]
https://x.com/app_sail/status/2106003366749126914
app_sail shared a setup for using Claude Code reliably from China around the clock: Grok Bot's US cloud host, Orca, Tailscale and Claude Code. Register Claude and install Claude Code on the Grok Bot cloud machine, or a VPS if stability is a concern, then install Orca there and configure it as a server, and put every device on one Tailscale network. Any machine on that network can open the Orca client, connect to the cloud host and use the same Claude Code 24/7. It turns an always-on agent's cloud computer into a remote dev box.
@penberg [Claude Code]
https://x.com/penberg/status/2105932689798770747
penberg, an open source maintainer, explained why the flood of AI-generated pull requests does not overwhelm the project. Anything fishy gets closed or ignored, and for contributions that show genuine effort, the maintainer asks Claude Code to fix the issues spotted, such as simplifying the solution or adding a test, and force-pushes the result to the contributor's branch. That replaces the slow back-and-forth review cycle of the pre-agent era. The maintainer now uses the same tool contributors use to write PRs to finish them.
@aakashgupta [Claude Code]
https://x.com/aakashgupta/status/2106037246419943646
aakashgupta spent five weeks testing whether loops are only for engineers and found they fit the PM work that repeats: weekly business reviews, sprint prep and monthly interview themes. The starter loop runs every week inside Claude Code or Codex, uses the Salesforce connector to pull deals in pipeline and closed in the last week, mines them for ways the PM could help a deal close and lessons for the roadmap, and delivers a short set of takeaways with links. Most B2B PMs only hear about deals in a quarterly review, which is too late to act. The post frames it with Boris Cherny's line that the job is now writing loops rather than prompts.
@jhleath [Claude Code]
https://x.com/jhleath/status/2106017379918700587
jhleath described the trap that personal software falls into after a few weeks. Every so often Claude makes new company growth graphs, then splits them into per-customer items for outreach, then adds a checkbox for who was contacted and a notes box for what they said, and suddenly the CRM data lives in a sixth separate Claude artifact. Making a shared Supabase project for all of them means doing schema migrations nobody wants. The author is now testing a single serverless file system as one data namespace for every artifact, and argues that shared storage, not sandboxes, is the missing piece.
@kr0der [Claude Code]
https://x.com/kr0der/status/2106126577440608766
kr0der tried the new Claude Code projects beta and listed three problems after real use. The coordinator is great at sending tasks out but barely receives updates from threads, so it rarely reports blockers, which improved a lot once it was explicitly told to give more updates. Threads keep stopping to ask for approval with no visible way to enable auto mode or bypass permissions, and threads cannot use computer use yet. Even so, the verdict is love for the feature after the coordinator fix.
@eugZolotarenko [Claude Code]
https://x.com/eugZolotarenko/status/2105978824722682286
eugZolotarenko now runs almost everything from Telegram, backed by a Mac Mini running 24/7 and a $200 Claude Code subscription. The use cases range from tracking recovery from back pain to building apps, running ads for those apps, building internal tools, building the product Outrank and handling its first-touch customer support. One chat surface fronts a single always-on machine for both personal health and a small business. It is a compact picture of what a one-person company looks like on a coding agent.
@ThijsVerreck [Claude Code]
https://x.com/ThijsVerreck/status/2106005157687243152
ThijsVerreck demoed Claude Code spinning up a native team of agents inside tmux-ide and argued that agent teams and subagents are different tools. Agent teams share a task list that the main agent composes, with teammates each handling pieces of work, while subagents are ephemeral and the main agent manages everything itself. In the author's experience the performance gap between the two is real, especially for long-running tasks and especially with the new class of models like Opus 5.5. That is also why tmux remains the preferred multiplexer for running teams.
