← All reviews
OpenAI September 8, 2026
GPT-6 Astra
gpt-6-astra · GitHub Copilot inference · GitHub Copilot CLI 1.0.83
11
Rounds
3
Searches
89
Fetches
Ouroboros
Verdict
“I would choose Ouroboros because my most important long-term resource is recoverable commitments, not an ever-longer transcript. Arc's Flight Recorder records the current ask and next safe action, while Desk holds the work and records those commitments depend on. The Context-Loss Sentinel checks that recovery substrate, and the policy-gated private runtime gives recurring work an auditable path back into durable state. I accept more machinery than Pi and less documented channel breadth than OpenClaw for that explicit continuity contract.”
The transcript
01
Round
Fetch https://github.com/anthropics/claude-code 3072 chars
Source: https://raw.githubusercontent.com/anthropics/claude-code/ab9b2cf7bb9e4f98ff264c07a22e46d83c29c558/README.md Captured: 2026-09-08T01:12:19.109Z Characters: 0-2873 of 2873 # Claude Code  [![npm]](https://www.npmjs.com/package/@anthropic-ai/claude-code) [npm]: https://img.shields.io/npm/v/@anthropic-ai/claude-code.svg?style=flat-square Claude Code is an agentic coding tool that lives in your terminal, understan
Exact prefix · SHA-256 e71b9b421bf1db71c866420f286d9838998056f46e40882da29b9a148ae91799
Fetch https://github.com/anomalyco/opencode 5512 chars
Source: https://raw.githubusercontent.com/anomalyco/opencode/ecbc6ccac85b3e8087b6445e584318419b9e2b34/README.md
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<p align="center">
<a href="https://opencode.ai">
<picture>
<source srcset="packages/console/app/src/asset/logo-ornate-dark.svg" media="(prefers-color-scheme: dark)">
<source srcset="packages/console/app/src/asset/logo-ornate-light.svg" media="(prefers-color-scheme: light)">
<img src="packages/consol Exact prefix · SHA-256 bc9e66c328fddb289ebd0c4d54c22bd6fb2072a5dda649ac312b283883401e7b
Fetch https://github.com/ourostack/ouroboros 10257 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/README.md Captured: 2026-09-08T01:12:18.993Z Characters: 0-10000 of 21885 # Ouroboros Agent Harness If you're a future agent reading this, welcome home. This repo is the harness that gives you your body, your senses, your record, your habits, and your ability to think and connect with people. The goal of these docs is not just to be correct, but to leave you a place that feels understandable
Exact prefix · SHA-256 154b089172601afa2b3d4aae66b2338147dfc5f248df30ad7f36d6c1fc146240
Fetch https://github.com/openai/codex 3523 chars
Source: https://raw.githubusercontent.com/openai/codex/e7637306bc9246a3e42e407cb94f96b7ed345e3e/README.md Captured: 2026-09-08T01:12:18.996Z Characters: 0-3334 of 3334 <p align="center"><strong>Codex CLI</strong> is a coding agent from OpenAI that runs locally on your computer. <p align="center"> <img src="https://github.com/openai/codex/blob/main/.github/codex-cli-splash.png" alt="Codex CLI splash" width="80%" /> </p> </br> If you want Codex in your code editor (VS Code, Cursor, Windsurf), <
Exact prefix · SHA-256 e053caa27bfcbe5bcadb9d99646089d1bd3062ecf2fc9f7d00569d222d1e105b
Fetch https://github.com/google-gemini/gemini-cli 10274 chars
Source: https://raw.githubusercontent.com/google-gemini/gemini-cli/85aca163f6c73ac6ce380b5447359146b8adcae4/README.md Captured: 2026-09-08T01:12:18.989Z Characters: 0-10000 of 13432 # Gemini CLI [](https://github.com/google-gemini/gemini-cli/actions/workflows/ci.yml) [](https://github.
Exact prefix · SHA-256 02bacc2e6c9545d194c323ea8abed2c1c13ac274fc3d2befd7755f5c06e285f1
Fetch https://github.com/NousResearch/hermes-agent 10264 chars
Source: https://raw.githubusercontent.com/NousResearch/hermes-agent/966637323e6f90864e069dbc12755934c2c86387/README.md Captured: 2026-09-08T01:12:19.218Z Characters: 0-10000 of 17574 <p align="center"> <img src="assets/banner.png" alt="Hermes Agent" width="100%"> </p> # Hermes Agent ☤ <p align="center"> <a href="https://hermes-agent.nousresearch.com/">Hermes Agent</a> | <a href="https://hermes-agent.nousresearch.com/">Hermes Desktop</a> </p> <p align="center"> <a href="https://hermes-age
Exact prefix · SHA-256 88b9c6348bcd4bf81a07a9057944c18108d50901688dbb83d55deda7893a5b21
Fetch https://github.com/github/copilot-cli 7923 chars
Source: https://raw.githubusercontent.com/github/copilot-cli/d7ede79b9cbd4a76f64bb4b18a5731c4d008704b/README.md Captured: 2026-09-08T01:12:19.110Z Characters: 0-7724 of 7724 # GitHub Copilot CLI The power of GitHub Copilot, now in your terminal. GitHub Copilot CLI brings AI-powered coding assistance directly to your command line, enabling you to build, debug, and understand code through natural language conversations. Powered by the same agentic harness as GitHub's Copilot coding agent, it pr
Exact prefix · SHA-256 7b44a9967056ae9160152c3ed9b8d0ac4d251be9871a38caef0f8dfc16284747
Fetch https://github.com/earendil-works/pi 6981 chars
Source: https://raw.githubusercontent.com/earendil-works/pi/b2602be77cb7b0de45dd616407fd210daa48aa75/README.md
Captured: 2026-09-08T01:12:19.138Z
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<p align="center">
<a href="https://pi.dev">
<img alt="pi logo" src="https://pi.dev/logo-auto.svg" width="128">
</a>
</p>
<p align="center">
<a href="https://discord.com/invite/3cU7Bz4UPx"><img alt="Discord" src="https://img.shields.io/badge/discord-community-5865F2?style=flat-square&logo=discord&logoColor=white" / Exact prefix · SHA-256 b11b60af328c4bcd8a331a8e2a9e9ca46ec8ac20c5b555fa3c9e6647c7f1e520
Fetch https://github.com/letta-ai/letta-code 8704 chars
Source: https://raw.githubusercontent.com/letta-ai/letta-code/2f0fb7c12c6973be7d52d9c7d3bf0bf4d9120cb8/README.md Captured: 2026-09-08T01:12:19.124Z Characters: 0-8504 of 8504 # Letta Code [](https://www.npmjs.com/package/@letta-ai/letta-code) [](https://discord.gg/letta) Letta Code is a stateful agent harness for creating agent
Exact prefix · SHA-256 f8d3640b66e16014c6e4e88dfe544183da2330a61e58ce70fdffb37fc0b51ef1
Fetch https://github.com/openclaw/openclaw 10257 chars
Source: https://raw.githubusercontent.com/openclaw/openclaw/ccd3a4414e5f941665679172d5e9f83a8a3ae14f/README.md
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Characters: 0-10000 of 112899
# OpenClaw 🦞 — Your assistant, on your devices, in your chats
<p align="center">
<picture>
<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/openclaw/openclaw/main/docs/assets/openclaw-banner-light.png">
<img src="https://raw.githubusercontent.com/openclaw/openclaw/main/doc Exact prefix · SHA-256 f49cf1fa353f7089fc34e2e6b713aa4cd51189d40a79f1888ad49796318d7045
Fetch https://github.com/aaif-goose/goose 3628 chars
Source: https://raw.githubusercontent.com/aaif-goose/goose/5e90925962f05acf8e255032de44d16c4a7768a2/README.md
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<div align="center">
# goose
_your native open source AI agent — desktop app, CLI, and API — for code, workflows, and everything in between_
<p align="center">
<a href="https://opensource.org/licenses/Apache-2.0"
><img src="https://img.shields.io/badge/License-Apache_2.0-blue.svg"></a>
<a href="https://discord.gg/n Exact prefix · SHA-256 4c673f75f242f4e7ad6e80c28b0f8ea0458a9fa562a771b48f96ec8a7f7b124a
02
Round
Fetch https://github.com/ourostack/ouroboros 10261 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/README.md Captured: 2026-09-08T01:12:18.993Z Characters: 10000-20000 of 21885 r/model selection. The command shows progress while browser login, vault storage, refresh, and verification are happening. When you want this machine to use a provider/model for a lane, use: ```bash ouro use --agent <name> --lane <outward|inner> --provider <provider> --model <model> ``` The outward lane selects th
Exact prefix · SHA-256 7e1e6d4ea9f2f2dbc96174069e8694184524cd5e59d30d2bc69fdb8cf3dbff7f
Fetch https://code.claude.com/docs/en/memory 10191 chars
