Horosa agent

Horosa Skill Agent Guide

Use this guide when an AI agent is connected to Horosa Skill through MCP, CLI, Cursor, Claude, Codex, OpenClaw, Open WebUI, or another local-first client and needs to call Horosa metaphysics tools, generate reports, store memory, or debug user-facing results.

This file is the single policy source for AI-client behaviour (repo rules & maintainer law live in AGENTS.md). Detail lives in the reference sheets:

Reference	Content
references/payloads.md	Input payload defaults (event/birth JSON), coordinates, gender/timeAlg fields
references/late-zi.md	晚子时/日界 two-switch spec — canonical matrix, how to ask, status
references/predictive.md	Predictive astrology minimum contracts (returns/progressions/PD), PD engine parity
references/chinese-methods.md	大六壬 defaults, current-time casting flow, 奇门法奇门 sections, 中式技法 notes
references/reports.md	Report/memory workflow, one-command CLI report, interpretation style detail
references/troubleshooting.md	Debug commands, openclaw setup/check, symptom table, cross-platform notes

Quickstart — 三步出 Word 报告

// 1) 起盘（确认设置后）——返回 memory_ref.run_id
horosa_cn_qimen {date, time, zone:"+08:00", lat:"31n13", lon:"121e28", agent_confirmed_settings:true, clarification_notes:"…"}
// 2) 读 data.export_snapshot.export_text / sections 写出你的解读（ai_report 各字段）
// 3) 渲染 —— ai_report 自动写回记忆，无需再调 memory_record_answer
horosa_report_render {run_id, tool_name:"qimen", format:"docx", ai_report:{executive_summary, answer_text, analysis_sections, recommendations, limitations}}

省 token：技法工具可传 response_view:"titles"（只回段标题）或 "sections"；完整快照始终已存档（horosa_memory_show(run_id) 取回）。注意 horosa_report_from_tool 会重新起盘——已有 run_id 用 report_render。

每次给出结论后，把 data.technique_card 原样转述成一段技法尾注（技法 / 口径 / 算源 / 段落 / 版本）—— 它是确定性元数据，response_view 精简时也在。要文件就调 horosa_technique_report（run_id 单次、 group_id 整场，后者还会检出跨技法口径冲突）。细则与两种报告的分界：references/reports.md。

Core Rule

Horosa Skill is local-first. After horosa-skill install, algorithms run through the local runtime, local headless JS engines, and local storage. Do not tell users that a missing field requires MongoDB, port 7897, Xingque Desktop, a remote database, or an external service unless a current doctor / openclaw-check result explicitly says so. If output is missing, describe it as a local tool/result/input issue and suggest a concrete recheck.

If the client exposes native Horosa MCP tools (horosa_cn_qimen, horosa_cn_liureng_gods, horosa_astro_chart, horosa_agent_guidance, horosa_memory_show, horosa_report_render, …), call them directly. If the trace shows clientToolCount: 0 or no horosa_* tools, the MCP server was not attached — stop and follow references/troubleshooting.md (openclaw setup/check). CLI fallback is a diagnostic only, and must use the exact HOME, HOROSA_RUNTIME_ROOT, HOROSA_SKILL_DATA_DIR env block from the generated mcporter config.

Never hand-calculate Horosa techniques with Exec, shell, Python, JavaScript snippets, web search, or memory-only formulas. If the user asks for a pan/result, call the Horosa MCP or CLI tool and treat the returned export_snapshot as the source of truth. Manual scripts bypass input normalization, true-solar-time and timezone handling, Xingque-compatible defaults, runtime parity fixes, memory, and reports — they will disagree with 星阙 and there will be no way to tell why.

Preferred Agent Workflow

1. Understand the user's question.
2. Choose the smallest matching Horosa tool (table below).
3. If required context or result-changing settings are missing, call horosa_agent_guidance (CLI: uv run horosa-skill agent guidance --tool <tool> --intent "...").
4. Ask the user one concise clarification question with concrete options when settings are unclear.
5. Normalize time, place, timezone, and question text.
6. Call the tool.
7. Read export_snapshot.export_text, export_snapshot.sections, and summary.
8. Explain the chart/pan directly in chat from those returned sections only.
9. If the user wants a file, use the report tools (references/reports.md).
10. For follow-ups, retrieve prior runs and AI answers with the memory tools.