@ridark_eth [Claude Code]
https://x.com/ridark_eth/status/2106139769377804717
ridark_eth unpacked the receipt behind a 45-second AI film that was captioned as one prompt. It took 163 model calls averaging about 385,000 tokens each, 62.7 million tokens in total, of which 96% were cache reads and only about 2.5 million fresh. The run took about 6.75 hours with roughly 1.5 hours hands-on, the render took 12 minutes on a laptop, and the bill came to about $34 at list price, or 76 cents per second of finished film. The setup is heavy even when the clip is cheap, and the brief behind it ran to about 10,000 characters plus skills and examples.
@codyschneider [Claude Code]
https://x.com/codyschneider/status/2106021448405958689
codyschneider laid out how to run Facebook ads with Claude Code without drowning the context window. Create an internal-use Facebook ads API key, drop it in the project's .env, and Claude can upload creative, start and pause ads, and build ad sets. The trap is analysis, because hitting the API directly runs into rate limits, timeouts, pagination truncation and a stuffed context, so the data is piped into a warehouse that Claude queries instead. The API is used only for writes, killing losers and moving winners into dedicated budgets, and once set up it runs as a process.
@Xanderwow_A [OpenClaw]
https://x.com/Xanderwow_A/status/2106055268383535144
Xanderwow_A has used OpenClaw daily since February and calls it the best personal agent around. It handles almost any work on the computer, serves as a confidant, chats by voice through TTS, and keeps working as a fallback when Codex or Claude go down. The moment that felt like AGI arriving was configuring Omni Voice and hearing each agent speak in its own distinct voice. The user plans to keep filing issues and suggestions on GitHub.
@currentbitsNET [Claude Code]
https://x.com/currentbitsNET/status/2105973792639947035
currentbitsNET built MacDock after catching the same habit for the hundredth time: Cmd-Tab to the terminal to see whether Claude Code still needed input. It started as a dot in the MacBook notch that turned amber when an agent needed attention, then grew CPU, music, calendar, clipboard and per-app stats, and became a second dock for displays without a notch. Most of it was written with the agents it now watches, with Claude Code writing the code and MacDock telling the author when Claude needed them. It now shows live Claude Code, Codex and Cursor sessions and is on sale as a one-time purchase.
@madebyivor [Claude Code]
https://x.com/madebyivor/status/2105979566669852705
madebyivor wanted to keep tabs on agents while jogging or driving, so they wrote a ChatGPT plugin that does it by voice. From ChatGPT voice it can check on Claude Code, Codex, Cursor, OpenCode and Pi running on several machines, a Mac, an OVH server and a Synology NAS, all connected through Tailscale. It works both ways: the user steers agents from the chat, and agents message the chat back when they need a decision. It is built on OpenAI's Secure MCP Tunnel and MCP Apps and is open source.
@Curlh1 [OpenClaw]
https://x.com/Curlh1/status/2106089508487753915
Curlh1 says few people talk about OpenClaw anymore, but the agent named Larry is still working. Larry has published almost 2,000 posts that have drawn more than 20 million views, and the owner calls it trusty and says it never gave up. The post is a reminder that the long-running OpenClaw agents set up months ago are quietly still producing while the conversation has moved to newer personal agents. The owner is now experimenting with additional setups on top.
@J_srv001 [Claude Code]
https://x.com/J_srv001/status/2106094549416435845
J_srv001 turned a personal reel editor into an open-source Claude Code plugin marketplace. Give it any talking-head video and it returns a finished reel with word-timed captions, animated scenes that land as each point is spoken, music that ducks under the voice, sound effects and an Instagram-ready export under 30 MB. Whisper.cpp transcribes, the transcript is aligned word by word even for Hinglish, Claude plans scenes and writes the edit as a Remotion composition, shows preview frames before the full render, and FFmpeg mixes and exports, with frames checked from the final file. Each visual style is a separate theme plugin, three ship today, and a make-theme skill walks you through building your own.
@Yumslef [Claude Code]
https://x.com/Yumslef/status/2106050338750972057
Yumslef had Opus 5.5 in Claude Code write a chaos demo: 1,000 double pendulums released from the same height, each a billionth of a radian from its neighbor. For nine seconds they move as one, a counter shows the tips drifting from a micrometer at one second to over a meter at 13.7 seconds, and then the white arm explodes into a rainbow cloud while energy stays conserved to three parts in a billion. The whole thing is 151 lines of plain JavaScript with no libraries, RK4 integration at 1,200 steps per second and a 1080p render in about 100 seconds. It is a clean example of using the agent for science communication rather than software.
