Injin Amsa Mai-Abubuwa-Hudu: Yadda Cosmic Story v2 Ke Tsara Kowane Babi da AI Ke Samarwa

A wani fanni inda mafi yawan app na ilimin taurari na AI ke naɗe kira ɗaya na LLM cikin samfurin Horoscope na yau da kullum, Cosmic Story v2 yana yin wani abu daban ta fuskar tsari: kowane abin da yake samarwa yana bi ta wani mataki na haɗawa mai sinadarai huɗu kafin a ma kira AI. Wannan mataki ne yake sa fitarwar ta yi kamar ta san wa aka rubuta babin, yaushe, da kuma a wace siga.

Wannan rubutu yana bi ta sinadarai huɗu, yana ba kowanne suna da manufarsa, sannan ya nuna yadda suke haɗuwa zuwa wani umarni guda.

Abubuwa huɗu

┌──────────────────────────────┐
│ 1. Person + bond context     │
│ 2. Astrological surface      │
│ 3. User signal               │
│ 4. Cadence shape             │
└──────────────────────────────┘
       ↓
  composed prompt
       ↓
  AI generation
       ↓
  post-process + encrypt
       ↓
  surface in app

Each factor brings orthogonal information. None is redundant with another. Drop one and the output regresses noticeably; add a fifth and the prompt becomes muddier without gaining signal.

Factor 1: person + bond context

Who is this artifact for? What's their relationship to the user? What do we know about how this bond has felt recently?

This factor includes:

• The person's name and type-of-relationship label (partner, sister, friend, parent, mentor, etc.).
• Aggregated texture from the user's recent activity about this person: how many check-ins included this person's "with-tag", how many journal entries mentioned them, how the resonance scores for this bond have moved.
• A short summary of recent chapters about this person, so today's chapter has continuity with yesterday's.

This is the dominant signal. Astrology can add texture, but if the prompt doesn't anchor on a specific person and the texture of that bond, the output drifts toward generic.

Factor 2: astrological surface

This is what makes the output cosmic story rather than journal app. But — critically — it's a modifier, not a dictionary.

Calculated via Swiss Ephemeris (sweph), wannan ɗakin karatu da ke ƙarfafa kayan aikin kowane ƙwararren masanin ilimin taurari mai gaskiya. Wannan abu ya haɗa da:

• Zane-jiya na mai amfani.
• Daidaituwa tsakanin mai amfani da takamaiman mutum (alaƙarsu a sararin sama, a taƙaice).
• Tasiri na yanzu — abin da taurari na gaske ke yi a yanzu dangane da zanen mai amfani da kuma zanen daidaituwa.

Sakamako yana samun 1 zuwa 3 lakabin fage — ƙananan tambura masu tsari kamar "Wata tairowa Venisi" ko "Mercury juyya murabba'i Rana" — waɗanda babin zai iya dogara da su a matsayin gyara. Babin ba dole ba ne ya ce "Mercury yana a 14° Gemini murabba'i da Rana ta Zane-jiyarka". Yana cewa wani abu kamar "fito-na-fito zai yi wuya a yau; jimla guda gajeriya ta fi uku".

Muryar tsoho turanci ne mai sauƙi. Yanayin kalmomin fasaha na zaɓi ne ga mai amfani da ya saba da ilimin taurari — wannan tambaya guda ce, sai dai mai sarrafa-baya yana juya kalmomin saman su zama na fasaha.

Abu 3: siginar mai amfani

Me ya faru a cikin app, ga wannan mai amfani, kwanan nan? Musamman:

• Shiga na kwanan nan: yanayi, kuzari, sigogin tare-da-tamburi.
• Makin daidaituwa na alaƙar da ta dace: inda Sadarwa, Kusanci, Girma, Rikici suka motsa a wannan mako.
• Saƙonnin koci daga wannan zance (idan akwai) — don mahallin kawai, ba domin mai bayar da AI ya karanta a zahiri ba.

Wannan shi ne abin da ke sa babin ya ji kamar injin yana tunawa da makonka. Ba tare da wannan abu ba, babin yau iri ɗaya ne ko ta yaya ka kasance kana bayyana kanka.

Abu 4: siffar fito-fito

Wane irin kayan tarihi ya kamata wannan ya zama?

• Babi na yau da kullum (yanayin da ya fi yawa).
• Wasiƙar taƙaitawa ta Lahadi ta mako.
• Amsar koci (yanayin Luminara).
• Tunkuɗar al'ada.
• Katin akwatin saƙo (bugun sabuwar alaƙa, yanayi, sabuntawa, da sauransu).

Fito-fito yana zaɓar samfurin da ya dace, kasafin tsawon da ya dace (babi ≈ 220 kalmomi; amsar koci ≈ 120 kalmomi; tunkuɗar al'ada ≈ 30 kalmomi), da masu gyara sautin da suka dace. Ba tare da shi ba, injin zai zama dole ya yi hasashe daga alamun mahalli, wanda hakan mai rauni ne.

