De' tlhap 'ej ngeH

nuq ‘oH. Data-port tlhap ghojmoHwI’ ‘oH. De’wI’ He pagh zip/markdown lI’lu’pu’bogh latlh QaHwI’vo’ nej (Claude Code, Grok CLI, Cursor, Codex CLI, Gemini CLI, Windsurf, GitHub Copilot, Obsidian, ja’chuq ngeH, ngugh EYAS ngeH, pagh motlh Markdown pa’) ‘ej nuqDaq tev chup. qawHaq lo’laH; workspace chutmey + qa’ chup neH merge chaw’pa’. DB naQ ngeH ‘oHbe’ — qon lo’. ngeH tugh.

Daq: SeHmey → De’ vIH. per: ngugh AI patmeyvo’ qawHaq, laHmey, chutmey je yItlhap. ngeH tugh.

ghorgh yIlo’

• nI’ QIn ~/.claude pagh Obsidian ai-memoryvo’ EYASDaq (qawHaq neH latlh tlheD laD).
• lo’wI’ laHmey Claude/Cursorvo’ → Segh own.
• chutmey/qa’ merge chup, nIH’eghbe’.
• ngugh ngeH ZIP nejlu’, ‘ach nIteb teywI’mey qonqa’be’lu’.
• ngo’ latlh jan qawHaq DaSIchpu’ DaHjaj — Claude Code laDbogh qach CLAUDE.md, ~/.claude qoDDaq tlhap Sor, Memory / Qdrant / Obsidian MCP De’wI’ — ‘ej DaH lajQo’ EYAS. tlhap ‘oH chaw’lu’bogh ‘elmeH He’e’: wa’ He neH, wa’logh, Hal qonlu’.

motlh mIw

1. SeHmey → De’ vIH → De’ yItlhap…
2. Hal pat: nIteb tu’, Claude Code, Grok CLI, Cursor, Codex CLI, Gemini CLI, Windsurf / Codeium, GitHub Copilot, Obsidian, ja’chuq ngeH, EYAS ngeH, Markdown pa’. API pongmey: claude-code, grok-cli, cursor, codex, gemini-cli, windsurf, copilot, obsidian, chat-export, eyas-export, generic-md.
3. De’wI’ He (janvamDaq He naQ) pagh tevwI’ yIwIv… (zip pagh wa’ markdown/JSON). ra’mey chaw’lu’: potlh mIw neH Dev.
4. yInej. pa’ Sor ‘ej ghommey yIlegh (qawHaq, qawHaq tetlh, qeplu’meH poHmey, laHmey, chutmey, ‘angwI’, ghoqwI’ qa’mey, Sov, ngoq, tlhaplaHbe’) ‘ej yIwIv nuq Dapol. tlhap naQ nIteb DaneHchugh, mIw DubwI’ lo’ — De’ De’ neH yIwIvQo’.
5. N Dochmey tItlhap. qawHaq/laHmey lo’lu’; chutmey/qa’ loS: Qu’ pa’ choH chupmey — boq yIchaw’ pagh yIlujmoH.

laH tetlh

laH	qech
tlhap	De’wI’ He pagh lI’ (zip)
Daqmey	qawHaq (kind + patlh), wanI’ qeplu’meH poHmey, laHmey teywI’meyDaj tlhej, ghoqwI’ qa’mey, workspace chutmey, Qu’ Segh ra’mey
merge	chutmey/qa’ chup neH — chaw’lu’DI’ neH lo’lu’
chelmoH	motlh chu’Ha’lu’ — wIvlaHbogh per, De’ De’ neH (Segh, Dov, permey, chovlu’bogh rarmey), porgh not; chelmoHlu’bogh ghItlhHommey ‘Iv jang ja’ (enriched_by)
Hol	tlhaplu’bogh qawHaq Hal Hol pol
laH Segh	tlhaplu’pu’ → own
cheghmoH	Qu’ naQ cheghmoH — Data PortDaq delete chaw’ poQ
ngeH	tugh — eyas-export-v1 boq (vault, laHmey, Qu’ pa’mey, episodic.jsonl). pegh ngaSbogh ghItlhHommey qengchoHlaH boq, vaj ghoSpa’, qawHaq qaw So’bogh chaw’ rap Suq He: Data PortDaq create neH yapbe’

