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mu' tetlh

mu’Del
ghoqwI’SeHlu’bogh AI ta’wI’
juppotlh pagh ghom ghoqwI’ bIjatlh; jup HochvaD wa’ home thread (‘em tlhegh juppu’)
potlhlIngvo’ reH Qapbogh juppu’ (jIH QaHwI’ + pat QanwI’)
laHwI’nIH QapwI’; jup Hoch chenmoHlaH (run_specialist)
home threadjup HochvaD wa’ taH ja’chuq
laHMarkdown mIw tev
laH chuprapbogh laH, ja’chuq tlheD loS — yIlo’, DaH ghobe’, pagh joH/SeHwI’ yIchu’Ha’
janra’laH laH
ghItlh Daqpat-Hutlh tev janmey (read_file, edit_file, grep, …) EYAS ghaj, wa’ nobwI’ SDK ghajbe’
WorktreenIteb git vum Sor, cha’logh ghItlh laHwI’pu’vaD (.eyas-worktrees/)
chov ra’meySeHlu’bogh lint/chov mIwmey — ghoqwI’ Qappu’DI’ LLM chovwI’ pa’ Qap
jan tlheghPreToolUse / PostToolUse ja’wI’, Hoch jan QapDI’
jan mejjan tetlhDaq jan ra’ Dotlh rIn: Qapla’, luj, lajQo’lu’, chaw’ poQ pagh juSlu’ (mIw nom rInchugh mej Sovbe’lu’). jan jangqa’DI’ neH SuD tlhegh; Hoch nobwI’Daq rap (jan tetlh)
jan Qap logHoch jan ra’ qonlu’ghach: pong motlh, ‘el, nIH pagh Qagh, poH, ja’chuq, ghoqwI’, Qap je. mIwDaj’eghDaq CLI Qapbogh janmey ngaS je (Claude Code Bash run_command rur qonlu’). naQ chovwI’ Self-learning je laD; vo’ qawHaqDaq pagh ghoS (janmey)
Qu’ navvum tlha’ Daq
ja’chuqQIn He
mIw rInchay’ ja’chuq mIw rIn, jang bIngDaq wa’ Degh: rInchugh Degh pagh; pagh mIw veH paQlu’pu’, mej veH paQlu’pu’, lajQo’ model, jan Huch natlhlu’pu’, mevlu’pu’, luj pagh chaw’ loS. DaH ghItlhlu’bogh jang reH pollu’ (mIw rIn)
qawHaq patlhworking→episodic→vault→archive
tetlh tlhol (L0)EYAS polbogh Hoch QIn cha’DIch qon — mu’ mu’ rap, machmoHlu’bogh — ‘ej jan nIH pat meq je, chu’chugh chu’meyvetlh. qawqa’ neH lo’taHvIS patmey ghoS; qonlu’bogh jan nIH meq je qawqa’lu’ not. chu’: memory.l0.enabled (tetlh tlhol)
voq patlh‘Iv qawlu’bogh ghItlh ghItlh: owner, derived, peer, ingested pagh quarantined. vIt pagh naQ voqqu’lu’ not; chenmoHbogh ghItlh ‘ar voqlu’. qawqa’Daq ngI’: 1 / 1 / 0.3 / 0.6 / not (voq: ‘Iv ghItlh)
Qu’ veHja’chuq leghlaHbogh qawHaq: Qu’Daj qawHaq, Qu’ SeghDaj qawHaq, qo’ qawHaq je — latlh Qu’ qawHaq not. De’wI’Daq ngaQmoH EYAS, qawqa’vaD Hoch qawHaq janvaD je; pat ngeHbogh buSHa’lu’ (ja’chuq ‘Iv qawHaq leghlaH)
qawHaq IDqawqa’lu’bogh tlhegh ID, memory_expand poSmoHbogh. ID tagh ‘ay’Daj ngu’: vt: vault ghItlhHom, gs: naQ, ft: vIt, en: Doch, ep: wanI’ qawHaq, rw: tetlh tlhol (ngo’ QIn). ngoqmeyvam lo’taHvIS nobta’lu’bogh qawHaq togh bejlaH
qawHaq ‘ay’teqlu’: ngo’ memory_block_* janmey lo’taHvIS ghoqwI’pu’ laDbogh/ghItlhbogh boq QIn; chu’choHDI’ EYAS qawHaqDaq wa’logh cha’loghlu’
