lingtai-ai/lingtai-kernel

lingtai-ai/lingtai-kernel · AGENTS.md

lingtai-ai/lingtai-kernel · CLAUDE.md

lingtai-ai/lingtai-kernel · dev-guide-skill/SKILL.md · Mandatory repository-local development guide for LingTai's Python kernel and runtime. Use this before changing code…

lingtai-ai/lingtai-kernel · docs/examples/agent-plugins/hello-lingtai/skills/hello-lingtai/SKILL.md · The example Agent Plugin's one skill. Reach for it only to confirm that plugin registration worked: if this skill is in…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/lingtai-doctor/SKILL.md · Read-only health diagnostics when an agent looks dead but the evidence is mixed, or a migration may have left stale…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/lingtai-kernel-anatomy/SKILL.md · Enter the Python kernel Anatomy/Contract graph before source navigation or maintaining architecture maps; explains how…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/lingtai-manual/SKILL.md · Read before changing character/identity in `system/lingtai.md`, choosing forced versus self-evolve mode, or applying…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/pad-manual/SKILL.md · Read before editing the living Pad, pinning references, or preparing Pad state for rebuild/molt.

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/psyche-manual/SKILL.md · Compact router for Psyche's four durable domains (pad, lingtai, knowledge, skills), the shared file→rebuild model…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/psyche-manual/reference/network-rules/SKILL.md · Deep reference for the separate `.rules` heartbeat signal: authorized atomic writes, consumption, replacement…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/psyche-manual/reference/settings/SKILL.md · Deep reference for Psyche's redacted settings SHOW, strict owner-document grammar, precedence, timing, rollback, and…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/SKILL.md · Short router for runtime, lifecycle, identity, Agent/Project relocation, refresh transactions, presets, settings…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/environment-variables/SKILL.md · Progressive-disclosure route to the root canonical environment-variable registry. Use the registry for names, defaults…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/external-attach-diagnostic/SKILL.md · Guarded macOS-only external attach diagnostic: verifies a live LingTai PID and incarnation against an exact agent…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/goal-manual/SKILL.md · Goal notification manual: `.notification/goal.json` source-of-truth, fields, instructions, idle reminders, protected…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/llm-adapters/SKILL.md · Nested system-manual reference for the built-in LLM adapters: what each named adapter is, how it is configured and…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/migration-guide/SKILL.md · Conclusion-first router for authorizing, selecting, recovering, and proving a mechanical Agent workdir/address or…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/migration-guide/reference/agent-name-move/SKILL.md · Narrow contract for the self-contained POSIX same-parent Agent workdir/address rename script and its transactional…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/migration-guide/reference/project-move/SKILL.md · Narrow POSIX contract for the bundled initiating-Agent whole-Project same-volume self-move helper.

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/procedures-manual/SKILL.md · Nested system-manual reference: the expanded form of the resident procedures prompt — progressive disclosure…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/refresh-precheck/SKILL.md · Nested system-manual reference and single owner for a refresh transaction: select same-runtime reload, source/venv…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/runtime-update-checks/SKILL.md · Nested system-manual reference for update, source, install, nudge, and runtime-mismatch diagnosis. Owns…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/settings-inventory/SKILL.md · Exact read-only System catch-all settings inventory: ownership, effective sources, defaults, accepted values, invalid…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/sqlite-log-query/SKILL.md · Nested system-manual reference for the additive SQLite/`log.sqlite` sidecar over LingTai's JSONL runtime traces. Read…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/substrate-manual/SKILL.md · Nested system-manual reference: the expanded form of the resident substrate prompt — body/extensions, lifecycle states…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/tool-plugin-settings/SKILL.md · Developer reference for opting one tool family into bounded, read-only settings discovery without changing other…

lingtai-ai/lingtai-kernel · src/lingtai/intrinsic_skills/system-manual/reference/trajectory-mining/SKILL.md · Nested system-manual reference for trajectory mining — turning LingTai runtime event streams into validated, actionable…

lingtai-ai/lingtai-kernel · src/lingtai/mcp_servers/cloud_mail/SKILL.md · Progressive-disclosure usage manual for Cloud Mail REST email actions. Read it when action filters/ids…

lingtai-ai/lingtai-kernel · src/lingtai/mcp_servers/feishu/SKILL.md · Concise progressive-disclosure usage manual for the Feishu (Lark) MCP. Ordinary schema-sufficient calls can start here…

lingtai-ai/lingtai-kernel · src/lingtai/mcp_servers/imap/SKILL.md · Progressive-disclosure usage manual for the IMAP/SMTP email MCP. Read this router for unfamiliar or consequential…