nuqDaq tev

pa’ naQ poQbe’. He bIngDaq Hoch tlheghlu’. pol tetlh tu’be’ ‘ej ‘aqroS tu’be’: Sor DungDaq Hoch pa’ ‘el nej, tIn’a’ ‘ach. juH pa’ motlh wa’maH logh tIn Sor naQ tlheghlu’ ‘ej tlhaplu’ — poH natlh je Dil, ‘ach not buSHa’lu’. qawHaq ngaSlaHbe’bogh pa’ Seghmey neH ‘elbe’lu’: nIqHom pa’mey (node_modules), ghItlh loD pa’mey (.git, .hg, .svn), .cache, __pycache__, .venv / venv, chenmoH Hal pa’mey (dist, build, out, .next, .turbo, target) chenmoH manifest retlhDaq tu’lu’DI’, browser lo’wI’ De’ pa’ Sormey (Chrome, Chromium, Firefox, Antigravity — per teywI’meychaj lo’lu’, nuqDaq ‘ach), ‘engDaq De’ polwI’ Sormey (Library/CloudStorage Library/Mobile Documents je, macOS Daq nobbogh lo’lu’; tIQbogh sync pa’mey, Dropbox rurbogh, per teywI’meychaj lo’lu’ — OneDrive Dropbox joq pong neH ghajbogh pa’ motlh pa’ ‘oH ‘ej ‘ellu’), veQ pa’mey (.Trash, .Trashes, $RECYCLE.BIN, .local/share/Trash), Library/Caches je. Hoch wa’ tlhegh leghlaHbogh ratlh, tevwI’ mI’Daj ‘ej meq pa’ nejbe’lu’: <Segh> tlhej, vaj pagh So”egh. symlink pa’ wa’logh ‘ellu’ — He teH wuq — ‘ej DoH ja’lu’, ‘elqa’be’lu’. .DS_Store ghun Dotlh rur.

Hal	EYAS ‘ay’
type: user / feedback / project / reference ghajbogh ghItlhHom (Claude Code, Obsidian, Grok)	vault ghItlhHom, kind rap ghaj; feedback procedural/ bIngDaq, latlh semantic/ bIngDaq; Hal teywI’ pong pol ghItlhHom, vaj [[wikilink]]mey taHtaH
MEMORY.md tetlh	wa’ vault ghItlhHom neH, index per ghaj; ghItlhHom qawlu’bogh description Delbe’DI’, wa’ Dov DovDaj moj
qep Dovmey, qep ghItlhHommey (type: claude-session / grok-session), ja’chuq qonmey je — Claude Code *.jsonl, ghoqwI’Hom qonmey je, Cursor ghoqwI’ qonmey, Codex rollout, ChatGPT / Claude.ai ngeHmey	wanI’ qawHaq, Hoch qepvaD wa’ tlhegh — qep nI’qu’ ‘ay’mey Dujmey rurbogh, not pe’lu’ — ‘ej mu’mey mu’ mu’. motlh Hoch wIvlu’; DaneHbe’chugh, qeplu’meH poHmey ghom yIwIvHa’. qep retlhDaq pollu’bogh jan Hal tlheghlu’, ‘ach wIvbe’lu’
ngugh qawHaq pa’mey (memory.local-backup-*, memory.old, *.bak)	legacy per ghajbogh vault ghItlhHom; pong lo’lu’pu’DI’, -2 loDnI’ Suq, chIlbe’
Sor bIngDaq nuqDaq ‘ach ghItlhmeylIj	vault ghItlhHom; type: Delchugh ghItlhHom, kind naDev Hal; Delbe’chugh, reference
latlh Doch ghItlhmey	third-party per ghajbogh vault ghItlhHom, wIvlu’ — DaneHbe’chugh, ghom yIwIvHa’
ghItlh pa’mey qoDDaq chut teywI’mey (.cursor/rules/*.mdc, .cursorrules, AGENTS.md, CLAUDE.md, GEMINI.md, global_rules.md)	chup, SorDaq nuqDaq ‘ach
ngoq teywI’mey	tlheghlu’ ‘ej tlhaplaH, ‘ach wIvbe’lu’ — qawHaq ghobe’, ra’mey ghobe’
De’ cherwI’ mu’mey je (.yaml, .toml, .csv, .log, QaHwI’ settings.jsonDaj …)	tlheghlu’ ‘ej tlhaplaH, ‘ach wIvbe’lu’
SKILL.md, references/ scripts/ je tlhej	wa’ own laH: naQ ngIq mu’ mu’, teywI’mey data/skills/imported/<pong>-<hash>/Daq je qonqa’lu’. laH porghDaq pa’vam He naQ ponglu’, vaj pa’vo’ nIteb ngoqmey vumlaH
CLAUDE.md, AGENTS.md, GEMINI.md, Cursor .mdc, Windsurf Copilot chutmey je	wa’DIch QaHwI’ AGENTS.mdvaD chup — pagh Qu’ Segh ra’mey DawIvDI’, general Qu’ SeghvaD — chaw’DI’ chelqa’lu’, not qa’moHlu’
.claude/agents/*.md personamey	ghoqwI’ qechmey (jan pongmey EYAS janmeyDaq lanlu’)