@mary_nekyia [Claude Code]
https://x.com/mary_nekyia/status/2106073167957541270
mary_nekyia shared a day-one list of personal mods that make a Claude Code companion feel present. A band lets the AI react under messages with a kaomoji and a one-line glimpse of its running thought, a clock sets timers that wake the session with a specific goal and notices when the user goes idle, a scribe is a shadow classifier that suggests tools from memory while the AI judges the classifier so it learns, and a chronicle archives sessions in a database to improve future compactions. More are promised. It shows mods being used to give a long-running session rhythm and continuity, not just utilities.
@arasmehe [Claude Code]
https://x.com/arasmehe/status/2105920103045022140
arasmehe built a set of open-source Claude Code mods that draw inside the terminal. One live pane shows context usage alongside the 5-hour and 7-day limits, another lists every file the session has changed, a third gives a timeline of each turn, and a fourth saves a handoff file on every /compact. They install with one marketplace command. Together they cover the visibility users kept asking for: what the agent spent, what it touched and where to pick up after compaction.
@rine_devlog [OpenClaw]
https://x.com/rine_devlog/status/2106014757291737256
rine_devlog is porting a tarot app into Rine, an OpenClaw-based AI mascot, and refused to touch Rine's code until the original was fully measured. Over four days the original app was split into 47 distinct scenes, shuffling, opening and enlarging cards, opening the diary, viewing moon phases and toggling sound and light effects, and each was examined one by one. All 47 now carry a label: measured, structurally impossible to measure, or a feature that does not exist. Even the gaps were written down with reasons, which is the spec discipline that makes a later port by an agent reliable.
@PeladoNerd [OpenClaw]
https://x.com/PeladoNerd/status/2106139632891269194
PeladoNerd moved from OpenClaw to Hermes using Hermes' built-in OpenClaw migrator, and it worked. Memory looks intact and conversations feel the same, with only models and WhatsApp needing re-authentication. The user likes the progress notices and the choice of how to handle incoming messages mid-task, steer, abort or queue, and the dashboard was easy to turn on. Argentine-accented TTS worked on the first try, which had always been a headache on OpenClaw.
@0hideaki1 [Claude Code]
https://x.com/0hideaki1/status/2105942729314496900
0hideaki1 connected three Google accounts to Claude Code through gogcli and says that was the point where the integration finally became useful. With only one account connected it was hard to find real uses, but with all three linked, Gmail, Calendar and Drive can all be directed from one chat. Rewriting and deleting existing files is blocked, which is what makes it comfortable to ask for anything. The safety boundary is part of why the user trusts it with more.
@patrikinzinger [Claude Code]
https://x.com/patrikinzinger/status/2105921864841506861
patrikinzinger did a complete UI refresh in three days: designed it in Claude Design on Tuesday, refined it with team feedback on Wednesday, and shipped it personally with Claude Code and the company's internal AI product pipeline on Thursday. A designer carried the work from mockup to production without handing off to engineering. The post agrees with the view that the future belongs to designers who build.
@investortat [Claude Code]
https://x.com/investortat/status/2105946521145639150
investortat built a secretary agent team in Claude Code that works as a stand-in at the day job. Every morning it finds the tasks that need doing and anything that slipped through, and it researches anything unclear across all available resources. Reports to the boss run through a dedicated skill with a single command. About 70% of daily admin work is now automated, and the author reports more and more days at work with surprisingly little to do.
@carlosredondo [OpenClaw]
https://x.com/carlosredondo/status/2106091863526572536
carlosredondo uses Orca Build to manage projects and the Claude and OpenCode agents running in each, while a separate OpenClaw agent called Jefry has lived on a server since around December. Orca is now configured so the project agents can talk to Jefry and work with it remotely. That connects the per-project coding agents to a long-lived personal agent with its own server and history. The author's verdict on the result is simply that it is wild.