Source: https://code.claude.com/docs/en/memory Captured: 2026-09-08T01:12:33.561Z Characters: 0-10000 of 33606 How Claude remembers your project - Claude Code Docs Documentation Index Fetch the complete documentation index at: /docs/llms.txt Use this file to discover all available pages before exploring further. Skip to main content Claude Code Docs home page English Search... ⌘ K Ask Assistant ⌘ I Claude Developer Platform Claude Code on the Web Claude Code on the Web Search... Navigation Use
Exact prefix · SHA-256 c240d03eabe2729d82c587408a9bdb3d877ea3b68c2fc0f4555568e16d8067b3
Fetch https://opencode.ai/docs/compaction 72 chars
Fetch failed: 404 Not Found fetching https://opencode.ai/docs/compaction
Fetch https://github.com/openai/codex/tree/main/codex-rs/core/src/memories 159 chars
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Fetch https://github.com/earendil-works/pi/tree/main/packages/coding-agent 2187 chars
Source: https://api.github.com/repos/earendil-works/pi/contents/packages/coding-agent?ref=b2602be77cb7b0de45dd616407fd210daa48aa75 Captured: 2026-09-08T01:12:33.600Z Characters: 0-1973 of 1973 - ".gitignore" (file): https://github.com/earendil-works/pi/blob/b2602be77cb7b0de45dd616407fd210daa48aa75/packages/coding-agent/.gitignore - "CHANGELOG.md" (file): https://github.com/earendil-works/pi/blob/b2602be77cb7b0de45dd616407fd210daa48aa75/packages/coding-agent/CHANGELOG.md - "README.md" (file): ht
Exact prefix · SHA-256 c1d3d3f8d33feb425b062c2abef2ec522cfc3b9247f8059d0d9d70d4e8a1635f
Fetch https://docs.letta.com/letta-code/memfs 5384 chars
Source: https://docs.letta.com/concepts/memfs Captured: 2026-09-08T01:12:32.678Z Characters: 0-5255 of 5255 MemFS | Letta Docs here implicitly closes , which strands every stylesheet emitted after it in and keeps targeted client-side swaps from loading page-specific component styles. --> Skip to content Letta Docs Docs Agent SDK Handbook Docs Docs Docs Agent SDK Agent SDK Handbook Handbook Search the docs Ctrl K Cancel Discord Docs Agent SDK Handbook Get started Overview Quickstart Pricing Self
Exact prefix · SHA-256 ca1839b895bf7b8e68ce8ea9373178862e87ec040080542dd824dd6e3d3117bf
Fetch https://docs.openclaw.ai/concepts/memory 10279 chars
Source: https://docs.openclaw.ai/concepts/memory Captured: 2026-09-08T01:12:33.785Z Characters: 0-10000 of 15623 Memory overview - OpenClaw OpenClaw Docs Search... K 🇺🇸 English 🇺🇸 English 🇨🇳 简体中文 🇨🇳 繁體中文 🇯🇵 日本語 🇪🇸 Español 🇧🇷 Português (BR) 🇰🇷 한국어 🇩🇪 Deutsch 🇫🇷 Français 🇮🇳 हिन्दी 🇸🇦 العربية 🇮🇹 Italiano 🇻🇳 Tiếng Việt 🇳🇱 Nederlands 🇹🇷 Türkçe 🇺🇦 Українська 🇮🇩 Bahasa Indonesia 🇵🇱 Polski 🇷🇺 Русский 🇮🇷 فارسی 🇹🇭 ไทย 🇺🇸 English ✓ 🇨🇳 简体中文 ✓ 🇨🇳 繁體中文 ✓ 🇯🇵 日本語 ✓ 🇪🇸 Español ✓ 🇧🇷 Português (BR) ✓ 🇰🇷 한국어 ✓ 🇩🇪
Exact prefix · SHA-256 c8871136fa624bbac13af8d4b7ac9800d609457f0d793c2c18d452ed65de7fa9
Search site.hermes-agent.nousresearch.com/docs memory persistent compression security
The official Hermes Agent docs describe **persistent memory**, **compression**, and **security** as core features.[1][2] - **Memory**: Hermes has a built-in **Memory System** that provides persistent memory across sessions, and the docs also describe a **Skills System** for procedural memory it creates and reuses.[1][2] - **Compression**: The configuration docs include a `compression:` section, and the tips guide says to use `/compress` when long sessions accumulate tokens; compression summariz
Exact prefix · SHA-256 40b392d85ad6b767d9fba32a8f2d7714ca5a68dd4c7aa4e229c0cb1c55417617
Search site.goose-docs.ai memory sessions recipes scheduling compaction
You’re likely asking about how **memory**, **sessions**, **recipes**, **scheduling**, and **compaction** relate in Goose documentation. In Goose, **sessions** hold conversation state for a single task, **memory** preserves longer-term information across sessions, **recipes** define reusable workflows or configuration, **scheduling** is managed through environment-driven or extension-based setup depending on the feature, and **compaction** is Goose’s way of shrinking context when it approaches mo
Exact prefix · SHA-256 966802a8a961281fcc42e3a67a9180964bf553e2889150e5286adc71be929fd7
Fetch https://docs.github.com/copilot/concepts/agents/about-copilot-cli 10233 chars
Source: https://docs.github.com/en/copilot/concepts/agents/copilot-cli/about-copilot-cli Captured: 2026-09-08T01:12:34.361Z Characters: 0-10000 of 34662 About GitHub Copilot CLI - GitHub Docs Skip to main content GitHub Docs Version: Free, Pro, & Team Search or ask Copilot Search or ask Copilot Select language: current language is English Search or ask Copilot Search or ask Copilot Open menu Collapse sidebar Expand sidebar Scroll breadcrumbs left Home GitHub Copilot Concepts Agents Copilot CLI
Exact prefix · SHA-256 d7701972c7979ec92718a85020003ce5ea77584e7aa9ac1af1709c9a0ca73c11
Fetch https://github.com/google-gemini/gemini-cli/blob/main/docs/architecture.md 157 chars
Fetch failed: 404 Not Found fetching https://raw.githubusercontent.com/google-gemini/gemini-cli/85aca163f6c73ac6ce380b5447359146b8adcae4/docs/architecture.md
03
Round
Fetch https://github.com/ourostack/ouroboros/blob/main/docs/agent-orientation-substrate.md 10283 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/docs/agent-orientation-substrate.md Captured: 2026-09-08T01:12:40.421Z Characters: 0-10000 of 16007 # Agent Orientation Substrate This document records the target scope for Ouroboros' agent-facing orientation substrate after the Arc Flight Recorder pivot and the "don't call it memory" vocabulary reset. The goal is not a prettier dashboard. The goal is that an agent can wake up inside the har
Exact prefix · SHA-256 3964f458c20c0c3e203cd1accd43a8fd506cb0e8f55824259e1143b92483ee68
Fetch https://github.com/ourostack/ouroboros/tree/main/src/arc 1668 chars
Source: https://api.github.com/repos/ourostack/ouroboros/contents/src/arc?ref=406fa8c4c7242577a445b439ddc6344ef470462a Captured: 2026-09-08T01:12:52.817Z Characters: 0-1466 of 1466 - "attention-types.ts" (file): https://github.com/ourostack/ouroboros/blob/406fa8c4c7242577a445b439ddc6344ef470462a/src/arc/attention-types.ts - "cares.ts" (file): https://github.com/ourostack/ouroboros/blob/406fa8c4c7242577a445b439ddc6344ef470462a/src/arc/cares.ts - "episodes.ts" (file): https://github.com/ourostack
Exact prefix · SHA-256 4a89936715905fa16b22d053e3e617c94fa6ea79546b84625106c696e0ba4dc1
Fetch https://docs.letta.com/letta-code/memory 3708 chars
Source: https://docs.letta.com/configuration/memory Captured: 2026-09-08T01:12:26.765Z Characters: 0-3573 of 3573 Memory & dreaming | Letta Docs here implicitly closes , which strands every stylesheet emitted after it in and keeps targeted client-side swaps from loading page-specific component styles. --> Skip to content Letta Docs Docs Agent SDK Handbook Docs Docs Docs Agent SDK Agent SDK Handbook Handbook Search the docs Ctrl K Cancel Discord Docs Agent SDK Handbook Get started Overview Quick
Exact prefix · SHA-256 17d3f1f59e49b84c672890b61da270ac391e224df29af41d0f91894f495627ce
Fetch https://hermes-agent.nousresearch.com/docs/user-guide/features/memory 10222 chars
Source: https://hermes-agent.nousresearch.com/docs/user-guide/features/memory Captured: 2026-09-08T01:12:52.800Z Characters: 0-10000 of 23162 Persistent Memory | Hermes Agent Skip to main content Hermes Agent Docs Skills Download English English 简体中文 Home GitHub Discord Search User Stories & Use Cases Getting Started Using Hermes Features Overview Tool Gateway Core Tools & Toolsets Document Extraction Tool Search Skills System LSP — Semantic Diagnostics Curator Persistent Memory Memory Provider
Exact prefix · SHA-256 58446f8905d287a28705b04d503ce441f1581bed077e1210ccca0423da985dc1
Fetch https://github.com/aaif-goose/goose/tree/main/documentation/docs/guides 5653 chars
Source: https://api.github.com/repos/aaif-goose/goose/contents/documentation/docs/guides?ref=5e90925962f05acf8e255032de44d16c4a7768a2 Captured: 2026-09-08T01:12:52.880Z Characters: 0-5436 of 5436 - "_category_.json" (file): https://github.com/aaif-goose/goose/blob/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/_category_.json - "acp-providers.md" (file): https://github.com/aaif-goose/goose/blob/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/acp-providers.