pagh pe’lu’, ‘ej pagh buSHa’lu’. tlhapDI’, teywI’mey naQ laDlu’, ‘ej tIn ‘aqroS tu’be’: 4 MiB tIn law’bogh mu’ teywI’ (ja’chuq ngeHvaD 50 MiB) naQ tlhaplu’ ‘ej tlheghDaj tInDaj per neH qeng. porghmey ngIq byte byte qonlu’, ‘ej retlh Dovmey chIm je pollu’; vault qonwI’ wa’ rIn tlhegh ‘ej woDlu’bogh UTF-8 BOM neH choHmey. Hoch lo’lu’bogh Doch qon: nuq lanwI’ laDpu’ (source.adapter, source:<lanwI'> per je — nIteb tu’lu’bogh Claude Code Qu’ bIngDaq tu’lu’bogh Grok Dov grok-cli per Suq), Hoch He De’ tu’lu’bogh, ‘ej ledgerDaq De’ sha256Daj — vault ghItlhHommeyvaD, wanI’ tlheghmeyvaD, laHmeyvaD, laH boq teywI’meyvaD, ghoqwI’pu’vaD, chupmeyvaD je. Hal frontmatter, He, hash, ‘ej choHlu’bogh poH — Hoch ghItlhHom tlhej source: bIngDaq lengtaH. nejwI’ tlhapbe’bogh Hoch teywI’ leghlaHbogh tlhegh ‘oH, meqDaj tlhej. tlhapqa’DI’, ghItlhHommey tu’lu’bogh choHbe’ ghItlh, ‘ej not qa’moHlu’ — pong rap ghajbogh ghItlhHom pIm -2 per ‘ej conflict-with: per Suq. chaw’be’lu’pu’bogh chut teywI’ tlhapqa’DI’, cha’DIch chup chenmoHbe’lu’.

Qu’ pagh Qu’ Segh qawlu’bogh ‘ach naDev tu’be’bogh pagh chIHlu’. ghItlhHom frontmatterDaq project (pagh projectType) qawmoHchugh, Qu’ (pagh Qu’ Segh) vam DaH EYAS boghmoHwI’vamDaq tu’chugh neH, ghItlhHom Qu’ pa’Daq (pagh Qu’ Segh pa’Daq) lanlu’. tu’be’chugh, ghItlhHom pa’ Delbe’bogh lanlu’ ‘ej declared-project:<id> (pagh declared-project-type:<id>) per Suqlu’. Qu’ rIntaH chenmoHlu’DI’ tlhapqa’lu’DI’ je, ghItlhHom qawlu’bogh IDDaq lanqa’lu’ — pagh SoHvaD ghItlhHom teqlu’chugh je.

Hoch QaHwI’. Halmey tu’ lanwI’pu’: Claude Code, Grok CLI, Cursor, Codex CLI, Gemini CLI, Windsurf, GitHub Copilot (ghItlhlu’ta’bogh mIw neH), Obsidian, ChatGPT / Claude.ai / motlh JSON ngeHmey, eyas-export, ‘ej motlh markdown (generic-md). Hemey law’Daq tu’lu’bogh teywI’ (~/.grok/memory bIngDaq symlink vault) wa’ ghItlhHom moj.

