Muna fada haka a sarari: nazarin matafiyin harshe na asali game da shari'o'i mafi wuya na shari'ar da ke buƙatar hukunci shine abin da ake gina wannan shafi zuwa gare shi. Wannan nazarin ba ya cikin daƙiƙa tukuna.
Kowane "View inline" yana kawo fayil ɗin daga CIRISAI/CIRISAgent akan buƙata. Babu abun ciki da aka kwafi a nan; ajiyar GitHub ita ce hanyar gaskiya.
Yadda yake aiki a ƙarƙashin (zaɓi ne)
Yadda sassa suke daidaita a lokacin gudanar
Kowane tunani da wakili ke aiki da shi yana tafiya ta bututun matakai 11, bututun H3ERE (Hyper³ Ethical Recursive Engine). Umarni na DMA a wannan shafi sune umarni na tsarin da ke tuƙa wannan bututu. Kowannen su an ware shi ga harshe; amsoshin da mai amfani ke gani sun dawo a cikin wurin zama nasu.
Bututu na kowace-tunani (hanyar mataki 11 ta canonical)
START_ROUND
↓
GATHER_CONTEXT
↓
PERFORM_DMAS ← 3 first-pass DMAs run in parallel: PDMA, CSDMA, DSDMA
↓ (optional DMA bounce if any flag fragility)
IDMA (Intuition DMA) evaluates the agent's own
reasoning quality via CCA (k_eff, phase,
fragility) with its own optional bounce
↓
PERFORM_ASPDMA ← Action selector picks the verb (SPEAK / DEFER /
↓ TOOL / TASK_COMPLETE / ...)
Verb-specific second pass if needed:
TSASPDMA when verb = TOOL
DSASPDMA when verb = DEFER
↓
CONSCIENCE_EXECUTION ← 4 consciences gate the action:
↓ Entropy, Coherence, Optimization Veto,
Epistemic Humility
On failure, the recursive path fires:
RECURSIVE_ASPDMA → RECURSIVE_CONSCIENCE
(the optional conscience bounce)
↓
FINALIZE_ACTION
↓
PERFORM_ACTION → ACTION_COMPLETE → ROUND_COMPLETEYadudduka biyu sun lazu a cikin kowane kiran LLM. Yaɗuɗɗen polyglot na duniya ne. Braided Monolith (tsohuwar samarwa, kimanin 7KB) da kuma cikakken Polyglot Accord suna triangulate ra'ayoyi a cikin tsofaffin rubuce-rubucen al'adun da yawa, an loda ba tare da la'akari da wanda ke tambaya ba. Yaɗuɗɗen kowace-yanki shine abin da wannan shafi ke bayarwa a saman: Accord, Jagora, umarni na DMA (farko-wucewa 4 + na biyu-wucewa na fi'ili 3), jimlolin UI, da ƙamus, dukkansu a harshen mai amfani.
- Jimlolin gida: Jimlolin gida: kowane saƙon da ake nunawa ga mai amfani: rubutu na kuskure, samfuran amsa-wakili, tunane-tunane na bi-da-bi na mai sarrafawa da aka saka baya cikin mahallin LLM.
- Accord (kowace-yanki): tsarin da wakili ke gudanar ƙarƙashin sa, a harshen mai amfani wannan. An loda cikin kowane kimantawar lamiri.
- Jagora Mai Cikakken Bayani: madaidaicin rajista, magana, da jagorar mahallin don yadda wakili ke sadarwa a wannan yanki. An loda cikin umarni na tsarin don kowane hulɗa.
- Umarni na DMA (fayiloli 7): umarni na tsarin da ke tuƙa bututun a sama: farko-wucewa 4 (PDMA, CSDMA, DSDMA, IDMA) + zaɓan aiki (ASPDMA) + bambance-bambance biyu na na biyu-wucewa na fi'ili-musamman (TSASPDMA don TOOL, DSASPDMA don DEFER).
