Lingtai-AI/lingtai-kernel - الصفحة ٢

psyche-network-rules-reference

Deep reference for the separate `.rules` heartbeat signal: authorized atomic writes, consumption, replacement, persistence, verification, and boundaries.

لغة النص الأصلي: الإنجليزية

mcp-manual

Read-only MCP status router: distinguish catalog, registered, and active servers; inspect effective settings safely; and route authorized setup or recovery to the exact provider and runtime references. Routine info/settings/manual calls need no ritual manual…

لغة النص الأصلي: الإنجليزية

vision-manual

Use the Vision schema directly for ordinary image analysis; route setup, borrowing, settings, and recovery to focused references.

لغة النص الأصلي: الإنجليزية

task-card-manual

Read when a Task Card needs a truthful renderer, lifecycle recovery, settings, or projection boundary; routine schema-sufficient calls can use the action directly.

لغة النص الأصلي: الإنجليزية

plugin-manual

Read-only Agent Plugins v1.0.0 catalog: registered versus discovered, authorized registration refresh, containment, and skipped-component diagnosis. Use for unfamiliar or consequential plugin work; routine schema-sufficient calls can go straight to `info`.

لغة النص الأصلي: الإنجليزية

notification-manual-dismissal-safety

Safe notification dismissal reference: producer-owned state, atomic targets, stale versions, force, protected channels, post-molt acknowledgement, hooks, and legacy large-result reminders. Read after notification-manual before a clear or when one is refused;…

لغة النص الأصلي: الإنجليزية

daemon-cleanup

Daemon footprint scope, reclaim persistence, and consent-gated cleanup of old artifacts.

لغة النص الأصلي: الإنجليزية

daemon-dispatch-ledger

Nested daemon-manual reference for append-order ledger warnings and non-repair diagnostics.

لغة النص الأصلي: الإنجليزية

daemon-forensics

Nested daemon-manual reference for durable run artifacts, state/result inspection, transcripts, token ledgers, and interpreting exit 143/SIGTERM.

لغة النص الأصلي: الإنجليزية

bash-async-jobs

Nested shell-manual reference for durable asynchronous shell jobs: detached daemon routing, reminder/completion wakeups, relaunch-safe polling, cancellation, and shell-side coding-CLI supervision.

لغة النص الأصلي: الإنجليزية

bash-debugging-cleanup

Nested shell-manual reference for debugging silent scheduled jobs and retiring schedulers safely: scheduler, script, work, wake, launchd, cleanup, and shell work-footprint checks.

لغة النص الأصلي: الإنجليزية

bash-notification-reminders

Nested shell-manual reference for one-shot wakeup reminders using `.notification/cron.json`: payload, atomic writer, shell example, and the rest checklist for pending work.

لغة النص الأصلي: الإنجليزية

bash-scheduled-work

Nested shell-manual reference for recurring, time-driven work: host scheduler choice, LingTai wake-by-mailbox-drop, short prompts, script hygiene, macOS launchd, Linux systemd timers, crontab, and process-tree hazards.

لغة النص الأصلي: الإنجليزية

refresh-precheck

Nested system-manual reference and single owner for a refresh transaction: select same-runtime reload, source/venv cutover, or failure recovery; run only triggered owner checks; issue exactly one refresh; capture one targeted receipt.

لغة النص الأصلي: الإنجليزية

runtime-update-checks

Nested system-manual reference for update, source, install, nudge, and runtime-mismatch diagnosis. Owns interpreter/provenance evidence and the source/venv cutover handoff; routes refresh sequencing to refresh-precheck.

لغة النص الأصلي: الإنجليزية

summarize-manual

Operational guide for recording tool-result summaries, applying them with a full rebuild, recovering raw evidence, and choosing summarize versus molt.

لغة النص الأصلي: الإنجليزية

lingtai-doctor

Read-only health diagnostics when an agent looks dead but the evidence is mixed, or a migration may have left stale MCP/addon paths; run before deciding to mail, refresh, CPR, or edit persistent configuration. Includes a bundled read-only `doctor.py`.

لغة النص الأصلي: الإنجليزية

lingtai-kernel-anatomy

Enter the Python kernel Anatomy/Contract graph before source navigation or maintaining architecture maps; explains how the ANATOMY.md and CONTRACT.md graphs pair, and what to do when code and navigation disagree.