motlh chu’Ha’lu’ mIw DubwI’. legh mIwDaq mIw DubwI’ lo’ — De’ De’ neH per tu’lu’. wIvbe’lu’chugh — motlh — tlhap naQ nIteb qaS, ‘ej pagh mIw ja’lu’; tlhapmeyvamvaD pagh choH. wIvlu’chugh, Segh Delbe’bogh ghItlhHommey Segh chup, Dov, permey, rarmey je Suq EYAS ‘em patvo’: wa’DIch Heartbeat He patlh, ghIq lIng motlh, ghIq API nobwI’pu’, ghIq nIteb QaplaHbogh CLImey. Dochmey ‘aqroS tu’be’; poH neH Dil. porgh not qa’moHlu’, mIw jatlhmo’ pagh chIllu’, ‘ej contains-secrets per ghajbogh Doch not ngeHlu’. Doch tetlh ‘ang: arlogh ghItlhHommey chelmoHlu’.

• nIteb jang neH lo’lu’. nIteb ra’ (wa’ mIw, jan pagh) lo’taHvIS ‘em patvo’ jang ghoSDI’ neH lo’lu’: API nobwI’, pagh nIteb QaplaHbogh CLI. pat rurvetlh lo’laHbe’lu’chugh (Grok neH pagh Kimi neH lIng rur), ra’ lujchugh pagh chIm jangchugh, pagh lajQo’chugh pat, nIteb De’ De’Daj neH pol ghItlhHom ‘ej Doch tetlhDaq Qav mIw rur toghlu’.
• rarmey chovlu’. pat chupbogh rar pollu’ vault Daq tu’lu’bogh ghItlhHom pongDI’ neH (teywI’ pong pagh per) pagh tlhapvamDaq wIvlu’bogh ghItlhHom pongDI’ neH, ‘ej ghItlhHomvetlh teywI’ pong rur ghItlhlu’. pat chupbogh latlh rar Hoch chIllu’. Hal teywI”egh ngaSbogh rarmey reH choHbe’lu’ pollu’.
• chelmoHlu’bogh ghItlhHommey ‘Iv jang ja’. chelmoHlu’bogh Hoch ghItlhHom frontmatterDaq enriched_by Doch ghaj, enriched_by: {provider: anthropic, model: claude-haiku-4-5, route: tier} rur. provider — jangbogh nobwI’; model — ja’bogh pat, pat ponglu’be’DI’ chIllu’ (motlh patDaj lo’bogh CLI); route — chay’ ‘em pat wIvlu’ — tier (He patlh, wa’DIch Heartbeat), default (lIng motlh), api (API nobwI’), pagh isolated-cli (nIteb QaplaHbogh CLI). ghIq ghItlhHom ghItlhqa’lu’DI’ Doch ratlh. chelmoH Hutlh tlhaplu’bogh ghItlhHommey enriched_by ghajbe’.
• Qu’ QapDI’ ‘em pat nejlu’, De’wI’ taghDI’ ghobe’, vaj Data Port ret pat ‘ay’ lo’laHchoHDI’ je chelmoH Qap.

ngo’ chelmoHlu’bogh tlhap Say’moH. chu’choHvampa’ chelmoHlu’bogh tlhapmey enriched_by ghajbe’ ‘ej chovbe’lu’pu’bogh rarmey ngaSlaH. chelmoH Hutlh DaqaSqa’moHmeH: Doch tetlhDaq pagh tlhap ret tetlhDaq Qu’ yIpoSmoH ‘ej tlhapvam yIcheghmoH yIwIv, ghIq Hal rap yInejqa’ ‘ej mIw DubwI’ lo’ — De’ De’ neH wIvbe’taHvIS yItlhap. ret porghDaj DachoHpu’bogh ghItlhHommey pollu’ ‘ej skipped rur ja’lu’.

qaSHa’moHmeH. Doch tetlhvo’ pagh tlhap ret tetlhvo’ Hoch Qu’ qaSHa’moHlaHlu’: ghItlhHommey, wanI’ tlheghmey, laHmey (qonqa’bogh teywI’meyDaj je), ghoqwI’pu’, ‘ej chaw’lu’bogh chut ‘ay’mey teqlu’; loStaHbogh chupmey lajQo’lu’. qaSHa’moHmeH Qu’ Qaw’wI’ ‘oH, vaj Data PortDaq delete chaw’ poQ — noblu’bogh cherDaq pIn ‘ej SeHwI’ neH; latlhvaD chaw’ Qagh ‘ang. tlhappu’ghach ret choHlu’pu’bogh vault ghItlhHom teqbe’lu’: tlhapHa’ tetlhDaq ja’lu’.

