Copy-Paste Instructions for Optimal AI Interaction
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I am [Your Name/Role], focused on:
Claude Flow treats memory as the backbone and MCP tools as the hands. You get concurrent agents that coordinate cleanly, keep context tight, and ship durable artifacts without dragging long text through prompts. It feels like an ops layer for intelligence.
The stack is simple. Claude Code as the client. Claude Flow as the MCP server. SQLite memory at .swarm/memory.db for state, events, patterns, workflow checkpoints, and consensus. Artifacts hold the big payloads. Manifests in memory link everything with ids, tags, and checksums.
Coordination is explicit. Agents write hints to a shared blackboard, gate risky steps behind consensus, and record every transition as an event. Hooks inject minimal context before tools run and persist verified outcomes after. Small bundles in, durable facts out.
Planning keeps runs stable. Use GOAP to sequence actions with clear preconditions. Use OODA to shorten loops.
Observe metrics, orient with patterns, decide through votes, act with orchestration. Topology adapts from hi
| #!/usr/bin/awk -f | |
| # USAGE: | |
| # download and save in ~/.local/bin (e.g. as adbw) | |
| # make executable chmod +x ~/.local/bin/adbw | |
| # run adbw 192.168.1.232 | |
| BEGIN{ | |
| FS = "[ /]" | |
| ARGC=2 |
"All things leave behind them the Obscurity... and go forward to embrace the Brightness..." — Dao De Jing #42
Skip down if you just want graphs and numbers comparing various Qwen3-30B-A3B GGUF quants.
| #!/usr/bin/env -S bash -xeuo pipefail | |
| set -xeuo pipefail | |
| pkg install pacman patchelf \ | |
| which time ldd tree | |
| echo | |
| echo |
| ## First create a new keypair using solana-keygen and transfer sol to it | |
| ## solana-keygen new -o helper.json | |
| target=`solana address -k ./helper.json` | |
| for i in `cat nfts.txt` | |
| do | |
| solana config set -k helper.json | |
| spl-token create-account $i | |
| solana config set -k rugged.json | |
| spl-token transfer $i 1 $target --fee-payer helper.json |
| const solanaWeb3 = require('@solana/web3.js'); | |
| const rpc = "https://ssc-dao.genesysgo.net"; | |
| const magicEdenPubKey = new solanaWeb3.PublicKey("M2mx93ekt1fmXSVkTrUL9xVFHkmME8HTUi5Cyc5aF7K") | |
| const solanaConnection = new solanaWeb3.Connection(rpc, 'confirmed'); | |
| const runMagicEdenParser = async () => { | |
| // get latest 1000 transactions happening on Magic Eden | |
| const magicEdenSignatures = await solanaConnection.getSignaturesForAddress(magicEdenPubKey); |
| curl http://api.mainnet-beta.solana.com -X POST -H "Content-Type: application/json" -d '{ | |
| "jsonrpc": "2.0", | |
| "id": 1, | |
| "method": "getProgramAccounts", | |
| "params": [ | |
| "cndyAnrLdpjq1Ssp1z8xxDsB8dxe7u4HL5Nxi2K5WXZ", | |
| { | |
| "encoding": "jsonParsed", | |
| "filters": [ ] | |
| } |
All packages, except for Tini have been added to termux-root. To install them, simply pkg install root-repo && pkg install docker. This will install the whole docker suite, left only Tini to be compiled manually.
| 2391 ##linux Channel website: https://freenode.linux.community | Pastebin: https://paste.linux.community | Need an op? Join ##linux-ops | CoC? ##linux-offtopic, please. | |
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