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janmey

nuq ‘oH. ghoqwI’ ta’laHbogh ta’mey janmey ‘oH: teywI’ laD, ghItlh tetlh nej, Internet jan poSmoH, QIn qonwI’ ngeH. EYASvamDaq tetlhlu’bogh Hoch jan yIn tetlh ‘oH navvam. ghoqwI’ SeHmey DechDaq nob Qam; naDev pong, Segh, Qob, ra’ chaw’ loS’a’ je Dabej.

He: /tools. retlh tetlh: janmey. bIng pong: ghoqwI’ ta’vaD tetlh janmey.

  • ghoqwI’Daq jan IDmey Daghel pa’, janmey tu’lu’bogh DaSovchugh DaneH.
  • ra’ botlu’, ‘ej Qob patlh, chaw’ nIS’a’ je DaSovnIS.
  • MCP pagh rar DarararmoH, ‘ej chenlu’pu’bogh janmey retlh tu’lu’bogh janmey Daleghchugh DaneH.
  • ghoqwI’ jan ra’ Qagh reH — jan ‘el pat DaSovnIS.
  1. retlh tetlhDaq janmey yIpoSmoH (/tools).
  2. pong pagh Del lo’taHvIS yInej, pagh Segh Qob patlh je yIwIv.
  3. JSON ‘el pat DaneHDI’, chaw’Daq pat yI’ang yIpoSmoH.
  4. ghoqwI’ SeHmey DechDaq janmey (vuD lo’) DochDaq jan ID yIghItlh. SeH yIlegh.
  5. Qapchu’DI’ Qob ra’mey Hub lojmIt ghoS reH — chaw’ nob tetlh tlhegh ghobe’.

janmey ‘ej chaw’ nISbogh janmey mI’ ‘ang nIv. Hoch chaw’ ‘ang: ID, Del Hom, Segh Degh, Qob Degh (green Qob, yellow Qob pagh red Qob), ‘ej chaw’ poQlu’DI’ SuD yan.

DochDel
jan pongghoqwI’ SeHDaq logDaq je lo’lu’bogh ID choHbe’
Deljan nuq ta’ (tetlhDaq ‘anglu’)
Seghtetlh ghom: memory, knowledge, search, documents, board, shell, browser, conversation, communication, research, agent, custom (MCP rar janmey Seghchaj’egh qem)
Qob patlhgreen / yellow / red — Hub lojmIt low / medium / high
chaw’ nISghot chaw’pa’ ra’ Qapbe’ QapwI’
‘el patmu’mey JSON Schema; pat yI’ang / pat yISo’
chaw’meyAPI CASL, Hoch ra’Daq Hub lojmIt je. ghoqwI’Daj noblu’bogh jan neH QaplaH pat: latlh pong lajQo’lu’ (‘<tool>’ is not in this agent’s toolset), chaw’ tlhob Hutlh, Hoch nobwI’Daq — SeH — janmey
Hungjanmey ‘op machbogh Daq Qap

chIm: jan pagh tetlh. tagh (janmey tagh…) tagh luj je (janmey luj: …) nav ghItlh rur ‘anglu’, chIm jIH ghobe’.

MCP janmey MCP Servers bIngDaq DaSeH, Hur pat pegh rarmey bIngDaq.

jan Qap log

jan Qap logDaq Hoch jan ra’ qonlu’: jan pong motlh, ‘elDaj, nIHDaj pagh Qagh ghItlhDaj, poH, ‘ej ghajbogh ja’chuq, ghoqwI’, bejlu’bogh Qap je.

  • EYAS QapwI’ Qapbogh ra’mey — API nobwI’pu’Daq, ‘ej EYAS rarwI’ lo’taHvIS CLI ra’bogh EYAS janmey — QapwI’ qon, Hoch wa’logh.
  • mIwDaj’eghDaq CLI Qapbogh janmey — Claude Code, Grok CLI, Kimi Code CLI je, shellchaj pagh teywI’ laDmeychaj rur — tlhegh Suq je, pong motlh lo’taHvIS (Claude Code Bash run_command rur qonlu’). EYAS Qapbe’pu’, vaj qon neH: CLIvetlhvaD EYAS chaw’ chov bIngDaq Qappu’.
  • tlheghmeyvam jan tobmey ‘oH: Qap chovmeH naQ chovwI’ lo’, ‘ej Self-learning ngoDmey laH ngoDmey je chaH lo’ — Hoch nobwI’Daq rap.
  • qawHaq ‘oHbe’ log: vo’ EYAS qawHaqDaq pagh ghoS. qawHaqDaq jan nIH qonlu”a’ — memory.l0.captureToolResults neH wuq — qawHaq yIlegh.