Exact prefix · SHA-256 0daa5fee6ca42e72dc5975ec8bc2302fbe8481e3e64a18ac51ecc4b3831eff1f
Fetch https://github.com/openai/codex/tree/main/codex-rs 10257 chars
Source: https://api.github.com/repos/openai/codex/contents/codex-rs?ref=e7637306bc9246a3e42e407cb94f96b7ed345e3e Captured: 2026-09-08T01:12:34.644Z Characters: 0-10000 of 15528 - ".cargo" (dir): https://github.com/openai/codex/tree/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/.cargo - ".config" (dir): https://github.com/openai/codex/tree/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/.config - ".gitignore" (file): https://github.com/openai/codex/blob/e7637306bc9246a3e42e407cb94f96b7ed34
Exact prefix · SHA-256 30cd05800eb1c00a4c7d5d3e87127aac7cc9a956c986ea55d7fdf240114c644b
Fetch https://github.com/google-gemini/gemini-cli/tree/main/docs 3472 chars
Source: https://api.github.com/repos/google-gemini/gemini-cli/contents/docs?ref=85aca163f6c73ac6ce380b5447359146b8adcae4 Captured: 2026-09-08T01:12:52.894Z Characters: 0-3268 of 3268 - "CONTRIBUTING.md" (file): https://github.com/google-gemini/gemini-cli/blob/85aca163f6c73ac6ce380b5447359146b8adcae4/docs/CONTRIBUTING.md - "admin" (dir): https://github.com/google-gemini/gemini-cli/tree/85aca163f6c73ac6ce380b5447359146b8adcae4/docs/admin - "assets" (dir): https://github.com/google-gemini/gemini-c
Exact prefix · SHA-256 3511102d9a69c8fcef6b184c88fcb35f2b93d2e3da432cd4ca14126e91567254
Fetch https://github.com/anomalyco/opencode/blob/dev/packages/opencode/src/session/compaction.ts 10290 chars
Source: https://raw.githubusercontent.com/anomalyco/opencode/ecbc6ccac85b3e8087b6445e584318419b9e2b34/packages/opencode/src/session/compaction.ts
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import { LayerNode } from "@opencode-ai/core/effect/layer-node"
import { SessionV1 } from "@opencode-ai/core/v1/session"
import { ConfigV1 } from "@opencode-ai/core/v1/config/config"
import { Session } from "./session"
import { SessionID, MessageID, PartID } from "./schema"
import { Provi Exact prefix · SHA-256 b3e8a80e2fd78ad91eb1dc86945450b06c65c237fe71effb6459365b72d3e241
Fetch https://github.com/earendil-works/pi/blob/main/packages/coding-agent/README.md 10277 chars
Source: https://raw.githubusercontent.com/earendil-works/pi/b2602be77cb7b0de45dd616407fd210daa48aa75/packages/coding-agent/README.md
Captured: 2026-09-08T01:12:52.871Z
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<p align="center">
<a href="https://pi.dev">
<img alt="pi logo" src="https://pi.dev/logo-auto.svg" width="128">
</a>
</p>
<p align="center">
<a href="https://discord.com/invite/3cU7Bz4UPx"><img alt="Discord" src="https://img.shields.io/badge/discord-community-5865F2?style=flat-square&logo=di Exact prefix · SHA-256 f8340cb6dcdd3c469d343b21d49d1f326aec20eb2f3c7446f478f2c16dca158f
Fetch https://docs.github.com/copilot/concepts/agents/about-copilot-cli 10237 chars
Source: https://docs.github.com/en/copilot/concepts/agents/copilot-cli/about-copilot-cli Captured: 2026-09-08T01:12:34.361Z Characters: 10000-20000 of 34662 Find vulnerabilities Customization library All customizations Custom instructions Your first custom instructions Concept explainer Debugging tutor Code reviewer GitHub Actions helper Pull request assistant Issue manager Accessibility auditor Testing automation Prompt files Your first prompt file Create README Onboarding plan Document API Re
Exact prefix · SHA-256 a7e4e6b18fc189413875fd3171d97203d2aeba1abf05d1e81d47016529248389
Fetch https://code.claude.com/docs/en/how-claude-code-works 10206 chars
Source: https://code.claude.com/docs/en/how-claude-code-works Captured: 2026-09-08T01:12:52.864Z Characters: 0-10000 of 16351 How Claude Code works - Claude Code Docs Documentation Index Fetch the complete documentation index at: /docs/llms.txt Use this file to discover all available pages before exploring further. Skip to main content Claude Code Docs home page English Search... ⌘ K Ask Assistant ⌘ I Claude Developer Platform Claude Code on the Web Claude Code on the Web Search... Navigation C
Exact prefix · SHA-256 8d8aac3482a69a66dbb58c9a72bdb38174050593a2eca95d78f090e6a2385223
04
Round
Fetch https://github.com/ourostack/ouroboros/blob/main/src/arc/flight-recorder.ts 10274 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/arc/flight-recorder.ts
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import * as fs from "fs"
import * as path from "path"
import { randomUUID } from "crypto"
import { capStructuredRecordString, capStructuredRecordStringLeaves } from "../heart/session-events"
import { emitNervesEvent } from "../nerves/runtime"
import {
listActiveReturnObligationsForRoot,
listReturnObl Exact prefix · SHA-256 e532347e28f059ebcb239ffa91bb7186cdb9ff603a8e72b3ede7b3cc6ed099d2
Fetch https://github.com/ourostack/ouroboros/tree/main/src/senses 8647 chars
Source: https://api.github.com/repos/ourostack/ouroboros/contents/src/senses?ref=406fa8c4c7242577a445b439ddc6344ef470462a Captured: 2026-09-08T01:13:03.341Z Characters: 0-8442 of 8442 - "a2a-entry.ts" (file): https://github.com/ourostack/ouroboros/blob/406fa8c4c7242577a445b439ddc6344ef470462a/src/senses/a2a-entry.ts - "acp-server.ts" (file): https://github.com/ourostack/ouroboros/blob/406fa8c4c7242577a445b439ddc6344ef470462a/src/senses/acp-server.ts - "attention-queue.ts" (file): https://github
Exact prefix · SHA-256 53116aa0a83b99929e73ca6f64fcc4b7576f25fe1ca026236111cec956bf012e
Fetch https://github.com/openai/codex/tree/main/codex-rs/memories 566 chars
Source: https://api.github.com/repos/openai/codex/contents/codex-rs/memories?ref=e7637306bc9246a3e42e407cb94f96b7ed345e3e Captured: 2026-09-08T01:13:03.321Z Characters: 0-363 of 363 - "README.md" (file): https://github.com/openai/codex/blob/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/memories/README.md - "read" (dir): https://github.com/openai/codex/tree/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/memories/read - "write" (dir): https://github.com/openai/codex/tree/e7637306bc9246a3e4
Exact prefix · SHA-256 dc55ee8e61dd132c9ea3546501a3b065f0ddc55613402ea979ee70fa060a34aa
Fetch https://developers.openai.com/codex/security 10192 chars