لغة النص الأصلي: الإنجليزية

daemon-backend-codex

Nested daemon-cli-backends reference for the Codex daemon backend's flag surface. Read this when a daemon task needs Codex-specific CLI flags (model selection, reasoning effort, config overrides) or the operational core folded in from the retired bash…

لغة النص الأصلي: الإنجليزية

tool-plugin-settings-reference

Developer reference for opting one tool family into bounded, read-only settings discovery without changing other families.

لغة النص الأصلي: الإنجليزية

external-attach-diagnostic

Guarded macOS-only external attach diagnostic: verifies a live LingTai PID and incarnation against an exact agent directory, captures bounded /usr/bin/sample stacks plus content-free runtime facts, and optionally performs one controlled external mcp.* burst…

لغة النص الأصلي: الإنجليزية

daemon-backend-deepseek

Nested daemon-cli-backends reference for the DeepSeek Harness daemon backend's flag surface. Read this only when a daemon task needs DeepSeek-specific launcher flags (`--patch` overlays): it routes you to the installed CLI's live help via shell and shows how…

لغة النص الأصلي: الإنجليزية

llm-adapters

Nested system-manual reference for the built-in LLM adapters: what each named adapter is, how it is configured and dispatched, its special transport or protocol behaviors, and the environment variables that control it.

لغة النص الأصلي: الإنجليزية

daemon-backend-claude-p

Nested daemon-cli-backends reference for the claude-p (alias claude-code) daemon backend's flag surface. Read this only when a daemon task needs Claude Code-specific CLI flags (model selection, fallback model, tool restrictions): it routes you to the…

لغة النص الأصلي: الإنجليزية

lingtai-kernel-dev

Mandatory repository-local development guide for LingTai's Python kernel and runtime. Use this before changing code, architecture documents, tests, packaging, capabilities, adapters, or developer documentation in lingtai-kernel. Routes each task through the…

لغة النص الأصلي: الإنجليزية

hello-lingtai

The example Agent Plugin's one skill. Reach for it only to confirm that plugin registration worked: if this skill is in your skills catalog with a location inside docs/examples/agent-plugins/hello-lingtai/, then the kernel mounted a declared plugin's skills/…

لغة النص الأصلي: الإنجليزية

trajectory-mining

Nested system-manual reference for trajectory mining — turning LingTai runtime event streams into validated, actionable improvement candidates. Read this after `reference/sqlite-log-query/SKILL.md` has given you the data access layer: manifest policy,…

لغة النص الأصلي: الإنجليزية

environment-variables

Progressive-disclosure route to the root canonical environment-variable registry. Use the registry for names, defaults, behavior, ownership, and security notes.

لغة النص الأصلي: الإنجليزية

daemon-backend-cursor

Nested daemon-cli-backends reference for the Cursor daemon backend's flag surface. Read this only when a daemon task needs Cursor-specific CLI flags (model selection, output/tooling switches): it routes you to the installed CLI's live help via shell and shows…

لغة النص الأصلي: الإنجليزية

daemon-backend-kimicode

Nested daemon-cli-backends reference for the Kimi Code daemon backend's flag surface. Read this only when a daemon task needs Kimi-specific CLI flags (model selection, skills/workspace directories): it routes you to the installed CLI's live help via shell and…

لغة النص الأصلي: الإنجليزية

daemon-backend-mimocode

Nested daemon-cli-backends reference for the MiMo Code (`mimocode` / `mimo`) daemon backend's flag surface. Read this only when a daemon task needs MiMo-specific CLI flags (model selection, provider switches): it routes you to the installed CLI's live help…

لغة النص الأصلي: الإنجليزية

daemon-backend-oh-my-pi

Nested daemon-cli-backends reference for the Oh-My-Pi (`omp`) daemon backend's flag surface. Read this only when a daemon task needs Oh-My-Pi-specific CLI flags (model selection, tool or provider switches): it routes you to the installed CLI's live help via…

لغة النص الأصلي: الإنجليزية

daemon-backend-opencode

Nested daemon-cli-backends reference for the OpenCode daemon backend's flag surface and operational setup (install, auth, run flags, warm server, custom agents). Read this when a daemon task needs OpenCode-specific CLI flags (model selection,…

لغة النص الأصلي: الإنجليزية

daemon-backend-qwen-code

Nested daemon-cli-backends reference for the Qwen Code (`qwen-code` / `qwen`) daemon backend's flag surface. Read this only when a daemon task needs Qwen-specific CLI flags (model selection, provider tunables): it routes you to the installed CLI's live help…

لغة النص الأصلي: الإنجليزية