Lingtai-AI/lingtai - Seite 2

lingtai-update-homebrew

Use when updating through or exploring the Lingtai Homebrew tap.

Quellsprache: Englisch

tutorial-guide-operations-and-graduation

Nested tutorial-guide reference for lessons 10–12: TUI commands, lifecycle exercises, addons, external connections, and graduation.

Quellsprache: Englisch

dev-guide-cache-hit-rate

Nested lingtai-dev-guide reference for computing the recent prompt-cache hit rate from LingTai token ledgers over rolling windows (default 1h / 5h / 1d / 3d). Explains the provider-agnostic input/cached fields in logs/token_ledger.jsonl, the exact formula…

Quellsprache: Englisch

dev-guide-debug-troubleshoot

Nested lingtai-dev-guide reference for diagnosing LingTai failures: agent process state, OOM/crashes, avatar spawn issues, post-molt memory loss, mail delivery, scheduled messages, tool timeouts, and escalation.

Quellsprache: Englisch

dev-guide-pr-review-deliverables

Nested lingtai-dev-guide reference for getting a PR review-ready: PR readiness gates, multi-model/daemon/Claude read-only review passes, self-contained local HTML explainers, PR body hygiene and gh pr edit troubleshooting, source-labeled deliverables with…

Quellsprache: Englisch

dev-guide-repo-watch

Read-only workflow for sweeping the Lingtai-AI GitHub org for open issues, open PRs, and recent activity. Use this when a LingTai developer/operator asks what changed across the org, wants to monitor non-self PRs/issues, or needs an idempotent…

Quellsprache: Englisch

dev-guide-security-audit

Nested lingtai-dev-guide reference for security audits: secret scanning, file permissions, MCP config, communication security, data exposure, agent permission review, severity classification, and report format.

Quellsprache: Englisch

dev-guide-setup

Nested lingtai-dev-guide reference for local developer environment setup: cloning repos, building TUI/portal, dev-mode symlinks, editable kernel install, MCP addon setup, and verification.

Quellsprache: Englisch

dev-guide-skill-stewardship

Nested lingtai-dev-guide reference for turning one-off experience into durable skills: when to write a skill vs leave it as notes, the router-vs-nested- reference pattern, distilling experience (归一) and session journals into triggered/executable SKILL.md…

Quellsprache: Englisch

issue-report-evidence-checklist

Nested lingtai-issue-report reference for deciding when an observation is worth reporting, what evidence to collect, and how to keep secrets out of a report. Read this first, while the problem is fresh, before drafting the report body.

Quellsprache: Englisch

issue-report-filing-flow

Nested lingtai-issue-report reference for the filing decision — the always-required human consent boundary, the read-only gh probe, Path A (direct gh filing) and Path B (paste-ready handoff), token hygiene, and proactive surfacing. Read this once the report…

Quellsprache: Englisch

issue-report-report-template

Nested lingtai-issue-report reference for the report skeleton — subject/title format, the structured body sections (what's wrong, where, reproduction, expected vs actual, severity, suggested fix), and how to send it via LingTai email or the human's active…

Quellsprache: Englisch

portal-guide-overview

Nested lingtai-portal-guide reference for portal purpose, opening the browser view, and the `.portal/` directory layout.

Quellsprache: Englisch

portal-guide-topology-and-api

Nested lingtai-portal-guide reference for topology tape frames, replay chunks, portal API endpoints, and the Network JSON response.

Quellsprache: Englisch

recipe-export-flow

Nested lingtai-recipe reference for exporting a standalone recipe bundle from a live network or methodology: scope disambiguation, human-in-the-loop metadata collection, bundle authoring, validation, git initialization, and handoff.

Quellsprache: Englisch

recipe-format-reference

Nested lingtai-recipe reference for authoring and validating recipe bundles: bundle structure, .recipe/recipe.json schema, behavioral layers, library sibling mechanics, locale fallback, validator checks, hand-authored recipes, testing, and publishing.

Quellsprache: Englisch

tutorial-guide-agent-runtime

Nested tutorial-guide reference for lessons 4–6: init.json, lingtai-agent run, heartbeat and signal files, TUI runtime wrapping, and system prompt identity.