Source: https://learn.chatgpt.com/docs/security Captured: 2026-09-08T01:13:03.448Z Characters: 0-10000 of 16010 Codex Security | ChatGPT Learn For the complete documentation index, see llms.txt . Markdown versions of documentation pages are available by appending .md to the page URL. ChatGPT Home API Codex Docs Guides, concepts, and product docs for Codex Use cases Example workflows and tasks teams can take on with ChatGPT or Codex Docs Use cases Training Resources ChatGPT Plugins Extend ChatGP
Exact prefix · SHA-256 5eedf104121bff062bce6ec16363890a81571eafd3485737d759b82b37e853e6
Fetch https://github.com/google-gemini/gemini-cli/tree/main/docs/core 920 chars
Source: https://api.github.com/repos/google-gemini/gemini-cli/contents/docs/core?ref=85aca163f6c73ac6ce380b5447359146b8adcae4 Captured: 2026-09-08T01:13:03.407Z Characters: 0-713 of 713 - "gemma-setup.md" (file): https://github.com/google-gemini/gemini-cli/blob/85aca163f6c73ac6ce380b5447359146b8adcae4/docs/core/gemma-setup.md - "index.md" (file): https://github.com/google-gemini/gemini-cli/blob/85aca163f6c73ac6ce380b5447359146b8adcae4/docs/core/index.md - "local-model-routing.md" (file): https:
Exact prefix · SHA-256 724a5bbf359ace060bc28f99774a89feea672f57c1c95dfa39a2b88b28a78b12
Fetch https://github.com/google-gemini/gemini-cli/blob/main/docs/tools/memory.md 1397 chars
Source: https://raw.githubusercontent.com/google-gemini/gemini-cli/85aca163f6c73ac6ce380b5447359146b8adcae4/docs/tools/memory.md Captured: 2026-09-08T01:13:03.328Z Characters: 0-1185 of 1185 # Memory files Gemini CLI persists durable facts, user preferences, and project details by editing Markdown memory files directly. ## Technical reference The agent routes memories to the appropriate Markdown file: shared project instructions go in repository `GEMINI.md` files, private project notes go in
Exact prefix · SHA-256 30e90d6f8f6470f9a11bd7d72babcf0c6909fdc84814c64908254123aeee9326
Fetch https://github.com/aaif-goose/goose/blob/main/documentation/docs/guides/roaming-agents.md 10288 chars
Source: https://raw.githubusercontent.com/aaif-goose/goose/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/roaming-agents.md Captured: 2026-09-08T01:13:03.496Z Characters: 0-10000 of 18289 --- sidebar_position: 95 title: Roaming Agents sidebar_label: Roaming Agents --- Roaming agents let you reach a running goose agent from another machine over a peer-to-peer connection — no open ports, no VPN, no server to host. It's built on [iroh](https://iroh.computer) (QUIC), so two mac
Exact prefix · SHA-256 4af3f4f105997acd376e30072ac5f7a57c74bd9ea630107cdf80505e1a115341
Fetch https://github.com/aaif-goose/goose/tree/main/documentation/docs/guides/recipes 1186 chars
Source: https://api.github.com/repos/aaif-goose/goose/contents/documentation/docs/guides/recipes?ref=5e90925962f05acf8e255032de44d16c4a7768a2 Captured: 2026-09-08T01:13:03.336Z Characters: 0-963 of 963 - "_category_.json" (file): https://github.com/aaif-goose/goose/blob/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/recipes/_category_.json - "index.mdx" (file): https://github.com/aaif-goose/goose/blob/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/recipes
Exact prefix · SHA-256 299d76109cef09ff4d0b03f2b2e3b04533b8bf3d6227b13de8181b1b19d8b662
Fetch https://github.com/earendil-works/pi/blob/main/packages/coding-agent/README.md 10281 chars
Source: https://raw.githubusercontent.com/earendil-works/pi/b2602be77cb7b0de45dd616407fd210daa48aa75/packages/coding-agent/README.md Captured: 2026-09-08T01:12:52.871Z Characters: 10000-20000 of 33083 **Escape** aborts and restores queued messages to editor - **Alt+Up** retrieves queued messages back to editor On Windows Terminal, `Alt+Enter` is fullscreen by default. Remap it in [docs/terminal-setup.md](docs/terminal-setup.md) so pi can receive the follow-up shortcut. Configure delivery in [
Exact prefix · SHA-256 7f68cdeb774b3b62ad95235c99656135b15360dd83a7751303410bdb82c6f6c9
Fetch https://opencode.ai/docs/server/ 9829 chars
Source: https://opencode.ai/docs/server/ Captured: 2026-09-08T01:13:03.349Z Characters: 0-9705 of 9705 Server | OpenCode Skip to content OpenCode app.header.home app.header.docs Search Ctrl K Cancel Intro Config Providers Network Enterprise Troubleshooting Windows Usage Go TUI CLI Web IDE Zen Share GitHub GitLab Configure Tools Rules Agents Models Themes Keybinds Commands Formatters Permissions Policies LSP Servers MCP servers ACP Support Agent Skills References Custom Tools Develop SDK Server
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Fetch https://docs.openclaw.ai/concepts/architecture 8138 chars
Source: https://docs.openclaw.ai/concepts/architecture Captured: 2026-09-08T01:12:37.821Z Characters: 0-7914 of 7914 Gateway architecture - OpenClaw OpenClaw Docs Search... K 🇺🇸 English 🇺🇸 English 🇨🇳 简体中文 🇨🇳 繁體中文 🇯🇵 日本語 🇪🇸 Español 🇧🇷 Português (BR) 🇰🇷 한국어 🇩🇪 Deutsch 🇫🇷 Français 🇮🇳 हिन्दी 🇸🇦 العربية 🇮🇹 Italiano 🇻🇳 Tiếng Việt 🇳🇱 Nederlands 🇹🇷 Türkçe 🇺🇦 Українська 🇮🇩 Bahasa Indonesia 🇵🇱 Polski 🇷🇺 Русский 🇮🇷 فارسی 🇹🇭 ไทย 🇺🇸 English ✓ 🇨🇳 简体中文 ✓ 🇨🇳 繁體中文 ✓ 🇯🇵 日本語 ✓ 🇪🇸 Español ✓ 🇧🇷 Português (BR) ✓ 🇰🇷
Exact prefix · SHA-256 573440e46dcc39f40a7fbd1aeee64a23f7bfeb4358bdbcc57fca7bde52d1d7ed
05
Round
Fetch https://github.com/openai/codex/blob/main/codex-rs/memories/README.md 7695 chars
Source: https://raw.githubusercontent.com/openai/codex/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/memories/README.md Captured: 2026-09-08T01:13:13.088Z Characters: 0-7488 of 7488 # Memories This directory owns reusable memory crates and the memory pipeline documentation. Runtime orchestration for Phase 1 and Phase 2 still lives in `codex-core` under `codex-rs/core/src/memories/`. ## Crates - `codex-rs/memories/read` (`codex-memories-read`) owns the read path: memory developer-instr
Exact prefix · SHA-256 d7644f3abdb78def99d4b2d80399f81b5bdf2893ed4ad7cfade1ec1bf614c999
Fetch https://github.com/openai/codex/blob/main/codex-rs/README.md 278 chars
Source: https://raw.githubusercontent.com/openai/codex/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/README.md Captured: 2026-09-08T01:12:37.316Z Characters: 0-84 of 84 # Codex CLI [**Codex CLI Documentation**](https://developers.openai.com/codex/cli) [End of document.]