vaultMarkdown poH nI’ Sov
Capture runwa’ tlheD ‘em nI’ qawHaq tev; Hoch rIn memory_capture_runs tetlh ghItlh. chu’: memory.capture.enabled
nabmeylaw’ artboard .dc.html + canvas.json, Claude Design tej EYAS QapwI’
nobwI’LLM ‘em pat
nobwI’ Seghcli (Claude Code CLI, Grok CLI, Kimi Code CLI), local (Ollama, LM Studio, vLLM) pagh api (Hoch Hop API). Qu’ pong retlhDaq nob GET /api/v1/model/providers, ‘ej lo’taHvIS CLI nobwI’ ghov nobwI’pu’ nav lIng pIn’a’ je (nobwI’pu’)
ngaQlu’bogh patja’chuq Qapbogh ‘ej polbogh pat. pongbe’bogh ja’chuq chu’ wa’DIch QInDaq lIng motlh Suq; ghIq motlh DachoHDI’ vIHbe’. pat wIvwI’Daq DawIvbogh pat So’ tammoHlu’ not: lo’laHbe’lu’choHchugh, QIn lajQo’lu’
pat wIvwI’ja’chuq Dung naQDaq SeHwI’: ngaQlu’bogh pat, autom He, pagh jup motlh wIv, ‘ej veb QIn ‘Iv pat jang ‘ej qatlh ja’
autom Heja’chuq wIv: autom cherlu’bogh ja’chuq neH QInmeyDaj Seghlu’ ‘ej He patlhmeyDaq Helu’, He nISbe’ yIchaw’ (Allow Auto-routing) chu’taHvIS neH
jup motlhjup ghajbogh ja’chuq (bIng ja’chuq je) jupvetlh pat tlha’, pagh nobbogh ja’chuq pat, pagh motlh; jup pat lo’laHbe’lu’chugh, ghItlhHom tlhej cheghqa’ mIw, tamtaHvIS not
‘em patEYAS ‘em Qu’ (pongmey, tlhaq, qawHaq capture, Hub noHwI’, tej, …) Qapbogh pat — nIteb ra’ QaplaHbogh nobwI’ neH, He patlh mIw ngaQ tlhej nIDlu’. He patlhDaq retlh pat ra’mey ‘emwI’ Hoch ghom nuqDaq ghoS ‘ang
kernel teywI’ HungClaude Code shell ra’mey Grok CLI janmey’egh je Qapbogh OS teywI’ Hung (macOS Seatbelt, Linux bubblewrap), EYAS Hur qawHaq EYAS De’ pegh je botbogh; Kimi Code CLI ghajbe’. security.cliSandbox: auto | required
botmoH (nobwI’ qawHaq)qawHaq → Hoch Del nav joH ta’: wa’ nobwI’ ghItlhbogh Hoch patvo’ So’, ‘ej ghIq tlhabmoHlaH; pagh teqlu’
CLI juHvumwI’ SeH’egh rarbe’, Grok CLI Kimi Code CLI OpenCode je Qapbogh EYAS ghajbogh pa’ (<data dir>/cli-homes/<provider>); EYASvaD ‘elchaj ngaS. Claude Code juH juH pol, ‘elDaj neH nobchuq
EYASvaD ‘elEYAS CLI juH’eghvaD Grok CLI / Kimi Code CLI ‘el (De’wI’ ngoq, pagh GrokvaD xAI API ngoq) — juH ‘el lo’be’lu’
nIteb chovCLI (Claude Code, Grok, Kimi) juHvo’ pagh laD ‘e’ chov EYAS; lujbogh mIw mev ‘ej latlh patDaq vIHlu’ not
nob chovbun run test:live-cli, nobpa’: EYAS lo’taHvIS Qopbogh, mIQtaHghachmey ghajbogh juHDaq Qap teH Claude Code Grok CLI je (Kimi Code CLI je, chellu’DI’), juHvo’ pagh laDlu’ ‘ej EYAS Hur qawHaq lajQo’lu’taH ‘e’ tobmoHmeH. Dil Hutlhbogh ‘ay’Daj juH ngeb pat lo’, token lo’be’ (chay’ nIteb tobmoHlu’)