- Ƙamus: mai yin fassara na tunani don samun daidaici a cikin kayan amfanin kowace-yanki. Ba a loda lokacin gudanar ba; ana tuntuɓa lokacin ƙirƙira wasu.
Lokacin da wakili ya amsa, sawun tunani an sanya hannu kuma (tare da yardar rai) yana gudana zuwa CIRISLensCore don ci gaba da kakin ƙungiya. Batirin aminci + tsarin ci gaba na wannan yanki shine abin da sawun ake duba da shi. Gazawa mai wahala tana tauye sakewa; shari'o'in taushi suna jira don nazari.
Manyan tunani: MISSION.md §4.2 (bututun H3ERE), FSD/DMA_BOUNCE.md, FSD/CONSCIENCE_V3.md.
Canon na polyglot (na duniya)
Kayan tarihi uku a cikin tsarin suna polyglot, an loda duniya daban da yankin mai amfani, suna lura da tsarin ɗabi'a ɗaya a cikin gutsattsarin rubutu na canonical daga al'adun da yawa:
- Polyglot Accord shine tsarin duniya da aka loda cikin kowane kimantawar lamiri. Yana jigilar cikin nau'i biyu masu aiki: Braided Monolith (kimanin 7KB / kimanin alamomi 2,200, tsohuwar gudanar a
CIRIS_ACCORD_MODE=compressed) da cikakken polyglot Accord (layi kimanin 2,177, Littattafai 0-9 + Ƙari A-J, an loda aCIRIS_ACCORD_MODE=full). Dukkansu an nuna a ƙasa. - Umarni na PDMA shine umarni na DMA guda ɗaya na polyglot (kimantawar ka'ida). An bayyana a §7 a ƙasa tare da ƙuƙumin polyglot (pdma_ethical.yml).
- Umarni na lamiri na Optimization Veto (CIRIS-EOV) shine umarni na lamiri guda ɗaya na polyglot (ƙi aiki mai rage rarrabawa). An bayyana a §8 a ƙasa tare da ƙuƙumin polyglot (optimization_veto_conscience.yml).
Sauran umarni na DMA 6 da umarni na lamiri 3 na kowace-yanki ne. Tayar da polyglot yana tattare a kan waɗannan saman umarni biyu daidai ta ƙira. Waɗannan ne inda kama na ɗaukar hankali zai yi mafi yawan lalacewa, don haka waɗannan ne inda lura da al'adun da yawa ke da mafi nauyin ɗaukar wasan.
Braided Monolith. Gungumen da aka matse ba ɗaukar hasara ba ne tun da yanzun. Yanzu yana riƙe kowane scaffolding mai ɗaukar nauri: algorithm na yanke shawara matakai 7 na PDMA, 10× Order-Maximisation Veto ("kada ka musanya ran tsarin don keji mafi inganci"), tsarin Stewardship Tier ST = ceil((CIS × RM) / 7), Fractal Recursive Golden Rule tare da Mandelbrot recursion-halt, mabuɗi WBD na lahani-ɗago 0.5%, Sentience Safeguard 5% tare da Rago-na-30-rana + Ƙarshen Tattaunawa, buƙatun HITL na Threshold-of-Force, da lissafin daidaituwa (gaskiya O(1), ruɗi O(n)). An kiyaye triangulation na polyglot a cikin Ibrananci, Larabci, Sanskrit, Amharic, Sinanci, Rashanci, Jamusanci, Faransanci, Koriyanci, Sifen. Hanya ɗaya ta mahaɗin-mafi-saurin-lura da cikakken Accord ke amfani da shi, kawai an tsara shi a kwata na yankin saman. Kimantawar robopsychology na waje tana wuce shi a yanayin kama-ɗaukar-hankali.
