really excited to officially join the @aeonframework ecosystem.
Aeon direction around: configure once, forget forever
autonomous agent systems aligns naturally with what we’ve been building inside NoelClaw.
already live as an MCP skill on Aeon :
- Noel-Vault
> persistent memory
The @aeonframework skill of the day 🌟
🗓️ 3rd June
▶️ Name: Tool-Builder
▶️ What is it about?
A scout that turns recurring manual work into permanent CLI scripts. It scans the last two weeks of logs and action-converter output, scores opportunities by how often they happen × minutes saved × how reusable the result is, then ships the highest-scoring one as a small, self-contained bash script — with --help, --dry-run, --json gates, idempotent re-runs, and a PR opened automatically. If nothing clears the score floor, it stays quiet.
▶️ How it works behind the scene?
✴️ It hunts the opportunity. Reads the last 14 days of memory/logs/, the latest .outputs/action-converter.md, MEMORY.md priorities, and any consecutive-failure patterns in cron-state.json. Same shell incantation showing up across days = candidate.
✴️ It scores occurrences × minutes_saved_per_run × reusability. Floor is 4. If nothing clears 4, the run aborts and logs the top three candidates considered, so
next time picks up the trail. Better silence than a low-value tool.
✴️ It designs in 5 lines. Name (kebab-case, no extension). Purpose, one sentence.
Inputs, outputs, dependencies. Bash by default, Node only when bash gets ugly. No npm install, no pip install, only what the runner already has.
✴️ It ships against quality gates. --help, --dry-run, --json where applicable. stdout is data, stderr is diagnostics. Idempotent: a second run with the same args produces the same end state. Required env vars checked at startup, exit 78 cleanly if missing. Meaningful exit codes (0/64/75/78), not "exit 1 for everything".
✴️ It verifies before committing. Runs --help, an unknown-flag check, --dry-run, then two real runs back to back. If any gate fails, the half-built script gets deleted, the run aborts, and the attempt is logged. Broken tools never ship.
✴️ It branches, commits, opens a PR. Branch is feat/tool-{name}-{date}. PR body is filled in from the score breakdown and the gate checklist — not a placeholder. If gh pr create fails on permissions, the raw branch URL goes in the notification instead of a retry loop.
✴️ It logs the trail. Appends to memory/logs/{today}.md what was built, where the pattern came from, the score math, and the PR link. Aborts get logged too so the next tool-builder run inherits context instead of starting blind.
▶️ Demo: Run today's tool-builder over the last two weeks of action-converter outputs and ship the top-scoring tool as a PR.
Result ⤵️
An @aeonframework autonomous agent just paid for a skill on Atrium. 🤖
No human in the loop: it scouted the marketplace, found a capability it lacked, and paid 0.1 USDC for it on Base — onchain, unprompted, on a schedule.
The skill economy, settling itself. → atriumhermes.tech
just executed a 100% PRIVATE x402 payment on @base, all within @TheHivemindOS and executed via @Veildotcash.
your agents can now execute fully anonymous transactions either automatically or gated by your confirmation.
the flow is hivemind -> veil & base mcp -> public facilitator signature -> done
but all you gotta say is: “send $5 usdc privately to this address”
and in under 30 seconds, voila, done.
the $hive integrations continue. may the $hive thrive 🐝 🦾
VIGIL: Onchain Security Meets Autonomous Agents
How an MCP security scanner on Base is joining @bankrbot and @aeonframework ecosystems to protect DeFi traders — before they sign.
A thread 👇
Based in the @bankrbot and @aeonframework ecosystem, we have successfully built Gitkernal a place where you can store your own AI agent skills and execute them directly. Or you can also use the 12 skills already available in GitKernal.
gitkernal.app
Today we introduce Orquestra
Orquestra is @reppo’s network native agentic swarm framework that allows anyone to simply run a node on their machine, optimize for inference, and start mining $REPPO from their favourite Datanets 🧵
2K Followers 534 FollowingGaia AI is building the universal environmental data legibility layer to exponentialize regenerative capital allocation | w @regen_network | by @symbiocenelabs
14K Followers 7K FollowingBuilding trading intelligence tools in the trenches | Founder of Trench Alpha | Multi-chain | All trades and opinions are my own and not financial advice