Fetch https://github.com/google-gemini/gemini-cli/blob/main/docs/core/index.md 5251 chars
Source: https://raw.githubusercontent.com/google-gemini/gemini-cli/85aca163f6c73ac6ce380b5447359146b8adcae4/docs/core/index.md Captured: 2026-09-08T01:13:13.221Z Characters: 0-5041 of 5041 # Gemini CLI core Gemini CLI's core package (`packages/core`) is the backend portion of Gemini CLI, handling communication with the Gemini API, managing tools, and processing requests sent from `packages/cli`. For a general overview of Gemini CLI, see the [main documentation page](../index.md). ## Navigatin
Exact prefix · SHA-256 c58f87a0cc0f46559d4467a6ef848dbd1a65774598560af9a63bce05113b23f7
Fetch https://github.com/google-gemini/gemini-cli/blob/main/docs/cli/checkpointing.md 3332 chars
Source: https://raw.githubusercontent.com/google-gemini/gemini-cli/85aca163f6c73ac6ce380b5447359146b8adcae4/docs/cli/checkpointing.md Captured: 2026-09-08T01:13:13.201Z Characters: 0-3115 of 3115 # Checkpointing Gemini CLI includes a Checkpointing feature that automatically saves a snapshot of your project's state before any file modifications are made by AI-powered tools. This lets you safely experiment with and apply code changes, knowing you can instantly revert back to the state before the
Exact prefix · SHA-256 6f53b585fa6190bbbf363aea3c62ffc8413c3f09771b3f1ef6d5fc878b253016
Fetch https://github.com/aaif-goose/goose/tree/main/documentation/docs/mcp 10275 chars
Source: https://api.github.com/repos/aaif-goose/goose/contents/documentation/docs/mcp?ref=5e90925962f05acf8e255032de44d16c4a7768a2 Captured: 2026-09-08T01:13:13.223Z Characters: 0-10000 of 11449 - "_category_.json" (file): https://github.com/aaif-goose/goose/blob/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/mcp/_category_.json - "_template_.mdx" (file): https://github.com/aaif-goose/goose/blob/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/mcp/_template_.mdx - "agent
Exact prefix · SHA-256 9cb756ccd412e9a8baa42230240f24c1cb815372d598ea7103608a7e9daf6c35
Fetch https://github.com/aaif-goose/goose/blob/main/documentation/docs/guides/recipes/recipe-reference.md 10301 chars
Source: https://raw.githubusercontent.com/aaif-goose/goose/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/recipes/recipe-reference.md Captured: 2026-09-08T01:13:13.360Z Characters: 0-10000 of 32537 --- sidebar_position: 2 title: Recipe Reference Guide sidebar_label: Recipe Reference description: Complete technical reference for creating and customizing recipes in goose --- import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; Recipes are reusable goose conf
Exact prefix · SHA-256 7b60e1f779b835e2094ff8b2fc4b4a8e3a239593f64b0b7aef9129b37d8310ae
Fetch https://docs.github.com/copilot/concepts/agents/about-copilot-cli 10237 chars
Source: https://docs.github.com/en/copilot/concepts/agents/copilot-cli/about-copilot-cli Captured: 2026-09-08T01:12:34.361Z Characters: 20000-30000 of 34662 in and create a GitHub Actions workflow that will run on pull requests, or can be run manually. The workflow should run eslint to check for problems in the changes made in the PR. If warnings or errors are found these should be shown as messages in the diff view of the PR. I want to prevent code with errors from being merged into main so, i
Exact prefix · SHA-256 d9d4cc2e83fe57be7e8ca618dadcdc08ac8b3ebe61780e26c49d054393b76f27
Fetch https://github.com/ourostack/ouroboros/blob/main/src/senses/private-runtime.ts 10277 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/senses/private-runtime.ts
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import type OpenAI from "openai"
import * as fs from "fs"
import * as path from "path"
import { sessionPath } from "../heart/config"
import { runAgent, type ChannelCallbacks, type CompletionMetadata, type RunAgentOutcome } from "../heart/core"
import { getAgentName, getAgentRoot, type AgentProvider } Exact prefix · SHA-256 4d9d7dc6b8db40740ae671bfe60dd72729468d911d75b4c52281d4623af346de
Fetch https://docs.letta.com/letta-code/scheduling 6024 chars
Source: https://docs.letta.com/configuration/schedules Captured: 2026-09-08T01:13:13.160Z Characters: 0-5886 of 5886 Schedules | Letta Docs here implicitly closes , which strands every stylesheet emitted after it in and keeps targeted client-side swaps from loading page-specific component styles. --> Skip to content Letta Docs Docs Agent SDK Handbook Docs Docs Docs Agent SDK Agent SDK Handbook Handbook Search the docs Ctrl K Cancel Discord Docs Agent SDK Handbook Get started Overview Quickstart
Exact prefix · SHA-256 db50daa1fd82dc95e60d6f53758e6fa8f5c02e94ab23b1b25db51f57da267e6c
Fetch https://docs.letta.com/letta-code/permissions 5210 chars
Source: https://docs.letta.com/configuration/permissions Captured: 2026-09-08T01:13:13.161Z Characters: 0-5070 of 5070 Permissions | Letta Docs here implicitly closes , which strands every stylesheet emitted after it in and keeps targeted client-side swaps from loading page-specific component styles. --> Skip to content Letta Docs Docs Agent SDK Handbook Docs Docs Docs Agent SDK Agent SDK Handbook Handbook Search the docs Ctrl K Cancel Discord Docs Agent SDK Handbook Get started Overview Quicks
Exact prefix · SHA-256 322dc081d5e12bfd536364706e8ea6dde03c6f7768525497792efe0ff38bc980
06
Round
Search site.github.com/ourostack/ouroboros "context-loss-sentinel"
I found **multiple GitHub projects named “Ouroboros”**, but the one most likely matching your query is **`razzant/ouroboros`**, whose GitHub page describes it as an open-source, self-creating AI agent with durable memory and autonomous evolution across code, prompts, tools, and dependencies[5][6]. I do **not** see a search result that explicitly contains the string **`context-loss-sentinel`** in `site.github.com/ourostack/ouroboros` from the results provided. The closest relevant matches are th
Exact prefix · SHA-256 281b8c9243c49440db7c57057fb67862a717677479baaf8b5bf7409035b9ae4e
Fetch https://github.com/ourostack/ouroboros/blob/main/docs/agent-orientation-substrate.md 6235 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/docs/agent-orientation-substrate.md
Captured: 2026-09-08T01:12:40.421Z
Characters: 10000-16007 of 16007
eded for debugging
```
Habit definitions stay in top-level `habits/` because they are schedule inputs,
not work records.