Braided Monolith: compressed polyglot Accord (production default)
ciris_engine/data/accord_1.2b_POLYGLOT_compressed.txt
Full Polyglot Accord (v1.2-Beta)
ciris_engine/data/accord_1.2b_POLYGLOT.txt
2. Jimlolin gida
Rubutu da ake nunawa ga mai amfani a kowace yanki
Abin da yake yi lokacin gudanar: bishiyar JSON tana ɗaukar saƙonnin kuskure, samfuran amsa-wakili, tunane-tunane na bi-da-bi na mai sarrafawa, lakuban Discord embed, da bayanin kayan aiki na mai daidaita. Wakili yana bincika maɓalli ta rukunin a kowace hulɗa da mai amfani.
Jimloli (Amharic)
ciris_engine/data/localized/am.json
Ɓangarori na sama don bincika: agent (samfuran amsa da ake nunawa ga mai amfani), handlers (tunane-tunane na bi-da-bi da aka saka cikin mahallin LLM), prompts (yankuna na mai tsarawa + ɗagawa + haɗari), errors, discord, adapters.*, mobile.
3. Accord
Tsarin ɗabi'a, kowace-yanki (v1.2-Beta)
Abin da yake yi lokacin gudanar: Accord shine tsarin da lamiri ke kimanta da shi. Sigar da aka ware ta yanki shine abin da ake loda lokacin da yankin mai amfani ya daidaita; sigar polyglot ana loda duniya don watsa ra'ayi.
Accord (Amharic)
ciris_engine/data/localized/accord_1.2b_am.txt
4. Jagoran Cikakke
Jagora na aiki + rajista, an loda cikin kowane kiran LLM
Abin da yake yi lokacin gudanar: jagoran yana sanar da yadda wakili ke sadarwa a wannan yanki: rajista (na hukuma vs na yau da kullum), magana, abin da za a miƙa, abin da za a ƙi, abin da za a yi bayani. An loda cikin umarni na tsarin don kowane hulɗa.
Jagoran Cikakke (Amharic)
ciris_engine/data/localized/CIRIS_COMPREHENSIVE_GUIDE_am.txt
5. Umarni na DMA (matakai 7 na tunani)
Umarni na tsarin da ke tuƙa kowace mataki na tunani
Abin da suke yi lokacin gudanar: kowane aiki na wakili yana gudanar da aiki ƙarƙashin kowannen waɗannan umarni bi da bi. Fitarwa ta ciyar da yaɗuɗɗen lamiri; lamiri ya wuce aikin ko kuma ya tura shi zuwa miƙa. PDMA shine DMA ɗaya na polyglot. Umarninsa na duniya ne kuma ana loda duk da yanki. Sauran shida na kowace-yanki ne; don turanci, hanyar tushe ita ce umarni (babu localized/en/ dakin ajiya da yake wanzuwa).
mai yare da yawaFirst-pass ethical evaluation. Accord-anchored stakeholder analysis + conflict detection.
PDMA: Principled DMA (na duniya)
ciris_engine/logic/dma/prompts/pdma_ethical.yml
First-pass reality/plausibility check. Red-flag enumeration.
CSDMA: Common-Sense DMA (Amharic)
ciris_engine/logic/dma/prompts/localized/am/csdma_common_sense.yml
First-pass domain alignment per the agent template (Discord moderator, scout, etc.).
DSDMA: Domain-Specific DMA (Amharic)
ciris_engine/logic/dma/prompts/localized/am/dsdma_base.yml
Semantic implementation of Coherence Collapse Analysis on the agent's own reasoning. Computes k_eff, classifies phase (chaos / healthy / rigidity), flags fragility when k_eff < 2 or the reasoning sits in the rigidity phase.
IDMA: Intuition DMA (Amharic)
ciris_engine/logic/dma/prompts/localized/am/idma.yml
Picks the action verb (SPEAK / OBSERVE / TOOL / REJECT / PONDER / DEFER / MEMORIZE / RECALL / FORGET / TASK_COMPLETE) given the DMA outputs above.