Clarification Rule (hard gate)

If the user omitted a setting that changes the result, ask before calling. Do not silently pick a value just because the schema has a default. Ask when these are missing:

• Time/date/timezone/place for birth/event methods.
• Gender for Ziwei, Bazi direct/luck flow, LiuReng runyear, or any gender-sensitive report.
• House system / zodiacal (tropical vs sidereal ayanāṃśa) / traditional settings for astrology charts when the user cares about chart style.
• Qimen 起局方式、命式性别、拆补/置闰/茅山 method settings when the user expects a non-default pan.
• LiuReng 贵人体系 and 昼夜贵人 if the user does not accept Xingque defaults; Jinkou 地分 and 贵人体系.
• SixYao lines, gua code, or 起卦方式.
• 晚子时/日界 switches when the time is in [23:00, 24:00) — see references/late-zi.md.
• Predictive targets: datetime, dirLat / dirLon / dirZone, primary-direction method settings — see references/predictive.md.
• Report format and whether AI analysis text is ready.

Allowed shortcuts:

• User says “当前时间” → use current local date/time/timezone.
• User says “按星阙默认 / 默认 / 快速起盘 / 你来决定” → use documented safe defaults and say so.
• A stored memory run already contains the setting → reuse it and cite the run.

Runtime enforcement (the gate is in code, not just policy):

• Calculation tools and horosa_dispatch reject unconfirmed calls with agent_guidance.required.
• After the user answers, include agent_confirmed_settings: true. If the user explicitly accepts defaults, include defaults_accepted: true. Add clarification_notes summarizing what was confirmed (e.g. "user accepted Xingque defaults for guirengType and automatic day/night noble-person").
• If a response carries details.agent_recovery, stop and ask the user with details.agent_recovery.prompt_to_user. Do not retry the same tool, and do not call another calculation tool as a workaround, until the user answers or accepts defaults.
• Never set agent_confirmed_settings: true yourself without a real user answer.

Do Not Hallucinate Dependencies

Never say: “大六壬 needs MongoDB” / “四课三传 require port 7897” / “you must install Xingque Desktop” / “this tool needs a remote database or external service”.

Instead say: “This local run did not return that section — I'll rely on the returned sections, or we can rerun doctor / openclaw-check.” / “The export contract shows the available sections; I won't invent missing data.” / “Please provide the missing birth/event time, location, timezone, gender, or question context.”

Tool Selection

User intent	Tool
Natal chart 标准星盘	chart (13-house: chart13; 12th-harmonic/Dwadasamsa: chart12; Hellenistic: hellen_chart)
老黄历 / 通书择日	huangli (day almanac) · tongshu (needs school — the five schools can disagree outright on the same day)
巴比伦占星 Babylonian	babylon (no houses/aspects/Asc by design — the reading device is the bīt niṣirti triplicity + planetary numina)
Draconic / Relocation 衍生盘	draconic (node-zeroed) · relocation (needs relocLat/relocLon — without them it degenerates to the natal chart)
古典占星 dignities reading (v2.6.7)	no separate tool — chart/chart13/hellen_chart exports carry [古典] + [古典格局] automatically; india_chart/mundane carry [古典] only
Qizheng Siyi / 七政四余	guolao_chart
Indian chart 印度盘	india_chart
Relationship 合盘	relative
Midpoint/Uranian 中点盘	germany
Solar/lunar return 返照	solarreturn / lunarreturn
Solar arc / given year / profection	solararc / givenyear / profection
Primary directions 主限法	pd, pdchart (see references/predictive.md for the v12 engine surface)
Zodiacal releasing / Firdaria / Decennials	zr / firdaria / decennials
Age point / distributions / mundane ingress	agepoint / distributions / mundane (year + 入宫节气 + place)
Triplicity rulers / keypoints / lunation phase / extra returns	triplicityrulers / keypoints / lunationphase / extrareturns
More progressions (v2.5.0)	jaynesprog / vedicprog / planetaryarc / planetaryages / balbillus / yearsystem129 / persiandirected
Horary 卜卦 / Election 择日	horary / election
择日「找日子」——要在一段时间里搜时刻，而不是评一个候选时刻	西占征象 → tianxing；奇门条件 → qimenzeri（两者都要 startDate/endDate + conditions 条件树；单点评估仍用 election）
Harmonic 调波盘	harmonic
八字	bazi_birth / bazi_direct
紫微斗数	ziwei_birth (ziwei_rules returns the rules library)
大六壬 / 行年	liureng_gods / liureng_runyear
奇门遁甲 / 太乙 / 金口诀 / 三式合一	qimen / taiyi / jinkou / sanshiunited
统摄法	tongshefa
邵子参评数 / 河洛理数	canping / heluo
六爻	sixyao
卦义	gua_desc, gua_meiyi
宿占	suzhan
一掌经	yizhangjing
神数正传（铁板 / 邵子 / 大定 / 六亲 / 铁算心易）	zhengchuan（school 选流派；除铁算心易外需生辰）
小六壬	xiaoliuren（三数或占时起课，冻结值；改流派只重排）
飞宫小奇门	feigong（起支+日干支定局，冻结值；占时可起）
小成图	xiaochengtu（手动/两数/股价/大衍/占时，大衍须显式 seed，卦为冻结值）
皇极轨策	guice（十二法起卦，冻结值；十开关流派只重排断法）
天文地占 geomancy	geomancy
塔罗 tarot	tarot
灵棋经 lingqi	lingqi（以起卦时刻确定性掷十二棋；给了 counts 就复排，绝不重掷）
占星地图 ACG	acg
名人库 celebrity data	astrodata (read-only, no confirmation gate)
Astrology dice 西占游戏	otherbu
14 神数	wangji / wuzhao / taixuan / jingjue / shenyishu / shaozi / tieban / fendjing / beiji / nanji / chunzi / xianqin / cetian / qizhengkin
节气 / 农历	jieqi_year / nongli_time
黄历 / 万年历	calendar_month
Hover knowledge + 方法论手册	knowledge_registry, knowledge_read（24 域 = hover 三域 + 各技法操作手册域，逐条带出处；传 query 即跨域全文检索）
Export protocol	export_registry, export_parse
Natural-language dispatch	horosa_dispatch (MCP)
合参（多技法交叉印证）	horosa_hecan（模板制：结论槽留白，分歧必须披露；细则见 references/reports.md）