tobta’bogh CLI chovnatlhnob chov Qapta’bogh CLI chovnatlh Qav: Claude Code 2.1.281, Grok CLI 1.0.41; Kimi Code CLI wej. chellu’bogh chovnatlh pImchugh ghuHmoH eyas doctor; taghDI’ Hoch session chovlu’taH (tobta’bogh CLI chovnatlhmey)
mIw ‘ay’Hoch mIwDaq DaH QInlIj DungDaq EYAS chelbogh <turn-context> ‘ay’: DaH jaj poH je, ghIq qawqa’ ‘ay’. Hoch mIwDaq chu’ chenmoHlu’ ‘ej patDaq neH ngeHlu’ — QInlIj tlhej pollu’ not —, vaj mIwvo’ mIwDaq choHbe’ pat mu’tlhegh (chay’ qawqa’ patDaq ghoS)
qawqa’ ‘ay’mIw ‘ay’ qoDDaq per ghajbogh <eyas-memory> ‘ay’: taHbogh ghItlhHommey, QInvamvaD Suqlu’bogh ghItlhHommey, Qapqu’bogh Sammey naQ ghItlh je. Hoch nobwI’Daq rap; jangbogh pat De’ ‘aqroS DoS tlhej juvlu’
qawHaq nejmemory_search / memory_expand lo’taHvIS qawHaq poSmoH pat’egh: Hoch nobwI’Daq wa’ jangvaD 3 ra’, reH ja’chuq Qu’ veH qoDDaq. Hoch juH mIw’egh lo’taHvIS janmey pong (Claude CodeDaq mcp__eyas__memory_search, Grok CLIDaq use_tool eyas__memory_search je); jan ra’laHbe’bogh pat qawHaq nejbe’, ‘ach naQ ghItlh ghajbogh ghItlhHommey law’ Suq (latlh nej: memory_search ‘ej memory_expand)
nobta’ghach mIwmIw jangbogh pat Sovbogh EYAS: De’ ‘aqroSDaj, jan ra”a’, EYAS janmey chay’ pong juHDaj, qawHaq nejlaH’a’ je. pat mu’tlhegh qawqa’ ‘ay’ je juvmeH lo’lu’, ‘ej jan ra’laHbe’bogh patvaD pagh jan ngeHlu’. Hoch mIwDaq qawHaq nobta’lu’bogh ‘ay’ ‘ang (De’ chellu’ghach)
qawmoHwI’ QuQHoch pat qawqa’meH lo’bogh: juH vector chenmoHwI’ (multilingual-e5-small, pagh hash cha’DIch), Qu’ ‘ay’Daq ngaSlu’bogh vectormey, wa’ tlhob, wa’ patlh mIw je. qawHaq → Hoch Del nav qawmoHwI’ QuQ navDaq ‘anglu’, laD neH (qawmoHwI’ QuQ)
nobwI’ qawHaq nobta’ghachnobwI’pu’ rarbogh bejlaH → De’ nav: qawHaq ghajbogh mIwmey, ‘ay’vaD Doch motlh, qawHaq tokenmey, mIwvaD qawHaq nejmeH je. mI’mey rapchugh, rap qawHaq Suq Hoch pat (AI bej ‘ej vum)
EYAS Hur qawHaqlatlh jan qawHaq, ghItlhHom vaultmey, EYAS De’ pa”egh je — Hoch patvaD laD ghItlh je lajQo’lu’
MCPModel Context Protocol
rarponglu’bogh Hur pat tetlh ‘ay’ (Odoo, GitHub, MCP, …) yIn + vault peghmey tlhej
HeHur QIn rarwI’ — rar ‘oHbe’, ghop ‘oHbe’
ghop (Hand)raplu’bogh juH lo’wI’ OS/CLI/Daq janmey (ghopmey)
nagh beQHop prompt→pixel gateway (Magnific, Higgsfield, fal, HeyGen). vagh media_* jan; pagh motlh. (nagh beQ)
HeyGenjatlhwI’ / ja’wI’ nagh tIH nIH optional, nagh beQ ‘em (MCP OAuth, jan web Huch). mIw pa’ ‘oHbe’. (nagh beQ)
mIw pa’juH chenmoH mIwmey (HTML pagh video → nay’). Media ‘oHbe’. (mIw pa’)
Video UsemIw pa’ mIw: video pe’lu’ EDL lo’ (Video Use)
Browser UseCLI sidecar optional. Chrome lI’ CDP (Browser Use)