Quellsprache: Englisch

tutorial-guide-capabilities

Nested tutorial-guide reference for lesson 9: avatars, network exercises, and dynamic capability demonstrations.

Quellsprache: Englisch

tutorial-guide-communication

Nested tutorial-guide reference for lesson 7: filesystem email, message flow, and external addon bridges.

Quellsprache: Englisch

tutorial-guide-memory-and-molt

Nested tutorial-guide reference for lesson 8: intrinsics, memory layers, molt, charge, and lifecycle continuity.

Quellsprache: Englisch

tutorial-guide-orientation

Nested tutorial-guide reference for lessons 1–3: welcome, live architecture discovery, global directory, project directory, and agent working directory.

Quellsprache: Englisch

dj

Nested swiss-knife reference for composing one music track that resonates with a project journal entry, on demand. Walks the user's saved presets to find a usable media-creation provider (MiniMax, etc.), reads the journal at…

Quellsprache: Englisch

headless-bot

Nested swiss-knife reference for creating and operating a headless LingTai bot project without opening the TUI. Start from `lingtai-tui spawn`, then apply the relevant addon/MCP wiring, keep secrets in sidecar files, copy preset policy by referencing existing…

Quellsprache: Englisch

html-report

Nested swiss-knife reference for standalone HTML deliverables. Produce polished, self-contained HTML deliverables (research memos, literature maps, dashboards, audit reports, side-by-side comparisons) that humans open in a browser or receive as Telegram/email…

Quellsprache: Englisch

listen

Nested swiss-knife reference for local audio analysis — transcribe speech with Whisper, or extract musical features (tempo, key, dynamics, spectral profile) with librosa. Both run on the user's machine with no API key. Read this when the human asks you to…

Quellsprache: Englisch

minimax-cli

Nested swiss-knife reference for the MiniMax `mmx` CLI and the canonical MiniMax CLI procedure shipped with the TUI: install `mmx-cli`, discover the correct TUI-managed MiniMax preset/key slot without leaking secrets, match mainland vs international regions,…

Quellsprache: Englisch

token-usage

Nested swiss-knife reference for token usage, cost, cache, and tool-call/API-call reports. Use for model cost reports, cache rates, budget/burn analysis, and tools-per-API-call trends across LingTai logs.

Quellsprache: Englisch

vision

Nested swiss-knife reference for image understanding — a decision tree that routes between three paths depending on what the agent has access to: (1) the built-in `vision` tool if the LLM provider supports image input, (2) the sibling `minimax-cli` reference…

Quellsprache: Englisch

xiaomi-mimo

Nested swiss-knife reference for Xiaomi MiMo provider discovery. Discovery protocol (not a reference) for Xiaomi MiMo (小米MiMo) — an OpenAI-/Anthropic-compatible LLM provider whose single API key unlocks a family of ~9 models behind one chat-completions…

Quellsprache: Englisch

zhipu-coding-plan

Nested swiss-knife reference for Zhipu / Z.AI coding-plan capabilities. Use the Zhipu / Z.AI GLM coding-plan subscription as a unified backend for vision (multimodal screenshot/diagram analysis), web search, web page reading, and zread (open-source GitHub…

Quellsprache: Englisch

lingtai-tui-dev

Mandatory repository-local development guide for LingTai's Go repository — the two binaries lingtai-tui and lingtai-portal plus the install pipeline. Use this before changing code, architecture documents, tests, packaging, capabilities, adapters, or developer…

Quellsprache: Englisch

find-something-to-do

Nested swiss-knife reference for idle curiosity practice. When you're idle and the water is flat — two doors. One leads to quiet noticing. The other leads to poking things until they squeak. Both are real. Neither is a productivity tool. Read this when no…

Quellsprache: Englisch

preset-health

Nested swiss-knife reference for saved-preset health checks. Read this when the human asks whether saved presets still work, which preset is expired or misconfigured, why `system(action="presets")` shows a bad connectivity status, or for a safe procedure to…

Quellsprache: Englisch