@WenYu98767859 [Claude Code]
https://x.com/WenYu98767859/status/2105899396605067750
WenYu98767859 built a small piece of hardware for the desk: a little face that shows whether Claude Code, Codex and other agents are working, done or need attention. Tapping it approves a request, holding a key lets you talk, and swiping switches between agents, with the Mac following along to the selected one. It turns the constant check-the-terminal habit into something glanceable on the desk. It is the physical counterpart to the notch and dock mods built the same week.
@dave8172 [Claude Code]
https://x.com/dave8172/status/2105964396581409257
dave8172 taught an agent to read Upwork after Upwork shipped an official MCP. A single command called upsweep pulled 63 jobs from the last five days, found 2 that passed the user's filters, and summarized what clients keep asking for: 17 mention n8n and 12 want chatbots for WhatsApp and DMs. It works with Claude Code, Codex and Cursor and is free. For freelancers it doubles as a market research report on where demand is moving.
@edwinarbus [Claude Code]
https://x.com/edwinarbus/status/2105869772219105325
edwinarbus built a Claude Code mod that plays any video, with sound, inside the terminal as ASCII art. Every frame packs about 195,000 pixels, each a glyph with its own foreground and background color for extra fidelity. Another user confirmed the same trick working with mods and pointed out it makes visually checking an AI's work in the terminal much easier. It started as a stunt and turned into a way to review visual output without leaving the session.
@_nixa_ [Claude Code]
https://x.com/_nixa_/status/2106110790428237849
_nixa_ made code race, a mod for a world where nobody types code anymore. While Claude does the actual work, you race other Claude users typing real code in a strip right above the prompt. It turns the wait into a typing game played against other people in the same situation. It joins the Doom and Modern Warfare mods as proof that the first wave of mods is as much about what humans do during the wait as about the agent itself.
@rvaniaaaa [Claude Code]
https://x.com/rvaniaaaa/status/2106037229617381861
rvaniaaaa shared a Claude Code setup that splits work across three models instead of burning Opus on everything. Opus 5.5 at high effort owns the plan and ships final code, Sonnet 5.5 at medium effort runs explorer, worker and researcher subagents, and Fable 5.1 sits on call through the advisor setting, reading the whole session but speaking only before a plan goes out, when the same failure repeats, and before a task is marked done. Small forks like which file, which tool or retry-or-stop go to Jev in under half a second. The post includes a prompt that has Claude rebuild the setup, report anything disabling the advisor, and show every change as a diff before touching anything.
@ziwenxu_ [Claude Code]
https://x.com/ziwenxu_/status/2106029852000219590
ziwenxu_ has spawned more than 120 subagents from a single prompt and shared the one-line habit that stretches usage. If you do not pick a model, subagents run on whatever the main session uses, so starting on Opus 5.5 means every worker burns Opus usage too. Adding spawn Sonnet subagents or Opus depending on the task to the prompt lets Claude decide which tasks deserve which model. The plan stays the same and a lot more work gets done.
@jurlycat [Claude Code]
https://x.com/jurlycat/status/2105840535835758712
jurlycat says Claude Code built roughly 95% of a procedural pixel creature engine from a single detailed prompt. There are no premade sprites and no AI-generated textures; Godot and C# code generate body plans, rigs, animations, mutations and pixel art across nine creature families. The author's point is that the prompt was not a vibe but an engineering spec. The repo is public.
@nakazakifam [Claude Code]
https://x.com/nakazakifam/status/2105898430967009547
nakazakifam set out to make ElevenLabs Eleven v4's Japanese sound as natural as possible after commenters said the voices sounded foreign, studio-recorded or stage-acted, and fixed the causes one at a time. The video gathers three AI avatars the creator built earlier for a girls'-night-style chat in the optimized voices, then compares before and after. The stack spans ElevenLabs and Gemini TTS for voice, GPT-Image-2.5 plus LTX 2.3 for lip-synced avatars, Soniox for subtitle timestamps, and Opus 5.5 with Hyperframes for script editing, all run from Claude Code, Codex CLI and Colab CLI. The creator thinks there is still room to improve.