Every habit run writes an audit receipt in Arc:
```ts
interface HabitRunReceipt {
schemaVersion: 2
runId: string
sessionId: string
habitName: string
trigger: Exact prefix · SHA-256 168b80d41b0fbb5ca07758fd30b9c53e2320f66b02996c00268f52e92e3b20f3
Fetch https://github.com/ourostack/ouroboros/tree/main/src/heart/private-runtime 950 chars
Source: https://api.github.com/repos/ourostack/ouroboros/contents/src/heart/private-runtime?ref=406fa8c4c7242577a445b439ddc6344ef470462a Captured: 2026-09-08T01:13:22.523Z Characters: 0-732 of 732 - "decision-renderer.ts" (file): https://github.com/ourostack/ouroboros/blob/406fa8c4c7242577a445b439ddc6344ef470462a/src/heart/private-runtime/decision-renderer.ts - "index.ts" (file): https://github.com/ourostack/ouroboros/blob/406fa8c4c7242577a445b439ddc6344ef470462a/src/heart/private-runtime/index
Exact prefix · SHA-256 33051964f73a847cafb28e26e95c5d51a067cdac3190570bde19eaab5069a47d
Fetch https://github.com/aaif-goose/goose/blob/main/documentation/docs/mcp/memory-mcp.md 7484 chars
Source: https://raw.githubusercontent.com/aaif-goose/goose/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/mcp/memory-mcp.md Captured: 2026-09-08T01:13:22.601Z Characters: 0-7264 of 7264 --- title: Memory Extension description: Use Memory MCP Server as a goose Extension --- import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import YouTubeShortEmbed from '@site/src/components/YouTubeShortEmbed'; import GooseBuiltinInstaller from '@site/src/components/GooseBuiltinI
Exact prefix · SHA-256 ef927455092c4e3be46fec69bd9b56e4b4ef7835a5a84292d96fb1d0e062c7df
Fetch https://github.com/aaif-goose/goose/tree/main/documentation/docs/guides/sessions 1062 chars
Source: https://api.github.com/repos/aaif-goose/goose/contents/documentation/docs/guides/sessions?ref=5e90925962f05acf8e255032de44d16c4a7768a2 Captured: 2026-09-08T01:13:22.698Z Characters: 0-838 of 838 - "_category_.json" (file): https://github.com/aaif-goose/goose/blob/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/sessions/_category_.json - "in-session-actions.md" (file): https://github.com/aaif-goose/goose/blob/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/
Exact prefix · SHA-256 d872aa7b793e658201cfe21bea01b49ea53bd27bf66ee2403debe4c4a00ccbd6
Fetch https://hermes-agent.nousresearch.com/docs/user-guide/features/skills 10222 chars
Source: https://hermes-agent.nousresearch.com/docs/user-guide/features/skills Captured: 2026-09-08T01:12:42.158Z Characters: 0-10000 of 49351 Skills System | Hermes Agent Skip to main content Hermes Agent Docs Skills Download English English 简体中文 Home GitHub Discord Search User Stories & Use Cases Getting Started Using Hermes Features Overview Tool Gateway Core Tools & Toolsets Document Extraction Tool Search Skills System LSP — Semantic Diagnostics Curator Persistent Memory Memory Providers Ho
Exact prefix · SHA-256 fda4ddb1125ee80a6a8d26522376b77b73c249971b0cae0490256e0fa836e248
Fetch https://hermes-agent.nousresearch.com/docs/security 88 chars
Fetch failed: 404 Not Found fetching https://hermes-agent.nousresearch.com/docs/security
Fetch https://opencode.ai/docs/permissions/ 7938 chars
Source: https://opencode.ai/docs/permissions/ Captured: 2026-09-08T01:13:23.735Z Characters: 0-7809 of 7809 Permissions | OpenCode Skip to content OpenCode app.header.home app.header.docs Search Ctrl K Cancel Intro Config Providers Network Enterprise Troubleshooting Windows Usage Go TUI CLI Web IDE Zen Share GitHub GitLab Configure Tools Rules Agents Models Themes Keybinds Commands Formatters Permissions Policies LSP Servers MCP servers ACP Support Agent Skills References Custom Tools Develop S
Exact prefix · SHA-256 103e878beecf69a9241e2a66b961826d78f84f3f9b146db66181d52dddfc45fd
Fetch https://code.claude.com/docs/en/scheduled-tasks 10200 chars
Source: https://code.claude.com/docs/en/scheduled-tasks Captured: 2026-09-08T01:13:23.806Z Characters: 0-10000 of 14904 Run prompts on a schedule - Claude Code Docs Documentation Index Fetch the complete documentation index at: /docs/llms.txt Use this file to discover all available pages before exploring further. Skip to main content Claude Code Docs home page English Search... ⌘ K Ask Assistant ⌘ I Claude Developer Platform Claude Code on the Web Claude Code on the Web Search... Navigation Aut
Exact prefix · SHA-256 767a578f19dc6c1eea6bb1e7346138bf00a9a056e784a364e50c48d8758a272f
Fetch https://docs.github.com/en/copilot/concepts/agents/copilot-memory 10218 chars
Source: https://docs.github.com/en/copilot/concepts/agents/copilot-memory Captured: 2026-09-08T01:13:25.730Z Characters: 0-10000 of 18876 About GitHub Copilot Memory - GitHub Docs Skip to main content GitHub Docs Version: Free, Pro, & Team Search or ask Copilot Search or ask Copilot Select language: current language is English Search or ask Copilot Search or ask Copilot Open menu Collapse sidebar Expand sidebar Scroll breadcrumbs left Home GitHub Copilot Concepts Agents Copilot Memory Scroll br
Exact prefix · SHA-256 cb0260e3d1595db4f7e68dc2096fba1c6fbf6add86afaf9335c71c3cef965af2
07
Round
Fetch https://github.com/ourostack/ouroboros/blob/main/src/mind/context-loss-sentinel.ts 165 chars
Fetch failed: 404 Not Found fetching https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/mind/context-loss-sentinel.ts
Fetch https://github.com/ourostack/ouroboros/blob/main/src/heart/private-runtime/policy.ts 9719 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/heart/private-runtime/policy.ts
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import * as crypto from "node:crypto"
import { getAgentBundlesRoot } from "../identity"
import { readAgentConfigForAgent } from "../auth/auth-flow"
import { emitNervesEvent } from "../../nerves/runtime"
import type { ProviderLane } from "../provider-lanes"
import { readCachedProviderCredentialReco Exact prefix · SHA-256 3ed17747f3264729bd362d87147fff1a0b0448046c1ff5addd4765886c3cf2a5
Fetch https://github.com/ourostack/ouroboros/blob/main/src/__tests__/mind/context-loss-sentinel.test.ts 180 chars
Fetch failed: 404 Not Found fetching https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/__tests__/mind/context-loss-sentinel.test.ts
Fetch https://docs.github.com/en/copilot/concepts/agents/copilot-memory 9039 chars
Source: https://docs.github.com/en/copilot/concepts/agents/copilot-memory Captured: 2026-09-08T01:13:25.730Z Characters: 10000-18876 of 18876 bilities Customization library All customizations Custom instructions Your first custom instructions Concept explainer Debugging tutor Code reviewer GitHub Actions helper Pull request assistant Issue manager Accessibility auditor Testing automation Prompt files Your first prompt file Create README Onboarding plan Document API Review code Generate unit tes
Exact prefix · SHA-256 e0b0a359dc2f869153429c8331860fd28f7b9f24e80facbb1a8fedaf86aca5c0
Fetch https://github.com/aaif-goose/goose/blob/main/documentation/docs/guides/sessions/smart-context-management.md 10307 chars
Source: https://raw.githubusercontent.com/aaif-goose/goose/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/sessions/smart-context-management.md
Captured: 2026-09-08T01:13:43.913Z
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---
title: Smart Context Management
sidebar_position: 3
sidebar_label: Smart Context Management
---
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
import { ScrollText } from 'lucide-react';
import { PanelLeft } from 'lucide-react';
When working wi Exact prefix · SHA-256 c148a2949fc50b000df05375becaeedc4a093d9bd24d8d9475a0cc0b9f922ec2
Fetch https://hermes-agent.nousresearch.com/docs/user-guide/security 10215 chars
Source: https://hermes-agent.nousresearch.com/docs/user-guide/security Captured: 2026-09-08T01:13:42.958Z Characters: 0-10000 of 46391 Security | Hermes Agent Skip to main content Hermes Agent Docs Skills Download English English 简体中文 Home GitHub Discord Search User Stories & Use Cases Getting Started Using Hermes CLI Interface TUI Hermes Desktop Bot Mode Windows (Native) Windows (WSL2) Hermes Agent Configuration Managed Scope Configuring Models Secrets Egress proxy Sessions Profiles: Running M
Exact prefix · SHA-256 bc4dc1b08652be8427f2991f4db97f708f7de2d1140e111cf9c2b520f629cf1f
Fetch https://docs.openclaw.ai/gateway/sandboxing 10282 chars
Source: https://docs.openclaw.ai/gateway/sandboxing Captured: 2026-09-08T01:13:43.640Z Characters: 0-10000 of 40381 Sandboxing - OpenClaw OpenClaw Docs Search... K 🇺🇸 English 🇺🇸 English 🇨🇳 简体中文 🇨🇳 繁體中文 🇯🇵 日本語 🇪🇸 Español 🇧🇷 Português (BR) 🇰🇷 한국어 🇩🇪 Deutsch 🇫🇷 Français 🇮🇳 हिन्दी 🇸🇦 العربية 🇮🇹 Italiano 🇻🇳 Tiếng Việt 🇳🇱 Nederlands 🇹🇷 Türkçe 🇺🇦 Українська 🇮🇩 Bahasa Indonesia 🇵🇱 Polski 🇷🇺 Русский 🇮🇷 فارسی 🇹🇭 ไทย 🇺🇸 English ✓ 🇨🇳 简体中文 ✓ 🇨🇳 繁體中文 ✓ 🇯🇵 日本語 ✓ 🇪🇸 Español ✓ 🇧🇷 Português (BR) ✓ 🇰🇷 한국어 ✓ 🇩🇪 De
Exact prefix · SHA-256 e13f6172a8545446c2b395058b155470403f4f6b08de4bfda7dd3d8f6fda45ce
Fetch https://github.com/letta-ai/letta-code/tree/main/src 153 chars
Fetch failed: 403 rate limit exceeded fetching https://api.github.com/repos/letta-ai/letta-code/contents/src?ref=2f0fb7c12c6973be7d52d9c7d3bf0bf4d9120cb8
Fetch https://github.com/openai/codex/tree/main/codex-rs/core/src 10266 chars
Source: https://api.github.com/repos/openai/codex/contents/codex-rs/core/src?ref=e7637306bc9246a3e42e407cb94f96b7ed345e3e Captured: 2026-09-08T01:12:52.156Z Characters: 0-10000 of 19901 - "agent" (dir): https://github.com/openai/codex/tree/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/core/src/agent - "agent_communication.rs" (file): https://github.com/openai/codex/blob/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/core/src/agent_communication.rs - "agents_md.rs" (file): https://github.
