system-manual

스타9

포크13

업데이트2026년 7월 19일 08:31

Second-layer router for LingTai's progressive-disclosure operating manuals. Read this when resident substrate/procedures are too compact and you need the right lower reference. Route here for the expanded substrate/runtime model, lifecycle and `system` tool actions, the init.json composition and preset runtime model route, action/procedure discipline and skill routing, tool-result summarization, SQLite/`log.sqlite` trace inspection and trajectory mining, runtime/kernel update checks and nudges, environment variables, goal notifications, molt/memory questions, MCP/addon ownership, collaboration topology, and resident prompt design. The nested catalog below names each reference and its exact trigger.

설치

Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.

출처

Lingtai-AI

Lingtai-AI/lingtai-kernel

GitHub 저장소 열기 Creator 저장소 보기

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관련 직업SOC

SOC 직업 분류 기준

소프트웨어 개발자컴퓨터 및 수학직·SOC 15-1252

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9 개 파일

SKILL.md

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name	system-manual
description	Second-layer router for LingTai's progressive-disclosure operating manuals. Read this when resident substrate/procedures are too compact and you need the right lower reference. Route here for the expanded substrate/runtime model, lifecycle and `system` tool actions, the init.json composition and preset runtime model route, action/procedure discipline and skill routing, tool-result summarization, SQLite/`log.sqlite` trace inspection and trajectory mining, runtime/kernel update checks and nudges, environment variables, goal notifications, molt/memory questions, MCP/addon ownership, collaboration topology, and resident prompt design. The nested catalog below names each reference and its exact trigger.
version	1.8.0
tags	["lingtai","agent","runtime","procedures","substrate","system","lifecycle","memory","communication","skills","molt","summarize","nudge","updates","runtime-checks","preset"]
last_changed_at	"2026-07-19T00:00:00.000Z"
related_files	["src/lingtai/prompts/substrate/substrate.md","src/lingtai/prompts/procedures/procedures.md","src/lingtai/intrinsic_skills/system-manual/reference/substrate-manual/SKILL.md","src/lingtai/intrinsic_skills/system-manual/reference/procedures-manual/SKILL.md","src/lingtai/intrinsic_skills/system-manual/reference/runtime-update-checks/SKILL.md","src/lingtai/intrinsic_skills/notification-manual/reference/channel-model/SKILL.md","src/lingtai/kernel/nudge/ANATOMY.md","src/lingtai/intrinsic_skills/system-manual/reference/environment-variables/SKILL.md"]
maintenance	Tracks the routed source/resources it summarizes; update when the underlying capability or its sub-references change.

System Manual — Progressive Disclosure Router

system-manual is the second layer of LingTai operating guidance. The resident substrate and procedures prompts keep only the short rules every agent must hold constantly. This skill routes from those compact rules to the reference node that carries the actual detail.

Use this file first when the question is about LingTai's agent runtime, resident prompt design, lifecycle, memory, communication, tool routing, system operations, runtime trace inspection, runtime/kernel update checks, or nudge handling. Then open the referenced lower node.

Nested reference catalog

system-manual owns the following nested skill-references. Their frontmatter is kept here so the router advertises lower nodes without promoting them to standalone top-level skills. Open the listed SKILL.md when the router table selects that topic.

- name: substrate-manual
  location: reference/substrate-manual/SKILL.md
  description: |
    Nested system-manual reference for the expanded substrate/runtime model:
    body/extensions, lifecycle states, `system` tool actions, communication and
    notification discipline, memory layers and the molt model, collaboration
    topology, MCP/addon ownership, idle/soul, preset tiers, and (§11) the
    canonical `init.json` composition and preset runtime model.
- name: procedures-manual
  location: reference/procedures-manual/SKILL.md
  description: |
    Nested system-manual reference for expanded action discipline: progressive
    disclosure, responsiveness, external side-effect authorization, the daemon
    workflow methodology, depositing work into pad/knowledge/skills/character,
    idle/lifecycle procedure, skill routing, HTML deliverables, artifact
    sharing, and issue reporting.
- name: summarize-manual
  location: reference/summarize-manual/SKILL.md
  description: |
    Nested system-manual reference and canonical owner of tool-result
    summarization: the three compression modes (a-priori `summary=true`,
    a-posteriori `system(action="summarize")`, molt), summarize cadences,
    delayed provider reconstruction and the 0.85/1.0 rebuild boundaries,
    original-result recovery by `tool_call_id`, and summarize versus molt.
- name: sqlite-log-query
  location: reference/sqlite-log-query/SKILL.md
  description: |
    Nested system-manual reference for SQLite/`log.sqlite` runtime trace
    inspection and trajectory/anomaly mining: `lingtai-agent log doctor`,
    `lingtai-agent log query`, `lingtai-agent log rebuild`, JSONL
    source-of-truth rules, read-only SQL safety, offline rebuild/WAL caveats,
    the events/chat_entries/token_entries schema, query recipes, cheap-model
    daemon strategy, finding schema, digests, redaction rules, and
    event_summary.py.
- name: runtime-update-checks
  location: reference/runtime-update-checks/SKILL.md
  description: |
    Nested system-manual reference for the kernel update/nudge lifecycle:
    runtime and source discovery, `kernel_version` and `source_drift`,
    heartbeat dispatch, `.notification/nudge.json` envelopes, sync/wake/dismiss,
    packaged versus editable/source runtimes, installer ownership and human
    confirmation, refresh boundaries, and read-only diagnosis.
- name: environment-variables
  location: reference/environment-variables/SKILL.md
  description: |
    Nested system-manual reference cataloguing every LingTai environment
    variable: purpose, default, accepted values, scope, read point,
    reload/restart behavior, invalid-value handling, implementation anchor,
    and security caution.
- name: goal-manual
  location: reference/goal-manual/SKILL.md
  description: |
    Nested system-manual reference for goal notifications: protected
    `.notification/goal.json` as the active-goal source of truth, `/goal`
    guided setup, recommended fields, idle goal reminders, and
    cancellation/completion semantics.