lingtai-ai/lingtai-kernel · src/lingtai/mcp_servers/telegram/SKILL.md · Progressive-disclosure usage manual for the Telegram MCP tool. The resident schema carries safe first-use guidance…

lingtai-ai/lingtai-kernel · src/lingtai/mcp_servers/telegram/reference/rate-limits/SKILL.md · Current official Telegram Bot API flood-control guidance: published quotas, `retry_after` semantics, documented…

lingtai-ai/lingtai-kernel · src/lingtai/mcp_servers/telegram/task_card/SKILL.md · Shipped retained-legacy/projection notice for Telegram Task Card files. The public `task_card` tool is intrinsic and…

lingtai-ai/lingtai-kernel · src/lingtai/mcp_servers/wechat/SKILL.md · Progressive-disclosure usage manual for WeChat/iLink: first safe read, exact IDs, external send/reply, media partials…

lingtai-ai/lingtai-kernel · src/lingtai/mcp_servers/whatsapp/SKILL.md · Progressive-disclosure usage manual for the personal-account WhatsApp MCP tool. Read this when you need detail beyond…

lingtai-ai/lingtai-kernel · src/lingtai/tools/avatar/manual/SKILL.md · Use for an unfamiliar or consequential Avatar spawn, shallow/deep choice, detached lifecycle, recovery, or footprint…

lingtai-ai/lingtai-kernel · src/lingtai/tools/bash/manual/SKILL.md · **Read before running a long-lived agent/coding CLI as a shell subprocess**, or before setting up cron/launchd/systemd…

lingtai-ai/lingtai-kernel · src/lingtai/tools/bash/manual/reference/async-jobs/SKILL.md · Nested shell-manual reference for durable asynchronous shell jobs: detached daemon routing, reminder/completion…

lingtai-ai/lingtai-kernel · src/lingtai/tools/bash/manual/reference/debugging-cleanup/SKILL.md · Nested shell-manual reference for debugging silent scheduled jobs and retiring schedulers safely: scheduler, script…

lingtai-ai/lingtai-kernel · src/lingtai/tools/bash/manual/reference/notification-reminders/SKILL.md · Nested shell-manual reference for one-shot wakeup reminders using `.notification/cron.json`: payload, atomic writer…

lingtai-ai/lingtai-kernel · src/lingtai/tools/bash/manual/reference/scheduled-work/SKILL.md · Nested shell-manual reference for recurring, time-driven work: host scheduler choice, LingTai wake-by-mailbox-drop…

lingtai-ai/lingtai-kernel · src/lingtai/tools/context/manual/SKILL.md · Use for an unfamiliar or consequential context operation, session journaling, handoff, or context-loss recovery…

lingtai-ai/lingtai-kernel · src/lingtai/tools/context/manual/reference/summarize-manual/SKILL.md · Operational guide for recording tool-result summaries, applying them with a full rebuild, recovering raw evidence, and…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/SKILL.md · Use for unfamiliar daemon delegation, backend-specific work, stalled or failed runs, completion checks, or…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cleanup/SKILL.md · Daemon footprint scope, reclaim persistence, and consent-gated cleanup of old artifacts.

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/SKILL.md · Nested daemon-manual reference for backend choice, native versus prompt-only MCP, CLI options, list/ask behavior, and…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/claude-p/SKILL.md · Nested daemon-cli-backends reference for the claude-p (alias claude-code) daemon backend's flag surface. Read this only…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/codex/SKILL.md · Nested daemon-cli-backends reference for the Codex daemon backend's flag surface. Read this when a daemon task needs…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/cursor/SKILL.md · Nested daemon-cli-backends reference for the Cursor daemon backend's flag surface. Read this only when a daemon task…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/deepseek/SKILL.md · Nested daemon-cli-backends reference for the DeepSeek Harness daemon backend's flag surface. Read this only when a…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/kimicode/SKILL.md · Nested daemon-cli-backends reference for the Kimi Code daemon backend's flag surface. Read this only when a daemon task…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/lingtai/SKILL.md · Nested daemon-cli-backends reference for the built-in `lingtai` daemon backend (the in-process ChatSession default)…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/mimocode/SKILL.md · Nested daemon-cli-backends reference for the MiMo Code (`mimocode` / `mimo`) daemon backend's flag surface. Read this…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/oh-my-pi/SKILL.md · Nested daemon-cli-backends reference for the Oh-My-Pi (`omp`) daemon backend's flag surface. Read this only when a…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/opencode/SKILL.md · Nested daemon-cli-backends reference for the OpenCode daemon backend's flag surface and operational setup (install…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/cli-backends/reference/backends/qwen-code/SKILL.md · Nested daemon-cli-backends reference for the Qwen Code (`qwen-code` / `qwen`) daemon backend's flag surface. Read this…