Abin da ake aikawa zuwa mai bayar da sabis na AI

Saƙon da aka tsara ba haɗa-haɗa ce kawai ta bayanan mai amfani ba. Matakin tsarawa yana:

• Cire bayanan sirri kai tsaye. Ana mayar da sunaye zuwa alamomi (PERSON_1, PERSON_2) kafin saƙon ya isa ga mai bayar da sabis; mai sarrafa baya yana sake mayar da alamomin zuwa ainihin sunaye bayan an samar.
• Goge bayanan littafin tarihi da mai amfani ya yi alama a matsayin na sirri.
• Ƙara saƙon tsarin wanda ya ƙunshi shingayen hana da'awa (babu da'awar lafiya / haihuwa / daidaito; babu cin mutunci ta hanyar kwatance; babu maganar maye gurbin asibiti).
• Zaɓar samfurin yanayin — babi / taƙaitawa / koci / al'ada / faɗakarwa — kowanne da nasa tsarin fitarwa.

Cikakken kayan yana zuwa ga mai bayar da sabis na AI ta hanyar alamar AI_GENERATION_ADAPTER. Ana iya musanya adaftan; yau My Zodiac AI yana amfani da mai bayar da sabis guda ɗaya, gobe kuma mai yiwuwa wani ne, kuma injin bai damu ba.

Bayan AI: sarrafa-baya

Da zarar AI ya amsa, abubuwa huɗu na faruwa:

1. Mai rarraba rikici — yana duba ko bayanin da mai amfani ya shigar kwanan nan ko wannan fitarwa ta ƙunshi yaren rikici. Idan eh, a fito da hanyoyin tallafi na cikin gida a fili.
2. Mai cire guntun ɓangare — yana janyo guntun ilimin taurari 1 zuwa 3 daga fitarwar.
3. Tace-da'awa — yana cire duk wani furuci da ya saɓa wa jerin lokaci 30+ da aka haramta (na likitanci, daidaito, sarrafa abokin tarayya).
4. Ɓoyewar AES-256 — ana ɓoye jikin babin kafin a rubuta shi zuwa MongoDB.

Sannan ana adana kayan tarihin (a cikin soulwise_chapters), wani taron EventEmitter2 ya tashi (CHAPTER_COMPLETED), kuma inbox ɗin ya fito da shi.

Me ya sa wannan ke da muhimmanci ga shafin tallace-tallace

Yawancin apps na ilimin taurari na AI suna naɗe kira ɗaya kawai na LLM. Injin abubuwa huɗu shi ne dalilin tsarin da ya sa abubuwan da Cosmic Story v2 ke fitarwa suke jin sun san wa aka yi su da kuma yaushe. Shi ne kuma dalilin da ya sa injin zai iya samar da har zuwa abubuwa 35 daban-daban da AI ya ƙirƙira ga kowane mai amfani da premium mai aiki a kowane mako ba tare da jin maimaici ba — kowane abu yana ginuwa daga haɗin daban-daban na mutum + sigina + saurin yawaitawa.

Wannan shi ne, a tsari, fa'idar gaba: babu wani a wannan rukunin da ke haɗa prompts ta wannan hanya. Co-Star yana naɗe prompt ɗaya ga kowane mai amfani a kowace rana. The Pattern ba ya samar da sabon abu kwata-kwata. Paired yana tsara dangantaka ɗaya ne kawai.

Abubuwa huɗu, bututu ɗaya, nau'ikan abubuwa takwas. Wannan shi ne injin.

Tambayoyin da Aka Saba Yi

Me ya sa abubuwa huɗu ba uku ko biyar ba?

Abubuwa uku suna ba da sakamako mai sauti irin na gama-gari domin kaɗawa (nau'in kayan tarihi) yana ruɓewa cikin ɗaya daga cikin sauran abubuwan. Abubuwa biyar ko fiye suna kawo cudanya — abu na ƙarshe ba ya kawo siginar daban. Huɗu ne ya zama ƙaramin saiti da yake samar da sakamako mai keɓanta ga dangantaka, mai keɓanta ga lokaci, kuma mai sanin yanayi ba tare da maimaitawa ba.

Shin injin yana karanta rubuce-rubucen littafin tunani na kalma-da-kalma?

Injin yana karanta rubuce-rubucen littafin tunani waɗanda aka yi musu alama da feed-enabled. Kowane rubutu yana da alamar 'private — kada a ciyar wa Luminara' na kowane rubutu. A kashe ta tun farko. Premium yana ƙara bulk-toggle don tsofaffin rubuce-rubuce. Ba a raba komai a wajen asusunka.

Shin ilimin taurari shi ne babbar sigina a cikin tambayar?

A'a. Ilimin taurari mai gyara ne. Babbar sigina ita ce mutum + yanayin alaƙa da kuma sigina ta kwanan nan daga mai amfani. Ilimin taurari yana ƙara yanayi — 'jan Mercury na gaske ne yau' maimakon 'yau a lissafce rana ce mai matsananciyar damuwa'. Muryar da aka saba ita ce Turanci mai sauƙi; yanayin kalmomin fanni za a zaɓa shi da kanka.

Karanta na gaba

• Tsarin Cosmic Story v2 — cikakken yawon injiniya.
• Yadda yake aiki da kyau — tsananin V-Model, manufofin aiki, tsaro.
• Misalin mako na fitarwa — yadda kwanaki bakwai na kayan aiki suke kama da gaske.
• Buɗe My Zodiac AI a App Store.