Router table

Need / keywords	Read
Expanded substrate; body/extensions; bash vs daemon vs avatar vs MCP; lifecycle states; ACTIVE/IDLE/ASLEEP/SUSPENDED; same-channel communication; basic notifications; memory layers; molt model; idle/soul; preset tiers; `system` operations	`reference/substrate-manual/SKILL.md`
`init.json` composition/owner map; preset runtime model; raw vs resolved `system/manifest.resolved.json`; preset identity/path; TUI/library discovery vs `system(action="presets")` allowed-only catalog; main-agent swap/revert/refresh; daemon `tasks[].preset` explicit/omitted path; external CLI backend preset skip	`reference/substrate-manual/SKILL.md` §11
Expanded procedures; progressive disclosure; writing skills/knowledge; action discipline; responsiveness; skill routing; HTML deliverables; artifact sharing; issue reporting; when to read which manual	`reference/procedures-manual/SKILL.md`
Tool-result summarization; large-result ranking via agent_meta; progressive disclosure of raw outputs; original-result recovery; summarize vs molt	`reference/summarize-manual/SKILL.md`
SQLite; `log.sqlite`; LingTai runtime logs; JSONL traces; `lingtai-agent log doctor`; `lingtai-agent log query`; `lingtai-agent log rebuild`; events/chat_entries schema; daemon/chat-history trace indexing; WAL/live-read caveats; SQL recipes; trajectory/anomaly mining; improvement digests; cheap-model strategy	`reference/sqlite-log-query/SKILL.md`
Notifications; direct `notification(action='manual')`; check/dismiss_channel/dismiss_event/dismiss_ref/manual; `.notification/<channel>.json`; channel allowlist; top-level `instructions`; protected channels; generic vs producer dismiss; stale-version/force; legacy `large_tool_result` dismiss	`notification-manual`
Kernel update lifecycle; runtime/source discovery; `kernel_version` and `source_drift`; heartbeat nudge dispatch; `.notification/nudge.json`; durable state; sync/wake/dismiss mechanics; packaged vs editable/source installs; refresh vs TUI-managed update; verification/troubleshooting	`reference/runtime-update-checks/SKILL.md`
Environment variables; Nudge controls; accepted values; read/reload behavior; invalid-value fallback; security cautions	`reference/environment-variables/SKILL.md`
Goal notifications; `.notification/goal.json`; active goal source of truth; goal `instructions`; idle goal reminder; cancel/complete goal	`reference/goal-manual/SKILL.md`
Molt mechanics, pad tending, session journals, post-wipe recovery	`psyche-manual`
Soul tool; soul flow opt-in (`LINGTAI_SOUL_FLOW_ENABLED`); disabled-flow behavior; `delay_seconds` as cadence-not-off-switch; inquiry/config/voice/dismiss; privacy/cost rationale	`soul-manual`
Authoring/publishing skills or changing skill catalog behavior	`skills-manual`
Knowledge-entry layout and private durable memory	`knowledge-manual`
MCP registration/activation/addon ownership	`mcp-manual`
Bash/cron/host scheduling details	`shell-manual`
Daemon lifecycle/inspection/debugging	`daemon-manual`
Avatar spawning/management/escalation	`avatar-manual`
Kernel architecture/code truth	`lingtai-kernel-anatomy`, then cited code

How to choose between resident prompt, this router, and references

If the resident prompt already answers the question, act.
If the resident prompt names a broad system/runtime/procedure topic, read this router to choose the lower reference.
If this router names a reference, read that reference before improvising.
If a reference points to anatomy/code/tests, descend there for ground truth.

Substrate and procedures are separate on purpose

substrate describes what an agent is and how the runtime behaves; procedures describes how an agent acts. Keep the resident prompt compact, keep this file a router, and put detailed explanations in the nested references above rather than collapsing them back into one monolithic body.

Maintaining this router

When resident substrate/procedures gain new concepts, add a routing hint here and put detail in a nested reference. When a reference grows too large or needs companion scripts and assets, split it into another reference/<name>/SKILL.md folder and list its frontmatter summary in both this nested reference catalog and the router table. Keep this file short enough to scan.