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/dispatch-ledger/SKILL.md · Nested daemon-manual reference for append-order ledger warnings and non-repair diagnostics.

lingtai-ai/lingtai-kernel · src/lingtai/tools/daemon/manual/reference/forensics/SKILL.md · Nested daemon-manual reference for durable run artifacts, state/result inspection, transcripts, token ledgers, and…

lingtai-ai/lingtai-kernel · src/lingtai/tools/email/manual/SKILL.md · Internal LingTai mail: send/read/dismiss/reply, bare-path addressing, delayed self-send time capsules, and full-body…

lingtai-ai/lingtai-kernel · src/lingtai/tools/email/manual/reference/actions-and-storage/SKILL.md · Focused Email reference for action inputs, folders, check filters, delivery, self-send/time capsules, contacts…

lingtai-ai/lingtai-kernel · src/lingtai/tools/email/manual/reference/addressing-and-replies/SKILL.md · Focused Email reference for bare-path addressing, peer/abs resolution, safe same-channel replies, sender identity…

lingtai-ai/lingtai-kernel · src/lingtai/tools/email/manual/reference/notifications-and-delivery/SKILL.md · Focused Email reference for daemon delivery, heartbeat/liveness, bounce recovery, unread payloads, persistent bodies…

lingtai-ai/lingtai-kernel · src/lingtai/tools/email/manual/reference/settings-reference/SKILL.md · Focused Email settings reference for the five SHOW rows, installed limits, manifest subscription source, redaction…

lingtai-ai/lingtai-kernel · src/lingtai/tools/knowledge/manual/SKILL.md · Read before creating or organizing private durable knowledge (`knowledge/<name>/KNOWLEDGE.md`) or cross-references; use…

lingtai-ai/lingtai-kernel · src/lingtai/tools/mcp/skills/mcp-manual/SKILL.md · Read-only MCP status router: distinguish catalog, registered, and active servers; inspect effective settings safely…

lingtai-ai/lingtai-kernel · src/lingtai/tools/notification/manual/SKILL.md · Entry manual for the standalone `notification` tool and its `.notification` mirrors. Routine check uses the schema…

lingtai-ai/lingtai-kernel · src/lingtai/tools/notification/manual/reference/channel-model/SKILL.md · Notification payload, mirror, allowlist, hook, delivery, delay, and block-cap reference. Read after notification-manual…

lingtai-ai/lingtai-kernel · src/lingtai/tools/notification/manual/reference/dismissal-safety/SKILL.md · Safe notification dismissal reference: producer-owned state, atomic targets, stale versions, force, protected channels…

lingtai-ai/lingtai-kernel · src/lingtai/tools/plugin/manual/SKILL.md · Read-only Agent Plugins v1.0.0 catalog: registered versus discovered, authorized registration refresh, containment, and…

lingtai-ai/lingtai-kernel · src/lingtai/tools/skills/manual/SKILL.md · Read before authoring, installing, or sharing a skill in `.library/custom/<name>/`, adding configured skill roots, or…

lingtai-ai/lingtai-kernel · src/lingtai/tools/task_card/manual/SKILL.md · Read when a Task Card needs a truthful renderer, lifecycle recovery, settings, or projection boundary; routine…

lingtai-ai/lingtai-kernel · src/lingtai/tools/vision/manual/SKILL.md · Use the Vision schema directly for ordinary image analysis; route setup, borrowing, settings, and recovery to focused…

lingtai-ai/lingtai-kernel · src/lingtai/tools/web_search/manual/SKILL.md · First-call search→browse route for the single web capability; exact settings, complete-output, provider, and public-URL…

lingtai-ai/lingtai-kernel · src/lingtai/tools/web_search/manual/reference/maintenance-bundles/SKILL.md · Inventory and ownership map for the bundled Web external procedures, assets, and retained helper scripts.

lingtai-ai/lingtai-kernel · src/lingtai/tools/web_search/manual/reference/routing-and-sites/SKILL.md · Site-class and recovery routing for the external web procedures, including endpoint pointers and access limitations.

lingtai-ai/lingtai-kernel · src/lingtai/tools/web_search/manual/reference/tier-quick-refs/SKILL.md · Compact recovery index for static-browse failures: choose one explicit PDF, API, extraction, browser, or…