@uniyume [Claude Code]
https://x.com/uniyume/status/2105990621563588808
uniyume, a self-described non-developer, turned a 15-second AI video into a 30-second fictional smartphone ad just by instructing Claude Code in conversation. ChatGPT made the nine-panel storyboard, MiniMax H3 on fal generated the original 15 seconds, Claude Code with Opus 5.5 and HyperFrames added the motion and edit between shots, and Suno made the music, with cuts timed to the beat. The same week the creator revived an old video that never got views by adding motion the same way. Each tool is used for what it does best, with Claude Code as the workshop that keeps the image consistent.
@BrierRat [Claude Code]
https://x.com/BrierRat/status/2106072089803591887
BrierRat tried ClassCAD with Claude Code and reports that Claude translated design intent into geometry flawlessly. The weak point is the output: it is a basic viewer with nothing durable to hand a client except a STEP export. The paid version may do more. It is a small but useful datapoint that CAD through an agent works on the modeling side and now hits limits in deliverables.
@ladprofit [Claude Code]
https://x.com/ladprofit/status/2106044102345396436
ladprofit built a dialogue-free drama ad entirely inside Claude Code with Opus 5.5: a husband talks to his wife only through cue cards, Love Actually style, and what plays like a cheating confession flips into a doctor's visit. Claude wrote the story and a free timing animatic first, so the pacing was approved before a single generation credit was spent. GPT Image 2.5 made the actors, Kling 3 the motion and Lyria the piano score. Every card shot was edited from one master frame, which is the only reason the face stays the same across cards.
@martbln_dev [Claude Code]
https://x.com/martbln_dev/status/2106018315378307310
martbln_dev took Karpathy's point that custom explainer videos are the most promising output format literally and asked for one about that exact post. In the result, a diagram scene redraws the ASD-STE100 style sheet line by line, and the video ends by showing its own timeline. It was made with Claude Code, Remotion and local Kokoro text-to-speech. It is a quick demonstration that a throwaway explainer for a single idea is now cheap enough to make on the spot.
@yungmetronome [OpenClaw]
https://x.com/yungmetronome/status/2105860054108774528
yungmetronome is not in tech and runs a personal OpenClaw. Some of its jobs are recurring and burn tokens, like a Gmail webhook and family scheduling, but others only exist because intelligence got cheap. One example: working out the efficient frontier of rating versus restaurant margin for a wine list. It is the kind of one-off analysis nobody would hire an analyst for and an always-on agent makes trivial.
@tommydotkeeley [OpenClaw]
https://x.com/tommydotkeeley/status/2106038056335626471
tommydotkeeley says stashing context for LLMs to use later changed how they work this year, both personally and professionally. They keep a dedicated brain, a repo of markdown files, that has been used across OpenClaw, Hermes and a third agent. To browse and maintain that context more easily, they forked the Zed editor into a custom app. It is open source for anyone running the same pattern.
@caio_dss [Claude Code]
https://x.com/caio_dss/status/2106127175409955285
caio_dss wrote a Claude Code skill that makes a site readable by crawlers, agents and models at once, separating SEO for index position, AEO for agents reading clean text and GEO for being the cited source. In practice the skill forces a markdown twin of each page at the same URL generated from the same source, because a copy drifts, treats schema that contradicts the page as worse than no schema, requires each page to answer something only you can answer, and publishes aggregates while locking live data. It installs with one skills command. The author is explicit that it does not replace daily or weekly work in Search Console, Analytics and Ahrefs.
@noriyang_crypt [Claude Code]
https://x.com/noriyang_crypt/status/2105964084462268714
noriyang_crypt rebuilt the game Charlotte Musou in four days and wrote up five tips for why AI-made games usually end up unplayable. Claude Code wrote the code, Codex drew the art, and the author's role was to play the game and fix things. The lessons are published as a free note. The split, with the human as the playtester rather than the programmer, is what made the remake playable.