latlh jan pa’mey laD tlhapwI”egh, pat jan lo’be’, vaj Hub lojmIt qawHaq chut choHbe’ — Hoch pat ~/.claude, ~/.grok, ai-memory pa’mey, Obsidian vaultmey, latlh je laDmeH ghItlhmeH lajQo’bogh chut (Hub ‘ej pegh — EYAS Hur qawHaq). ngo’ teywI’vetlh laDbogh ghoqwI’ DaH lajQo’lu’; naDev wa’logh De’ yItlhap. qawHaq yIlegh.

DaH EYAS laDbe’bogh De’vaD ‘elmeH He ‘oH:

• qach CLAUDE.md qach laHmey je. reH nIteb Qap Claude Code ‘ej DaH laDbe’; naDev wa’logh yItlhap. nobwI’pu’ — Claude Code nIteb.
• latlh jan pa’mey qoDDaq tlhap Sormey. ~/.claude, ~/.grok, ~/.agents, Obsidian vault qoDDaq skills.importRoots / agent.importRoots Dochmey taghDI’ buSHa’lu’; pa’vetlh naDev wa’logh yItlhap, ghIq local.yamlvo’ Doch yIteq. SeH.
• qawHaq pa’ MCP De’wI’mey. Memory, Qdrant, Obsidian, MCPVault MCP De’wI’mey, ‘ej vault pagh latlh jan qawHaq ‘oSbogh Hoch De’wI’ — Hoch patvaD botlu’; naDev qawHaqvetlh EYASDaq yIqonqa’. MCP.
• teqlu’bogh tlhaplu’bogh ghoqwI’pu’. agent.importRootsvo’ tlhaplu’bogh ghoqwI’ Dateqpu’bogh taghDI’ chenmoHqa’be’lu’; DacheghmoHmeH, teywI’Daj naDev yItlhap.

peghmey

pegh nejwI’ perbogh teywI’ latlh teywI’ rur, ngIq mu’ mu’ tlhaplu’, ‘ej contains-secrets per Suq. pegh ngaSmo’, pagh chIllu’ — naDev Qanpu’ qaw mIw ‘oH, tlhap mIw ‘oHbe’. per lengtaH: ghItlhHom per, laH laH, wanI’ per, ‘ej chup perDaq [contains-secrets]. tlhappa’ Dalegh net chaw’meH, tlhegh per ghojmoHwI’.

pegh nejwI’ nej: pegh ngaQHom ‘ay’, nobwI’ token, KEY=value mu’, pagh .env rurbogh teywI’ pong. pegh nejbogh ngoq — keychain_lookup(...), os.environ[...], getenv(...) — ‘ej ghItlh Daq pupmey rurbogh <your-key>, xxx, .env.example je: perbe’lu’.

nuq ta’ per. contains-secrets ghajbogh ghItlhHom, wanI’ tlhegh, pagh laH: nIteb SIchbogh mIw Hoch vo’ So’lu’ — taHbogh qawHaq tetlh, qawqa’, search_memory, qelwI’ Qu’, ram Sepmey boqmoHwI’, laH lanwI’, ‘ej chenmoHlu’bogh pat ra’mey. chaw’lu’bogh mIw DubwI’vaD not nob, ‘ej not lanlu’. Dochvo’ EYAS chenmoHbogh Hoch per Suq je — tetlh tlholDaq cha’DIch qonDaj, Dochvo’ tu’lu’bogh vItmey, Dochvo’ chenmoHlu’bogh Dovmey — vaj patDaq ghoSbe’ chaH je (qawHaq — tlhaplu’bogh peghmey qawqa’ vo’ ratlh). qawHaq HaqDaq naQ Dalegh taH. mIwvaD DapoSmoHmeH, config/local.yamlDaq memory.recall.includeSecrets: true yIcher ‘ej yItaghqa’ — cher yIlegh.

nIteb chelmoH lojmIt ‘oH, teywI’ pat qoD ‘oHbe’. per bot: perlu’bogh Doch nIteb ra’meyDaq ‘elbe’. teywI’ laD janmey ghajbogh ghoqwI’ ‘e’ botbe’: DaqDaq teywI’ Hal laDlaH, ‘ej pagh So’moH. janvamDaq pegh tu’nISbe’chugh, yIchoHqa’: tlhapwI’ Qu’ ‘oH pegh ra’mey Sappu’be’bogh vo’ So’, SIchlaHbe’moH ‘oHbe’.