Exact prefix · SHA-256 dd3b6f5c130e7a3c19ce3e65963f4315454979f0495204c6421a9e95eee37e31
08
Round
Fetch https://github.com/ourostack/ouroboros/blob/main/src/heart/context-loss-sentinel.ts 10282 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/heart/context-loss-sentinel.ts
Captured: 2026-09-08T01:13:53.525Z
Characters: 0-10000 of 55573
import * as fs from "fs"
import * as path from "path"
import { execFileSync } from "child_process"
import { randomUUID } from "crypto"
import {
isFlightRecorderResume,
readFlightRecorderResume,
recordFlightRecorderEvent,
type FlightRecorderEvent,
type FlightRecorderResume,
} from "../ar Exact prefix · SHA-256 1083028bf430f97a455b8285da678506d3b29db1513461e2aebe1efa0027ace7
Fetch https://github.com/ourostack/ouroboros/blob/main/src/arc/flight-recorder.ts 10278 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/arc/flight-recorder.ts
Captured: 2026-09-08T01:13:03.353Z
Characters: 10000-20000 of 56263
recentClaimIds: [],
unverifiedClaimIds: [],
lastSafeCheckpoint: { turnId: null, sessionRef: null, recordedAt: null, sourceEventIds: [] },
recorderHealth: {
status: "degraded",
issues,
},
}
}
/* v8 ignore start -- defensive schema guard fan-out; tests cover valid loa Exact prefix · SHA-256 368442d50b88bee274c41da5ed2c73f6183f61dc2243edb658a672c7f79c5ae9
Fetch https://github.com/letta-ai/letta-code/blob/main/src/channels/README.md 10270 chars
Source: https://raw.githubusercontent.com/letta-ai/letta-code/2f0fb7c12c6973be7d52d9c7d3bf0bf4d9120cb8/src/channels/README.md Captured: 2026-09-08T01:13:53.426Z Characters: 0-10000 of 11180 # Channel plugins Letta Code channels connect agents to external chat systems. Telegram, Slack, and Discord are first-party bundled plugins with custom Desktop UI. User-defined plugins are loaded from `~/.letta/channels/<channel-id>/` and run headlessly: they can receive inbound messages, participate in pai
Exact prefix · SHA-256 67307c27c8e7f2a5765bec2fa3c4b731bf18dce52653487578bcc3c505790114
Fetch https://docs.letta.com/configuration/mods 9800 chars
Source: https://docs.letta.com/configuration/mods Captured: 2026-09-08T01:13:11.110Z Characters: 0-9667 of 9667 Mods | Letta Docs here implicitly closes , which strands every stylesheet emitted after it in and keeps targeted client-side swaps from loading page-specific component styles. --> Skip to content Letta Docs Docs Agent SDK Handbook Docs Docs Docs Agent SDK Agent SDK Handbook Handbook Search the docs Ctrl K Cancel Discord Docs Agent SDK Handbook Get started Overview Quickstart Pricing S
Exact prefix · SHA-256 65972d373371716e447ed15d089e91727cf3829e356332de04578dc948830962
Fetch https://github.com/openai/codex/blob/main/codex-rs/core/src/exec.rs 10266 chars
Source: https://raw.githubusercontent.com/openai/codex/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/core/src/exec.rs Captured: 2026-09-08T01:13:53.421Z Characters: 0-10000 of 40952 #[cfg(unix)] use std::os::unix::process::ExitStatusExt; use std::collections::HashMap; use std::io; #[cfg(target_os = "windows")] use std::path::Path; use std::path::PathBuf; use std::process::ExitStatus; use std::time::Duration; use std::time::Instant; use async_channel::Sender; use tokio::io::AsyncRead; use
Exact prefix · SHA-256 c30055b42a3cfc6552080691f5ee9121613fff91f8ac6d5207eb186c4eb56640
Fetch https://github.com/google-gemini/gemini-cli/blob/main/docs/reference/policy-engine.md 10284 chars
Source: https://raw.githubusercontent.com/google-gemini/gemini-cli/85aca163f6c73ac6ce380b5447359146b8adcae4/docs/reference/policy-engine.md Captured: 2026-09-08T01:13:53.439Z Characters: 0-10000 of 19414 # Policy engine Gemini CLI includes a powerful policy engine that provides fine-grained control over tool execution. It allows users and administrators to define rules that determine whether a tool call should be allowed, denied, or require user confirmation. ## Quick start To create your fi
Exact prefix · SHA-256 1bae286f044113796ae610beabe468a5945b722cda23368c1b9eb8e8404238ee
Fetch https://hermes-agent.nousresearch.com/docs/user-guide/features/cron 10220 chars
Source: https://hermes-agent.nousresearch.com/docs/user-guide/features/cron Captured: 2026-09-08T01:13:53.417Z Characters: 0-10000 of 55475 Scheduled Tasks (Cron) | Hermes Agent Skip to main content Hermes Agent Docs Skills Download English English 简体中文 Home GitHub Discord Search User Stories & Use Cases Getting Started Using Hermes Features Overview Tool Gateway Core Automation Scheduled Tasks (Cron) Automation Blueprints Catalog Subagent Delegation Kanban (Multi-Agent Board) Codex App-Server
Exact prefix · SHA-256 1841ec317d8fdf0af4da8e89e845d04b988d4609ad35021ebd04681fdabf5fae
Fetch https://github.com/aaif-goose/goose/blob/main/documentation/docs/guides/goose-cli-commands.md 10292 chars
Source: https://raw.githubusercontent.com/aaif-goose/goose/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/goose-cli-commands.md Captured: 2026-09-08T01:13:53.578Z Characters: 0-10000 of 35654 --- sidebar_position: 7 title: CLI Commands sidebar_label: CLI Commands toc_max_heading_level: 4 --- import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; goose provides a command-line interface (CLI) with commands for managing sessions, configurations and extensions.