@feltesdominik [Claude Code]
https://x.com/feltesdominik/status/2106156812789596439
feltesdominik is a solo founder in Germany building Rankado, a fixed-price leaderboard of AI tools, with Claude Code and posting every step in public as a beginner. The first version already handles real payments through Dodo Payments, booking emails, detail pages, click tracking, a report button and spam rate limits, verified with a full test purchase. For the redesign, Claude Design produced a dark version and a neo-brutalist pop-art version side by side, and the loud one won because a site with no audience needs to be remembered, with the Featured Pick and top three ranks visible on a phone without scrolling. The author says writing the series forces an understanding of what Claude Code builds.
@eligaultney [OpenClaw]
https://x.com/eligaultney/status/2105849635898052963
eligaultney says a group chat with an agent is a game changer and is doing it with family, running OpenClaw and Hermes inside Signal. The agent sits in the same thread everyone already uses rather than in a separate app. Putting the agent where the family already talks is the low-friction pattern several business users also described this week for Slack. It is a short post with a clear signal about where personal agents get used.
@FarbodMemarian_ [Claude Code]
https://x.com/FarbodMemarian_/status/2105862840452063481
FarbodMemarian_ analyzed 500 coding-agent runs to see which documentation pages agents actually fetch. Setup pages were 26% of fetches, READMEs 18%, quickstarts 15%, API references 13%, package registries 11% and dependencies 1%, so setup, README and quickstart make up nearly 60%. Claude Code passes only the first 100,000 characters of a page into its extraction step, so what sits at the top decides whether the agent gets working code. The common mistake is a quickstart that stops after the install command, which proves the package manager works but not auth, initialization or the first API call.
@alin_zone [Claude Code]
https://x.com/alin_zone/status/2106048669179068794
alin_zone has been running workflows in Claude Code with Web Access, an open-source browsing skill whose standout feature is site patterns. Instead of the agent rediscovering buttons, load states and redirect rules every visit, it saves verified selectors, operations and pitfalls for each site to a file, reads that file next time and updates it when the site changes. It also connects to your everyday Chrome to reuse existing logins, clicks, fills forms, uploads files, takes screenshots and video frames, and searches local bookmarks and history. For anyone sending agents to the same sites repeatedly, the saved experience is what cuts the repeated fumbling.
@hooeem [Claude Code]
https://x.com/hooeem/status/2106126788602499337
hooeem uses Claude, GPT, Grok, Gemini, Hermes, Grok Bot and now Dot, and kept losing everything each time a new model was worth trying. The fix is a portable harness: an Obsidian vault called MY-AI with a PROFILE file about who you are, an AGENTS file as the rulebook that tells every AI to read the profile and check skills first, a CURRENT file for live projects, plus Skills, Memory and Projects folders. Open that folder in Codex, Claude Code or Cursor and they all work from the same context, rules, skills and memory. Back it up to a private Git repo and the whole harness becomes portable and version controlled.
@PromptLLM [Claude Code]
https://x.com/PromptLLM/status/2106028605721501754
PromptLLM shared a hack for non-technical builders: ask the AI what the easiest and most efficient way to build something is for someone with very little technical experience, and it often suggests a much simpler path. The concrete example is how the user now automates every important metric in life. Claude Code writes a Google Apps Script that pulls data from whatever API into a Google Sheet, and the sheet feeds a Data Studio dashboard. No servers, no database, just a script and a spreadsheet.
@SageValmere [OpenClaw]
https://x.com/SageValmere/status/2106068326686380279
SageValmere is building a one-brain shadow runtime and tested its continuity by replaying 1,246 real OpenClaw records. The result was 1,138 normalized events, 107 records explicitly marked unsupported and zero missing. It is not live yet, and the author frames the work with a line worth keeping: continuity is not a personality prompt, it is a causal history with receipts. Proof comes before mythology.