cha’ Segh So’be’lu’, pa’Daq De’ ra’mey ‘oH. tlhaplu’bogh ghoqwI’ qa’ ‘ej chaw’lu’bogh workspace chut teywI’ QaHwI’ ra’meyDaq ngIq mu’ mu’ lo’lu’, vaj qoDDaq pegh Hoch tlheDDaq mIw SIch, ‘ej qaw chIw pa’Daq Qapbe’ — So’lu’chugh, tlhappu’bogh ghoqwI’ chu’Ha’lu’. contains-secrets per Suq je, vaj DatunlaH, ‘ej tlheghmeyvamDaq mu’ rap jatlh ghojmoHwI’: tlhappa’ yIlegh.

pegh rurbogh teywI’mey — .env, credentials.json, ngaQHom teywI’mey — tlheghlu’ ‘ej tlhaplaH, ‘ach wIvbe’lu’. ngaQHom ngaSbogh neH ghItlhHom, chut, laH, pagh qon: kindDaj pol, wIvtaH, ‘ej per Suq.

tIn

Hoch wIvmeH Doch wa’ De’ pa’ tlhegh ‘oH, vaj not tetlh naQ ‘uch ghojmoHwI’, not ‘uch De’wI’.

tlhopbe’Daq nej qaS. SIbI’ jang, ‘ej lengtaHvIS pa’ Sor teb — pa’mey ‘ellu’, tevwI’mey leghlu’, tlheghmey tlheghlu’ ja’. juH pa’ naQ tup law’ poQ. DamevlaH, ‘ej tlheghlu’pu’bogh Hoch leghlaHtaH.

legh mIw: pa’ Sor, tlhegh tetlh Dal, ‘ej leghpa’. Hoch pa’ tlheghlu’, ‘elbe’lu’bogh Seghmey je — tevwI’ mI’chaj ‘ej ‘elbe’moHbogh Segh ‘ang. Hoch tlhaplaHbogh yIwIv, pagh tIwIv, chuplu’boghDaq yIchegh je: nej naQvaD Qap. bIngDaq wIvmeH mIw lo’lu’, tlhegh tlhegh ghobe’: Hoch pa’ Hoch Segh je wej Dotlh SeHwI’ ghaj, vaj wa’ ‘uy’ Hoch pa’Daq Hoch qon wIvHa’. SeHwI’ retlhDaq mI’: jIH SeHlaHbogh wIvvaD De’wI’ jangbogh ‘oH, vaj DalaDbogh ‘oH tlhapwI’ polbogh’e’. leghpa’: teywI’ wa’DIch 64 KiB ‘ang; tlhap naQ taH.

tlhap lengtaH. 100 Dochmey boqmey lengtaH, Hoch boq lanlu’, 100 Dochmey Hoch tlhoS Dotlh ja’lu’, ‘ej nej tetlh wa’logh neH rIn chenqa’moHlu’. DaH boq rInDI’ DamevlaH — lanlu’pu’bogh Hoch ratlh ‘ej cheghlaH. tlhap qaStaHvIS De’wI’ taghqa’chugh, Qu’ lanlu’pu’bogh boq QeqDaq taghqa’, tagh’a’be’. nej poH tlhap poH je ‘anglu’.

wa’ teywI’ tIn ‘oH qawHaq veH’e’, Sor naQ ‘oHbe’. boq teywI’ — ja’chuq qon, ja’chuq ngeH, Codex De’ pa’ — tlhapDI’, tInDaj law’logh rurbogh poH nI’be’ qawHaq natlh, teywI’ wa’ buffer rur ‘uchlu’DI’ ‘ej qoDDaq Hoch ‘ay’ chenmoHlu’mo’. arlogh? teywI’ Segh Dep: Hoch tlheDvaD wa’ tlhegh ghajbogh qonvaD tlhoS wejlogh; ja’chuq ngeHvaD Sochlogh pagh law’, naQ wa’ Doch Sor moj mojaq. tlhap mIw natlh law’, nej natlh puS — 19 MB qon nejtaHvIS 100 MiB juvlu’, tlhaptaHvIS 235 MiB. 90 MB ja’chuq ngeH ‘aqroS tlhoS 900 MiB ratlhtaH; Helm chart 1Gi motlhvaD yap, 512Mi ngugh starter yapbe’.