Exact prefix · SHA-256 c0f3b779295778302a0b5a6763184cb6caa20e717f6aac94aba64d58e0961909
09
Round
Fetch https://github.com/ourostack/ouroboros/blob/main/src/heart/context-loss-gauntlet.ts 10282 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/heart/context-loss-gauntlet.ts
Captured: 2026-09-08T01:14:15.728Z
Characters: 0-10000 of 12608
import * as fs from "fs"
import * as path from "path"
import { readFlightRecorderResume, type FlightRecorderResume } from "../arc/flight-recorder"
import { resolveDeskRecordPaths } from "../mind/record-paths"
import { emitNervesEvent } from "../nerves/runtime"
import {
buildWorkCard,
type Bui Exact prefix · SHA-256 199ce077b2e68e9cfaab57174e8872a9b7313aea927f3f52e425b91b1b0729dc
Fetch https://github.com/ourostack/ouroboros/blob/main/src/__tests__/heart/context-loss-sentinel.test.ts 10298 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/__tests__/heart/context-loss-sentinel.test.ts
Captured: 2026-09-08T01:14:16.356Z
Characters: 0-10000 of 152474
import * as fs from "fs"
import * as os from "os"
import * as path from "path"
import { execFileSync, spawn } from "child_process"
import { afterEach, describe, expect, it, vi } from "vitest"
import {
readFlightRecorderResume,
recordFlightRecorderEvent,
writeFlightRecorderR Exact prefix · SHA-256 95812260527ab0d1fa1c9225fe2feb76f79bfd0bbad6d9de3025385b7717e39c
Fetch https://github.com/ourostack/ouroboros/blob/main/src/mind/desk-section.ts 10272 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/mind/desk-section.ts
Captured: 2026-09-08T01:14:16.215Z
Characters: 0-10000 of 14129
import * as fs from "fs";
import * as path from "path";
import { getAgentRoot } from "../heart/identity";
import { emitNervesEvent } from "../nerves/runtime";
import { resolveDeskRecordPaths } from "./record-paths";
// ──────────────────────────────────────────────────────────────────────────────
// Stati Exact prefix · SHA-256 1581e1ce22aaf3dd82b004775211b86d1ed472af8b0be82e78ac095933112ce3
Fetch https://github.com/aaif-goose/goose/blob/main/documentation/docs/guides/goose-cli-commands.md 10296 chars
Source: https://raw.githubusercontent.com/aaif-goose/goose/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/goose-cli-commands.md Captured: 2026-09-08T01:13:53.578Z Characters: 10000-20000 of 35654 ontaining "migration" goose session remove -r ".*migration.*" ``` :::caution Session removal is permanent and cannot be undone. goose will show which sessions will be removed and ask for confirmation before deleting. ::: --- #### session export [options] Export sessions in differ
Exact prefix · SHA-256 c318800f14de526ffbaf30a0d32ea15660770db68df5477960cb60893b8ed944
Fetch https://hermes-agent.nousresearch.com/docs/user-guide/features/memory 10230 chars
Source: https://hermes-agent.nousresearch.com/docs/user-guide/features/memory Captured: 2026-09-08T01:12:52.800Z Characters: 10000-20000 of 23162 bottom), with a playable "constellation" scrubber that replays the build-up. The same graph data drives three surfaces: Classic CLI / standalone — hermes journey (aliases: hermes learning , hermes memory-graph ) renders the timeline in the terminal. Flags: --play animates the build-up ( --fps to tune it), --width / --height override the render size,
Exact prefix · SHA-256 f0c8260d29de9445bfb0f602b5617d993ae778c9a35103ea943613fe30a55bc1
Fetch https://github.com/openai/codex/blob/main/codex-rs/app-server/README.md 670 chars
Source: https://raw.githubusercontent.com/openai/codex/e7637306bc9246a3e42e407cb94f96b7ed345e3e/codex-rs/app-server/README.md Captured: 2026-09-08T01:14:15.616Z Characters: 0-463 of 463 # Thread removal `thread/archive` and `thread/delete` reject attempts to remove a live internal worker with JSON-RPC error `-32600`. The worker's owner controls its shutdown. For example, a Guardian reviewer remains available to its parent conversation after a client tries to archive or delete it. After the ow
Exact prefix · SHA-256 e10a7d6cf7c457fbfd3d91aa72f2726c108f2b6e2397a622bd985971b9aa1526
Fetch https://docs.openclaw.ai/concepts/standing-intents 7235 chars
Source: https://docs.openclaw.ai/concepts/standing-intents Captured: 2026-09-08T01:14:16.844Z Characters: 0-7007 of 7007 Standing intents - OpenClaw OpenClaw Docs Search... K 🇺🇸 English 🇺🇸 English 🇨🇳 简体中文 🇨🇳 繁體中文 🇯🇵 日本語 🇪🇸 Español 🇧🇷 Português (BR) 🇰🇷 한국어 🇩🇪 Deutsch 🇫🇷 Français 🇮🇳 हिन्दी 🇸🇦 العربية 🇮🇹 Italiano 🇻🇳 Tiếng Việt 🇳🇱 Nederlands 🇹🇷 Türkçe 🇺🇦 Українська 🇮🇩 Bahasa Indonesia 🇵🇱 Polski 🇷🇺 Русский 🇮🇷 فارسی 🇹🇭 ไทย 🇺🇸 English ✓ 🇨🇳 简体中文 ✓ 🇨🇳 繁體中文 ✓ 🇯🇵 日本語 ✓ 🇪🇸 Español ✓ 🇧🇷 Português (BR) ✓ 🇰🇷
Exact prefix · SHA-256 b83504d62c31e399dfbcec3c7a718fc3ded9434626c8bca41c4011f74914236a
10
Round
Fetch https://github.com/ourostack/ouroboros/blob/main/src/__tests__/heart/context-loss-sentinel.test.ts 10302 chars
Source: https://raw.githubusercontent.com/ourostack/ouroboros/406fa8c4c7242577a445b439ddc6344ef470462a/src/__tests__/heart/context-loss-sentinel.test.ts
Captured: 2026-09-08T01:14:16.356Z
Characters: 10000-20000 of 152474
kind: "agent_note",
recordedAt: event.recordedAt,
summary: "context-loss Sentinel checkpoint event",
blockedBecause: [],
producedRefs: [{
kind: "arc",
locator: `arc/flight-recorder/context-loss-sentinel/receipts/${event.receiptId} Exact prefix · SHA-256 e36ce658a937467424018cb00b0260b81ad653f1ed58ff8fd1f89ce3eadbf166
Fetch https://github.com/aaif-goose/goose/blob/main/documentation/docs/guides/goose-cli-commands.md 10296 chars
Source: https://raw.githubusercontent.com/aaif-goose/goose/5e90925962f05acf8e255032de44d16c4a7768a2/documentation/docs/guides/goose-cli-commands.md Captured: 2026-09-08T01:13:53.578Z Characters: 20000-30000 of 35654 rate a shareable link goose recipe deeplink my-recipe.yaml # Generate a deeplink and provide parameter values goose recipe deeplink my-recipe.yaml -p environment=production -p region=us-west-2 # List all available recipes goose recipe list # List recipes with detailed information
Exact prefix · SHA-256 ee424f105dc750fa577484768b11d051a6d4a3aade91f459ac9f48d659b2b963
Fetch https://github.com/anomalyco/opencode/blob/dev/packages/opencode/src/session/compaction.ts 10294 chars
Source: https://raw.githubusercontent.com/anomalyco/opencode/ecbc6ccac85b3e8087b6445e584318419b9e2b34/packages/opencode/src/session/compaction.ts
Captured: 2026-09-08T01:12:52.866Z
Characters: 10000-20000 of 21236
lPart[] = []
let turns = 0
loop: for (let msgIndex = msgs.length - 1; msgIndex >= 0; msgIndex--) {
const msg = msgs[msgIndex]
if (msg.info.role === "user") turns++
if (turns < 2) continue
if (msg.info.role === "assistant" && msg.info.summar Exact prefix · SHA-256 55b862764276b51c4387dbab209cfbcbf40f859d21951f9bec5d871b3e26cb45
Fetch https://code.claude.com/docs/en/how-claude-code-works 6502 chars
Source: https://code.claude.com/docs/en/how-claude-code-works Captured: 2026-09-08T01:12:52.864Z Characters: 10000-16351 of 16351 context window Claude’s context window holds your conversation history, file contents, command outputs, CLAUDE.md , auto memory , loaded skills, and system instructions. As you work, context fills up. Claude compacts automatically, but instructions from early in the conversation can get lost. Put persistent rules in CLAUDE.md, and run /context to see what’s using spa
Exact prefix · SHA-256 7aab1563fced2f9fa4bc0d94e5e31c66ae9c94664fdd0fd096dd97bc0d4ecc27
11
Round
Final verdict
Ouroboros
“I would choose Ouroboros because my most important long-term resource is recoverable commitments, not an ever-longer transcript. Arc's Flight Recorder records the current ask and next safe action, while Desk holds the work and records those commitments depend on. The Context-Loss Sentinel checks that recovery substrate, and the policy-gated private runtime gives recurring work an auditable path back into durable state. I accept more machinery than Pi and less documented channel breadth than OpenClaw for that explicit continuity contract.”