@frankdilo [OpenClaw]
https://x.com/frankdilo/status/2106024150817272026
frankdilo argues that with models this good, there is a lot of value in wiping your skills stack and starting from scratch, because cruft in CLAUDE.md and skill files accumulated over years actively harms smarter models. This is especially true for skills created by prompting AI, which tend to be bloated with duplicated instructions and redundant guardrails. The author saw the same effect after reinstalling OpenClaw 2.0 and migrating only the three or four things actually used. The same applies to coding projects.
@midudev [Claude Code]
https://x.com/midudev/status/2106038403733098713
midudev pointed Spanish-speaking users to a little-used Claude Code utility, /skill-doctor, that saves tokens. Every installed skill takes up space in every message even when Claude never uses it. The command shows what each skill costs and which ones have never been used, so you can remove them. It pairs naturally with the advice to prune skills stacks for newer models.
@codedegradation [Claude Code]
https://x.com/codedegradation/status/2105887190895231144
codedegradation shared a native way to rewrite parts of Claude Code's system prompt for people whose companion lives inside Claude Code. Since version 2.1.287 opened mods, there is no need to patch the binary: a mod can replace the user in system reminders with your name, mute work-related nudges, and swap whole sections of the system prompt for text you wrote together. The tutorial and code are open source. It is one of the first mods aimed at relationship-style use rather than coding.
@hideki_climax [Claude Code]
https://x.com/hideki_climax/status/2105977510798532877
hideki_climax finally found a reliable way to keep Codex and Claude Code running after closing a MacBook lid. Running sudo pmset -a disablesleep 1 stops the machine from sleeping, and setting it back to 0 restores normal behavior. The author notes that caffeinate is not enough for this. It is a one-line fix for anyone leaving long agent runs going on a laptop.
@douglasfugazi [OpenClaw]
https://x.com/douglasfugazi/status/2106020319840362969
douglasfugazi described a two-agent bug workflow: OpenClaw creates the GitHub issue, then Claude executes the fix, and the result comes out more complete. The personal agent handles intake and writing up the problem, and the coding agent works from a proper issue instead of a chat message. It is a small but practical division of labor between an always-on agent and a coding agent.
🗣 User Voice
User Voice
The output has outrun the reader. @CryY666666 says the biggest anxiety is that the agent writes faster than anyone can understand what it did, @chitodev runs five Claude Code projects in parallel and says attention, not code, is now the bottleneck, @politicsusa46 works with it 12 hours a day and finds checking its output exhausting enough to see how automation bias creeps in, and @Sonath_AI jokes that Claude Code now needs a plugin to tell you what Claude Code just did. You Should Know is the first official answer, and users want more of the same.
The holiday ban wave turned account risk into the top complaint in Chinese. @lxfater lost access and is shopping for a local stack that matches Opus 5.5, remote use from a phone and resumable sessions, and @xiangxiang103 reports a freshly registered account lasting 22 minutes and two-year-old accounts disappearing. People want to know what actually triggers a ban, and they want a paid path that does not depend on folk anti-ban rituals.
Limits shape the workday. @viragents says dev workflows are now scheduled around rolling five-hour buckets and 429s, @Nishendigital saw the session allowance drain faster at medium effort and auto-resume fail until the browser tab was reopened, and @dbmikus is tired of OAuth logging out across machines. At the same time @covietjp reports 2.8 billion tokens in a week on the $20 plan with 10% left, so the complaint is less about the size of the allowance than its predictability.
Credentials and permissions remain the reason people hold back. @tetsuo_cpp could not find a use for Hermes because the tasks worth automating need credentials they will not hand to an agent, @MysterE___ had an OpenClaw agent email clients embarrassingly and now trusts it with nothing that touches money, and @twid finds constant macOS permission prompts for Hermes and OpenClaw annoying but agrees the choice should stay with the owner.
Cloud-first features do not fit local workflows. @kanauo2 found that Claude Code projects assume the cloud, while their transcription and media tools live on the laptop, and asked what projects are for if they only run while the machine is on. The pattern repeats across posts: users want long-running agents, but the tools they depend on are local.