tlhegh tlhegh qawHaq natlh rar ‘oH, tlhegh mI’ ‘ach. nej rInDI’ pagh pollu’: 26 000 tlhegh ghajbogh Sor rap cha’DIch nejlu’DI’, heapDaq pagh chellu’. ‘ach ratlhtaHbogh qawHaq DaH tIn law’ rur, allocator patvo’ tlhoblu’pu’bogh pa’mey pol — allocator ‘oH, nej ‘oHbe’. teywI’ tIn law’ Hoch teywI’ tIn puS veH cher, Sor tInDaj cherbe’.

tlhapqa’DI’, chu’ neH chellu’. tu’lu’bogh Hoch choHbe’ ghItlh, ‘ej ret tlhap not qaSHa’moH tugh tlhap.

cha’ mIqta’ De’, vaj pagh SoHvaD Dogh:

• 200 000 ngutlh tIn law’bogh laH boq teywI’ laH porghDaq Daqvetlh SIch lanlu’, ‘ej per naQ qonlu’bogh ‘ang. laH boq pa’Daq qonlu’bogh naQ byte pup ‘ej naQ.
• mIqta’ ‘uchlaHbogh wa’ mu’mey De’ tIn law’bogh wa’ mu’ teywI’ (tlhoS 512 MiB) tlheghlu’, hashlu’, ‘ej latlh rur wIvlaH, ‘ach mIqta’ ‘uchlaHbogh wa’ mu’mey De’ tIn law’ meq tlhej ja’lu’, lanbe’lu’. qatlh ‘ang tlhegh.

wa’ qech qa’ qelmeH. qeplu’meH poHmey laHmey je: He qa’ Hutlh — De’chaj digest tu’lu’. vaj tlhappu’ghach ret Hal teywI’Daq ngutlh chIm neH choHlu’chugh, cha’DIch wanI’ tlhegh chenmoH (boq teywI’mey ngaSchugh, cha’DIch laH je), wa’DIch choHbe’. vault ghItlhHommey — He qa’ ghaj — DaqchajDaq choHqa’lu’.

SeHwI’mey

tlhap ghojmoHwI'

mIwmey: source → scanning → review → running → done.

SeHwI’	qech
Hal pat	Dung tetlhDaq profile
De’wI’ He	He naQ — pa’ pagh juH pa’ naQ. nIteb tu’ ghobe’bogh Hal pat DawIvDI’, lanwI’vo’ Daq motlh tetlh ‘anglu’
boq pagh tevwI’ yIlI’	ngugh ngeH ZIP, pagh wa’ markdown/JSON tevwI’. 50 MiB ‘aqroS lI’ neH Sam; He nejvaD ‘aqroS tu’be’
ra’mey	chaw’lu’ — nuq nejlu’. potlh mIw neH Dev; ghaHmo’ pagh chIllu’
yInej	tlhopbe’Daq Sor tlheghmoH — pa’mey ‘ellu’, tevwI’mey leghlu’, tlheghmey tlheghlu’, ‘ej nej yImev
nej tu’bogh pa’mey	nej tlheghmoHbogh Hoch pa’, pa’ SeHwI’mey tlhej, Sor ‘ay’ mI’mey, ‘ej pa’vamDaq tlheghmey meqmey — tlhaplaH pagh tlhaplaHbe’, ‘elbe’lu’bogh pa’ Segh je
Segh wIv	Hoch / qawHaq / qawHaq tetlh / qeplu’meH poHmey / laHmey / chutmey / ‘angwI’ / ghoqwI’ qa’mey / Sov / ngoq / tlhaplaHbe’
Hoch tlhaplaHbogh yIwIv / pagh tIwIv / chuplu’boghDaq yIchegh	nej naQvaD ghom wIv, DaqHom neH ghobe’
pa’ Segh SeHwI’mey je	wej Dotlh — wa’ ‘uy’: pa’ bIngDaq tlhaplaHbogh Hoch, pagh Hoch pa’Daq Seghvetlh Hoch tlhegh, wIv pagh wIvHa’
leghpa’	tevwI’ wa’DIch 64 KiB — tlhap naQ taH
mIw DubwI’ lo’ — De’ De’ neH	motlh chu’Ha’lu’ — wIvlaH, De’ De’ neH (Segh, Dov, permey, tu’lu’bogh ghItlhHommeyDaq rarmey), porgh not, perlu’bogh Doch not; nIteb ‘em pat jang neH lo’lu’, pagh Qav mIw rur toghlu’
N Dochmey tItlhap	tlhopbe’ Qu’ taghmoH
tlhapvam yImev	DaH boq rInDI’ mev; lanlu’pu’bogh ratlh
Doch mI’	wIvlu’ / lo’lu’ / choHbe’ / chupmey / tlhapHa’ / Qaghmey
tlhapHa’lu’, meq tlhej	meq perDaq Doch mI’ (bIngDaq yIlegh)
nejlu’ / tlhaplu’ poH	Hoch mIw poH
boq yIchaw’ / yIlujmoH	Qu’ pa’ chupmey — not nIteb boqlu’
tlhapvam yIcheghmoH	Qu’ naQ qaSHa’moH — Data PortDaq delete poQ
tlhap ret	Qu’mey vagh QeqHa’, Hoch cheghmoH per ghaj