OpenCodeMIT mIw jan sidecar optional (HTTP 127.0.0.1 + TUI). vendoredbe’. (OpenCode)
OpenCode qawHaq pluginOpenCode patvaD EYAS memory_search / memory_expand nob, laD neH; qawHaq ghItlhbogh jan pagh. opencode_run Qu’ ja’chuqDaj Qu’ veH laD, latlh sessionmey qo’ qawHaq neH laD, ‘ej rarlu’bogh Hur De’wI’ pagh laD. EYAS taghbogh Hoch OpenCode Qap ngoq’egh ghaj, Qap tlhej Hegh ngoq (OpenCode qoDDaq EYAS qawHaq)
Hur qachlatlh jan patvam tu’laH (SSH ‘ej juppu’) (Nodes)
cheltaHghach tevwej nobwI’ laH tev tetlhvo’, MIT chaw’ chov (cheltaHghachmey)
RecordlyAGPL jIH QumwI’; latlh tlhej cheltaHghachmey, qenglu’be’, mIw pa’ mIw ‘oHbe’ (Recordly)
‘oSnej/‘oS De’ poQ, tetlh Halvo’ teH Daja’pa’
boq nejFTS + vector ‘oS boq (RRF)
nej Halponglu’bogh tetlh Sor (Hemey + chaw’lu’bogh pong/mI’/Segh/qorDu’) nej Halmey bIngDaq
ghItlh Hal pinja’chuq pagh Qu’ wIv — ghoqwI’pu’ nej Halmey nuv nejlaH
vum paqmeyponglu’bogh paq (pong + naQ He) ja’chuq laD/ghItlhlaH; wa’DIch primary cwd. Segh pagh Qu’; ja’chuq jeS. teDwI’ janmey naDev ngaQ — pagh ghajbe’bogh ja’chuq EYAS vum pa’Daj Suq
EYAS vum pa’vum paqmey Daj ghajbe’bogh ja’chuqvaD EYAS chenmoHbogh paq; git checkout qoDDaq not (EYAS_WORKSPACES_DIR vIHmeH)
nab wa’DIchghItlhwI’ mIw: pat nab ghItlh ‘ej chaw’ / nab yISkip / lajbe’ loS, jan pa’
Skill import rootspat skills.importRoots / agent.importRoots local.yamlDaq — latlh markdown pa’mey, Hoch taghDI’ laDlu’. motlh chIm. latlh jan pa’mey qoDDaq Sormey buSHa’lu’
Qu’ wikiQu’vaD navmey (/projects/:id/wiki); chaw’ auto-update SoQ ticketmey ‘ej ghom wuqvo’
needsPinjan ja’ — law’ odoo-qorDu’ mI’ SuH ‘ach pagh pinlu’
Prompt Enhancerja’chuq mu’tlhegh chovnatlh ghojmoHwI’ (pat qorDu’ Sov)
Prompt CoachnI’ Qu’ / ghoqwI’ pat mu’tlhegh ghojmoHwI’
Forgelajlu’bogh qa’ choHmey
God Moderap Qu’ SeHmey pat tetlh baH; chair mI’ rapDI’ wIv
Hub lojmItta’ pa’ chut
CASLchaw’ paq
Qu’ SeHSolo/Auto/Deep laHwI’ chut (God Mode je)
vum ‘abqech ‘ab SeH (auto, pagh, machqu’, ram, motlh, jen, jenqu’, ‘aqroS). pat nobbogh patlhmey neH tetlh wIvwI’; auto Suq (jeD → ‘aqroS, jup, nobbogh ja’chuq, He patlh) pagh pat motlh lo’; jangbogh pat lajbogh patlhDaq Hoch ra’ rarmoHlu’, ‘ej Qapbogh vum ‘ang Hoch jang
laDqa’lu’bogh patlhClaude Code CLI, Grok CLI, Kimi Code CLI je Qappu’bogh vum patlh net ja’, ‘ej jang tlha’ je ‘ang patlhvetlh. latlh nobwI’Daq, patvaD rarmoHpu’DI’ EYAS ngeHbogh patlh ‘oH (chay’ Hoch nobwI’ vum patlh lo’)
SLA Qaghtlhop QIn — poH nargh pagh ngo’ vum
A2AghoqwI’-ghoqwI’ chut (nav + Qu’ Qap)