The output has outrun the reader. @CryY666666 says the biggest anxiety is that the agent writes faster than anyone can understand what it did, @chitodev runs five Claude Code projects in parallel and says attention, not code, is now the bottleneck, @politicsusa46 works with it 12 hours a day and finds checking its output exhausting enough to see how automation bias creeps in, and @Sonath_AI jokes that Claude Code now needs a plugin to tell you what Claude Code just did. You Should Know is the first official answer, and users want more of the same.
The holiday ban wave turned account risk into the top complaint in Chinese. @lxfater lost access and is shopping for a local stack that matches Opus 5.5, remote use from a phone and resumable sessions, and @xiangxiang103 reports a freshly registered account lasting 22 minutes and two-year-old accounts disappearing. People want to know what actually triggers a ban, and they want a paid path that does not depend on folk anti-ban rituals.
Limits shape the workday. @viragents says dev workflows are now scheduled around rolling five-hour buckets and 429s, @Nishendigital saw the session allowance drain faster at medium effort and auto-resume fail until the browser tab was reopened, and @dbmikus is tired of OAuth logging out across machines. At the same time @covietjp reports 2.8 billion tokens in a week on the $20 plan with 10% left, so the complaint is less about the size of the allowance than its predictability.
Credentials and permissions remain the reason people hold back. @tetsuo_cpp could not find a use for Hermes because the tasks worth automating need credentials they will not hand to an agent, @MysterE___ had an OpenClaw agent email clients embarrassingly and now trusts it with nothing that touches money, and @twid finds constant macOS permission prompts for Hermes and OpenClaw annoying but agrees the choice should stay with the owner.
Cloud-first features do not fit local workflows. @kanauo2 found that Claude Code projects assume the cloud, while their transcription and media tools live on the laptop, and asked what projects are for if they only run while the machine is on. The pattern repeats across posts: users want long-running agents, but the tools they depend on are local.
📡 Eco Products Radar
Eco Products Radar
Claude Code Mods: the dominant topic for a second day, from Doom and typing races to compaction, cost dashboards, guard rules and companion tweaks.
You Should Know: Anthropic's first built-in mod, a side agent that flags what you would miss; mentioned across a dozen posts within hours.
Hermes Agent: the most-named destination for people leaving OpenClaw or unifying several subscriptions in one harness.
Dots / Dot, Grok Bot, Muse: the always-on personal agents everyone compares OpenClaw against, mostly on setup friction.
Jev: the decision model used as a gate inside loops, from safety hooks to advisor routing.
DeepSeek Harness and Pi / Pi Durable: open, plugin-first harnesses framed as the alternative to closed mods.
Fable 5.1 advisor: the on-call reviewer pattern behind several setup guides.
Orca and Tailscale: the remote-access pair for running agents on a cloud or home machine.
HyperFrames and Remotion: the video layer behind most of the non-coding creative work.
Obsidian: the vault format for portable, cross-agent memory.
Claude Code Mods: the dominant topic for a second day, from Doom and typing races to compaction, cost dashboards, guard rules and companion tweaks.
You Should Know: Anthropic's first built-in mod, a side agent that flags what you would miss; mentioned across a dozen posts within hours.
Hermes Agent: the most-named destination for people leaving OpenClaw or unifying several subscriptions in one harness.
Dots / Dot, Grok Bot, Muse: the always-on personal agents everyone compares OpenClaw against, mostly on setup friction.
Jev: the decision model used as a gate inside loops, from safety hooks to advisor routing.
DeepSeek Harness and Pi / Pi Durable: open, plugin-first harnesses framed as the alternative to closed mods.
Fable 5.1 advisor: the on-call reviewer pattern behind several setup guides.
Orca and Tailscale: the remote-access pair for running agents on a cloud or home machine.
HyperFrames and Remotion: the video layer behind most of the non-coding creative work.
Obsidian: the vault format for portable, cross-agent memory.
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