nej chIm: DaqvamDaq tlhaplaHbogh pagh tu’lu’.

meq permey

legh tetlhDaq Hoch tlhegh meq ghaj, ‘ej lo’lu’be’bogh Hoch Doch tlhapHa’lu’, meq tlhej tetlhDaq togh. cha’ Hoch wa’ mu’ tetlh ngaDvo’ Hegh — not mu’ tlhab — vaj ghojmoHwI’ per ‘ang, ‘ach API ‘ej qonmey per De’ qeng.

per	qech
directory-skipped	not ‘ellu’bogh pa’ Segh — wa’ toghlu’bogh tlhegh, tevwI’ mI’Daj SeghDaj je tlhej
binary	cha’ mI’ tevwI’
outside-root	pa’ wIvlu’bogh HurDaq
duplicate-content	De’ rap
unreadable	laDlaHbe’lu’
empty	tevwI’ chIm
derived-index	chenmoHlu’pu’bogh tetlh
transcript	ja’chuq qon (naQ tlhaplu’)
session-summary	qep Dellu’
session-artifact	qep retlhDaq pollu’bogh jan Hal
persona	ghoqwI’ qa’
slash-command	slash ra’
cursor-rule	Cursor chut tevwI’
memory-note	qawHaq qon
memory-index	qawHaq tetlh
skill-package	laH boq
skill	laH tevwI’
orphan-asset	tlhapbe’lu’bogh laH tevwI’
rules-file	chut tevwI’
config	pat cher tevwI’
source-code	ngoq tevwI’ — tlhaplaH, wIvbe’lu’
data-file	De’ pagh cherwI’ mu’mey — tlhaplaH, wIvbe’lu’
symlink-upload	symlink lI’lu’pu’
needs-bun	Bun poQ
not-downloaded	‘engDaq pollu’, qemlu’be’ — teywI’ pat Sovbogh vo’ tlheghlu’, not tlhoblu’
invalid-json	JSON lughbe’
unknown-json	JSON Sovbe’lu’
unrecognised	Sovbe’lu’
app-state	ghun Dotlh
identity	‘angwI’ tevwI’
not-durable	latlh pagh motlh mu’mey — per neH
tools-policy	jan chut
not-importable	tlhaplaHbogh pagh
missing-unit	tevwI’ ‘ay’Daj Hutlh
unsupported-target	Daq lo’laHbe’
service-unavailable	lI’wI’ ngeHbe’lu’
not-a-persona	ghoqwI’ qa’ ghobe’
no-agent	ghoqwI’ Hutlh
exceeds-string-limit	mIqta’ ‘uchlaHbogh wa’ mu’mey De’ tIn law’ — tlheghlu’, wej pollu’
unchanged	tlhappu’; choHbe’
error	Qagh

not-durable transcript je: per neH — pagh wIvHa’. Sovbe’lu’ Segh chenmoHqa’be’lu’ — chu’choHvam qaSpa’ chenmoHlu’bogh nejmeyDaq neH taH.

latlh

• qawHaq
• laHmey
• qon
• ghoqwI’pu’ — workspace