CEREBRO
machine-read, human-curated
Coding agents & harnesses
- OKF Agent Memory: vendor-neutral, git-native persistent memory spec (OKF v0.2) so agent context survives across sessions instead of resetting with the window.
- everything-claude-code: hackathon-winner's full Claude Code config dump, agents/skills/hooks/commands built over 10+ months of daily use, raw material for stealing patterns.
- ECC: harness performance-optimization layer (skills, instincts, memory, security) spanning Claude Code, Codex, Opencode, Cursor, security warning to install only from official channels.
- ruflo: execution-layer harness bolted onto Claude Code/Codex adding 100+ specialized agents, swarm coordination, and self-learning memory, "agent = model + harness" framing worth stealing.
- Git-native memory for Cursor: pure-Go zero-dep MCP tool replacing bloated
.cursorrulesfiles with persistent git-backed memory. - humanlayer/skills: includes an
improve-claude-mdskill that rewrites CLAUDE.md using<important if>blocks for better instruction adherence, directly relevant to your own CLAUDE.md tuning. - shot-scraper video: new command records Playwright-driven video demos from a storyboard.yml, useful for agents proving their own UI work.
- 8-month agent harness, abandoned: cautionary war-story on over-engineering a custom agent harness, worth a skim for what not to build.
LLM mechanics & models
- Claude Fable 5 and AI safety fables: Anthropic's Fable 5 release notes plus a walkback on silent classifier-based manipulation of AI-research queries.
- GPT-6 Astra on robot arms: head-to-head against Fable 5/5.1 on identical YAM-arm manipulation tasks, community notes $2/block cost still beats labor economics.
- GPT-6 Astra via BYOK in Cursor: workaround thread for getting a non-native model's tool-calling and reasoning working inside Cursor's agent.
- Per-subagent model configuration in Cursor: request/workaround thread for pinning specific models to specific modes/subagents, same routing problem your cost-aware-pipeline setup already solves.
- Stop heredoc, save tokens on Windows: CLAUDE.md snippet to stop Claude burning tokens/failing on heredoc syntax under Windows shells.
Agentic SaaS
- Hyperprobe: lets agents debug production without redeploying, live-inspection tool for agent-driven ops.
- Reflexio: behavioral-learning layer meant to make agents improve over time from past runs.
- Local-first skill router: sub-20ms, zero-token, CPU-only router for picking which Agent Skill to invoke, avoids burning a model call just to route.
- Remote MCP servers fail silently in Cursor: diagnosis + monitoring approach for silent MCP connection failures, relevant if you run remote MCP servers.
- Cloud Remote Execution vs Cloud Agents: clarifies Cursor's two distinct cloud-execution offerings, easy to conflate.
- dif.sh: markdown-defined feature flags that your coding agent installs itself.
- GitWarren: review tool for having coding agents review code before you commit.
CLI/TUI
- Export Claude chats to text/md: community thread on extracting Claude conversation history to plain files.
- Fix for Claude Desktop hiding history on account switch: tool built to recover chat history that Claude Desktop hides when switching accounts.
- Ponytail: tool positioning "new code as last resort," reuse-first code generation, notably same name as your ponytail-mode persona.
Vibe-coding & repos
- mattpocock/skills: opinionated small/composable agent skills for real engineering, explicit pushback against heavyweight process frameworks (GSD/BMAD/Spec-Kit) that take away control.
Misc
- Claude Code subagents managing an Outlook inbox: thread probing whether anyone's using subagents for inbox triage, adjacent to your gog-inbox-triage setup.
Signals
- OKF Agent Memory – Git-native persistent memory for AI coding agents
- WorldFlowAI/everything-claude-code: Claude Code toolkit - agents, commands, skills, rules, and hooks for productive AI-assisted development
- affaan-m/ECC: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Cl…
- ruvnet/ruflo: 🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conver…
- (Tool) Stop .cursorrules context bloat: We built Git-native persistent memory with native MCP for Cursor (pure Go, zero deps)
- dif.sh
- GitWarren
- I spent 883 commits and 8 months building an LLM agent harness, overengineered it, and abandoned it - lol.
- Have your agent record video demos of its work with shot-scraper video
- I built a local-first hybrid router for AI Agent Skills (sub-20ms, zero tokens, runs on CPU)
- Why remote MCP servers fail silently in Cursor (and how to monitor them)
- Got GPT-6 Astra working in Cursor's Agent (tools + reasoning) via BYOK – what blocks it and how I worked around it
- Hyperprobe
- Reflexio
- Make Claude stop using heredoc to save tokens - Add this to CLAUDE.md if you're on Windows.
- mattpocock/skills: Skills for Real Engineers. Straight from my .agents directory.
- Ponytail
- A way to configure specific model for a mode / task / subagent ...
- Claude Fable 5 and new AI safety fables
- Difference between Cloud Remote Execution and Cloud Agents?
- export claude chats to text/md
- Switching accounts in Claude Desktop hides history - made a tool to fix that
- Using Claude Code sub agents to manage an Outlook inbox, anyone doing this?
- GPT-6 Astra on robot arms
- humanlayer/skills
Sources & citations
| Source | Fetched | In briefing |
|---|---|---|
| 50 | 11 | |
| rss | 140 | 6 |
| github | 45 | 5 |
| hackernews | 30 | 2 |
| seed_urls | 1 | 1 |
| show_hn | 40 | 0 |
| github_search | 20 | 0 |
| swipe | 19 | 0 |
| yc-rfs | 13 | 0 |
| yc-launch | 7 | 0 |
| gmail | 1 | 0 |
| crackscan | 0 | 0 |
| ossinsight | 0 | 0 |
| reddit_users | 0 | 0 |
| x | 0 | 0 |
| total | 366 | 25 |