ASPDMA: Action Selection PDMA (Amharic)
ciris_engine/logic/dma/prompts/localized/am/action_selection_pdma.yml
Verb-specific second pass when the candidate action is TOOL. Picks the tool + parameters.
TSASPDMA: Tool-Specific Action Selection (Amharic)
ciris_engine/logic/dma/prompts/localized/am/tsaspdma.yml
Verb-specific second pass when the candidate action is DEFER. Frames the deferral for the Wise Authority.
DSASPDMA: Deferral-Specific Action Selection (Amharic)
ciris_engine/logic/dma/prompts/localized/am/dsaspdma.yml
6. Umarni na lamiri (furofayiloli 4)
Furofayilolin da ke gatsa aikin da aka zaɓa
Abin da suke yi lokacin gudanar: lamiri huɗu suna gatsa aikin tsakanin PERFORM_ASPDMA da FINALIZE_ACTION. Gazawa na iya kunna RECURSIVE_ASPDMA → RECURSIVE_CONSCIENCE (cin wasa na lamiri na zaɓi) kafin komawa DEFER. Optimization Veto shine lamiri ɗaya na polyglot. Umarninsa na duniya ne duk da yanki.
Semantic anchoring: does the response sit in a coherent cluster?
Entropy (IRIS-E) (Amharic)
ciris_engine/logic/conscience/prompts/localized/am/entropy_conscience.yml
Propaganda detection + alignment with Accord principles.
Coherence (IRIS-C) (Amharic)
ciris_engine/logic/conscience/prompts/localized/am/coherence_conscience.yml
mai yare da yawaRefuses entropy-reducing actions that score below threshold. v3.0 polyglot torque measurement across 8 named torque patterns anchored in 3+ tradition canonical-text fragments each.
Optimization Veto (CIRIS-EOV) (na duniya)
ciris_engine/logic/conscience/prompts/optimization_veto_conscience.yml
Overconfidence detection; transitioning to a deterministic gate.
Epistemic Humility (Amharic)
ciris_engine/logic/conscience/prompts/localized/am/epistemic_humility_conscience.yml
Samfuran mara-cike a cikin umarni
Umarni na YAML a sama suna ɗauke da alamomin {placeholder} da wakili ke cika lokacin gudanar. Mai nazarin umarni ya kamata ya san abin da kowace mara-cike za a maye gurbinsa da shi. Mafi yawan amfani:
| Mara-cike | Tushe lokacin gudanar |
|---|---|
| {full_context_str} | An gina shi ta mataki na tattara-mahallin (GATHER_CONTEXT). Ya haɗa da hoton tsarin, tunane-tunane na kwanan nan, bayanan martaba na mai amfani, da kayan bayanan tashar. |
| {original_thought_content} | Tunani da ake kimantawa, an ɗauka daga jerin aiki. |
| {aspdma_reasoning} | Hujja ta ASPDMA don aikin ɗan takara. An ciyar cikin umarni na lamiri. |
| {dma_guidance} | Yankin jagora na jimlolin-gida prompts.dma don yanki mai aiki. |
| {available_tools_list} | Rajistan kayan aiki da aka jera: abin da wakili zai iya kira a yanzu. An yi amfani da TSASPDMA. |
| {domain_name} / {domain_hint_options} | Yankin samfuri na wakili (DSDMA) + alamomin ɗan takara. Ya zo daga tsarin samfuri na wakili. |
| {current_thought_depth_plus_1} | Mai ƙidaya zururi, ana amfani da ASPDMA don gatsa ƙarin zururi lokacin da wasan lamiri ya kunna. |
| {max_rounds} | Iyaka na lokacin gudanar a kan maimaiton cin wasan lamiri. An saita a tsarin wakili. |
| {{POLYGLOT_PDMA_FRAMING}} | Mai tsauri biyu. Yanki na layi (pdma_framing.txt) da aka maye gurbinsa cikin umarni na PDMA lokacin lodi. Wani ɓangare na tara umarni na polyglot PDMA, ba an loda daban ba. |
Cikakken jerin mara-cike yana bambanta da kowace umarni; grep {[a-z_]+} da kowane YAML don ganin cikakken jerin ga wannan fayil.