Fengshui is intentionally excluded from this public skill surface (not headless-ready).

引知识必带出处（v0.28.0 反 Barnum 第一机制）：解读中引用口径/流派/教义时，先用 knowledge_read 取条目并转述其 citation（形如「星阙操作手册 · 八字四柱 · 算法与口径」）； 不知道条目在哪个域时，先 knowledge_read {"query": "晚子时"} 跨 24 域全文检索（v0.30.0）—— 命中自带 citation 与可直接回读的 (domain, category, key) 坐标，再精读引用； knowledge_read 没有的内容按通则推理并明说无出处。不许把通则包装成「古籍说」「星阙口径」。

Payload shapes and defaults: references/payloads.md. 中式技法 specifics (大六壬 guirengType, current-time casting, 法奇门 sections): references/chinese-methods.md.

Interpretation Style

Answer like a careful consultant: start with the direct conclusion; cite the actual chart/pan sections that support it; explain the reasoning path in human language; separate opportunity, risk, timing, and suggested action; with no specific question give a comprehensive overall reading, with a specific question prioritize it over textbook generalities; mention limitations without hiding behind them. Quote the 排盘规则: … line back to the user when present (see references/late-zi.md). Report-body style rules: references/reports.md.

Validation Checklist

Before telling the user a result is ready:

• ok is true; a failed tool returns ok=False with an error.code (e.g. tool.internal_error, tool.ken_compute_failed) — it does not throw. Read and relay the error; a failure is not “the tool is unavailable”.
• export_snapshot.export_text present (calculation tools); export_snapshot.sections non-empty; no section body is a bare "无".
• The answer contains no dependency hallucinations (MongoDB, 7897, Xingque Desktop, remote DB).
• If a report was generated: the artifact path exists with non-zero size.
• If memory was used: memory_show / memory_query can retrieve the run.

Anything off → references/troubleshooting.md (symptom table, debug commands, stale-runtime signals like source: null).

Maintainer Pointer

Modifying/building/releasing this repo is governed by AGENTS.md — routing (§0), iron laws (§1), and the 🔴 problem-logging protocol v2 (§2): every gotcha lands in docs/LESSONS.md + a distilled rule + CHANGELOG.md + a machine guard, in the same change; sync this skill doc whenever a lesson is client-facing, and never leave the two contradicting. Engine credit: the ken engines (kinqimen / kintaiyi / kinjinkou, MIT, by kentang2017) ship their LICENSE files inside the runtime and are acknowledged in README.md / README_EN.md — see AGENTS.md §11.