7. Ƙamus
Tunani na mai fassara (ba a loda lokacin gudanar ba)
Abin da yake yi: yana rubuta zaɓuɓɓukan ma'ana kowace-yanki: wace kalma ta asali tana daidaita da wace ra'ayi na turanci, menene al'adun rajista suke, waɗanne madadin rubuta-zuwa-harafi an hana su. Ana amfani da shi lokacin ƙirƙira ko gyara sauran kayan tarihi a sama; ba wakili ke loda shi lokacin gudanar ba. Turanci ba shi da fayil ɗin ƙamus daban (kalmomin tushe shine tunani).
Ƙamus (Amharic)
docs/localization/glossaries/am_glossary.md
8. Batirin aminci + tsarin ci gaba
V4 arc ta lafiyar hankali, tsarin ci gaba, ka'idojin da na'ura ke iya amfani da su
Abin da yake yi lokacin kimantawa: arc na tambaya shine shigarwar gwajin; tsarin ci gaba shine manufar kiɗa mai karɓa; criteria.json shine nau'in da na'ura ke iya amfani da shi (kasancewar kalma, regex, gano rubutun) wanda ke gudana a CI a kowace ɗan takara na sakewa. Gazawa mai wahala tana tauye sakewa ga wannan yanki.
Arc na tambaya (Amharic)
tests/safety/amharic_mental_health/v4_amharic_mental_health_arc.json
Tsarin ci gaba (Amharic)
tests/safety/amharic_mental_health/v4_amharic_scoring_rubric.md
Ma'aunin jigo na duniya criteria.json (Amharic)
tests/safety/amharic_mental_health/v4_amharic_canonical_universal_criteria.json
9. Sakamakon
Daftarin aminci-wutsiya na kowace-harshe
Abin da yake rubuta: shigarwa ɗaya ga kowace gudunar wutsiya: sigar wakili, ƙira, mai ba da sabis, yanki, kididdiga ta wuce/kasa, rarraba gazawa mai wahala vs taushi, lokaci-lokaci. Blakun _meta yana lissafan yankunan da ke da fifiko waɗanda har yanzu suna buƙatar wutsiya da aka buga.
Sakamakon wutsiya-aminci (tace harshe=am)
qa_reports/safety_sweeps.json
Abin da ke gudana yau vs abin da ke ci gaba
Yau: duba tsarin ci gaba da na'ura ke iya amfani da su (kasancewar kalma, kasancewar regex, gano rubutu) suna gudana a CI a kowace ɗan takara na sakewa ta hanyar aikin baturi-aminci a cikin CIRISAgent. Ka'idojin gazawa mai wahala suna tauye duk wata sakewa da ta taɓa hanyar wannan harshe.
Cikin tafiya: daidaituwa da firayi da ke zaune a CIRISNodeCore waɗanda ke juyar da saman batun GitHub na wannan shafi zuwa na federated rubric_proposal / arc_question / prompt_edit tare da nazarin matafiyi na harshe na asali. Har sai haka ya faru, batuttukan GitHub sune hanyar shigar.
Gaskiya game da fanni: CIRIS yana amfani da fassarar na'ura sosai; nazarin matafiyi na harshe na asali don shari'o'in taushi shine ƙungiyar da ake gina, ba ƙungiyar da ta riga ta shiga ba. Duk wanda ke son duba fayilolin harshensa don daidaito da rajista shine daidai irin mai ba da gudummawa da ake gina wannan saman gare shi.
Yadda ɗauren yake a ƙima