AI bej — lo’ janmey tlhegh Hoch tlha’vaD rap ra’mey togh.

tetlh SeHwI'mey

SeHwI’Del
nejjanmey yInej… — pong pagh Del rap
Hoch Seghmeywa’ tetlh SeghDaq machmoH
Hoch Qob mI’wa’ Qob patlhDaq machmoH

chenlu'pu'bogh jan ghommey (Hom)

ngoq ghItlh Daq (Hoch patvaD)

wa’DIch teywI’ janmey, vaj Claude Code SDK janmey lo’be’taHvIS ngoq choHlaH Hoch pat (Grok, Claude API, Kimi, juH, …):

janmeqQob
read_fileghItlh teywI’ laD (tlhegh offset/limit)green
write_fileteywI’ chenmoH/ghItlhqa’yellow
edit_filemu’tlhegh naQ tam (choH machqu’)yellow
grepworkspaceDaq De’ nejgreen
globmIw lo’taHvIS teywI’mey tu’green
git_status / git_difflaD neH legh QaHwI’meygreen
run_commandshell Hutlh Qap (chaw’)red

ja’chuq vum pa’meyDaq (pagh ghoqwI’ worktreeDaq) ngaQ He’mey — pa’mey Daj ghajbe’bogh ja’chuq EYAS vum pa’Daj lo’. EYAS Qap pa’ lo’be’. pegh He’mey (.env, master.key, .ssh, …) lajQo’lu’, ‘ej EYAS Hur qawHaq je — latlh jan qawHaq, Obsidian vaultmey, EYAS De’ pa”egh, latlh ja’chuq vum pa’ —, laDmeH ghItlhmeH je (Hub ‘ej pegh — EYAS Hur qawHaq). qawHaq pagh pegh ‘aghbogh pa’ vum pa’ rur qonlaHbe’lu’ (ja’chuqmey — pa’mey). Daqvetlh ngaSbogh neH pa’Daq — EYAS data/ ghajbogh qach, vault ghajbogh ~/Documents — ‘avlu’bogh pa’Hommey (EYAS De’ pa’, Obsidian vault, latlh jan qawHaq, CLI juH, latlh ja’chuq vum pa’) ‘el not grep glob je, vaj vo’ Sam nobbe’ nej. vum pa’ qoDDaq Hurvo’ ‘oSbogh symlink lajQo’lu’, ghoSDaj tu’lu’be’chugh je (read_file, write_file, edit_file, browser_upload He’mey). teywI’ naQ ghItlhqa’meH edit_file yIlo’.

laD neH git, ‘uy Hutlh. git status pagh git diff ‘oHbogh mu’ tetlh lo’taHvIS run_command (pagh CLI Bash) ra’chugh ghoqwI’ — shell metachar Hutlh, -C / --git-dir / --no-index Hutlh, naQ He Hutlh — git_status / git_diffDaq choH Hub lojmIt ‘ej chaw’. chaw’ tlhob Dalegh be’. git commit, git add, ls, metachar ghajbogh Hoch ra’ je red taH pagh lajQo’lu’. git_status / git_diff janmey’egh green.

Verify before done: YAMLDaq agent.verifyCommands yISeH (rur bun test) Qap pIq chovmeH; luj DaH, Qagh Del tlhej ghoqwI’ poSmoHqa’lu’.

Hooks: ToolExecutor PreToolUse / PostToolUse ghoS Hoch jan ra’ (Hoch nobwI’, Claude neH ghobe’). Claude Code janmey’egh Qappa’ EYAS qawHaq chut chov ghoS je.

CLI patmey teywI’ janmeyDaj’egh lo’. EYAS rarwI’ lo’taHvIS ngoq ghItlh Daqvam (run_command, read_file, write_file, edit_file, grep, glob, git_status, git_diff) noblu’be’ Claude Code, Grok, Kimi je, janmeyDaj’egh ghajmo’: mIw pa’meyDaq Qap, Hub lojmIt, qawHaq He chut, ‘ej — Claude Code shell Grok janmey jevaD — kernel teywI’ Hung bIngDaq. latlh EYAS jan Hoch ghoS.

nej 'ej tob

janmeq
list_search_sourcesteH DachenmoHpa’ Halmey tetlh (per, chovnatlh, edition, qorDu’, He’mey, Dotlh)
get_search_contextja’chuqvamvaD Halmey rarlu’bogh ‘ang
set_search_contextHalmey rar pagh teq (sourceIds, labels, version, edition, pagh clear: true)
search_indexedFTS + vector nej Hal ja’ tlhej; ja’chuq/Qu’ rar pat; sourceIds / labels / version / edition DuH

odoo-family Halmey law’ SumDI’ ‘ej pagh rarlu’DI’, chovnatlhmey DuD rarbe’ janmey ‘ej needsPin nob. nej — chovnatlh law’ rar yIlegh.

qawHaq

janmeq
memory_searchEYAS qawHaq yInej — Dovmey, vItmey, vault ghItlhHommey, tlhaplu’bogh ja’chuqmey — juH CLI qawHaq not. laD neH; ja’chuq Qu’, SeghDaj, qo’ qawHaq je ngaQmoH EYAS; scope pagh Qu’ mu’ buSHa’lu’. memory_expandvaD IDmey nob.
memory_expandwa’ Sam ID lo’ yIpoSmoH (vt:, gs:, en:, … — memory_searchvo’ pagh taHbogh qawHaq tlheghvo’), rap Qu’ ngaQ qoDDaq
search_memorymemory_search pong latlh, rap Qu’ ngaQ tlhej
save_memoryteqlu’ — pagh ghItlh. nIteb qawHaq qon EYAS; qawHaq ghItlh’eghbe’ ghoqwI’pu’ not

ghoqwI’ janmey tetlh nuq ja’ ‘ach reH lo’laH memory_search memory_expand je, ‘ej Hoch juHDaq pat Suqbogh qawHaq janmey wa’ neH chaH — API nobwI’pu’, Claude Code, Grok, Kimi, ‘ej opencode_run Qu’ qoDDaq OpenCode. Hoch nobwI’Daq wa’ Huch lo’ wej nej/poSmoH janmey: wa’ jangvaD 3 ra’. EYAS ja’chuq Hurbogh ra’wI’ — Hur MCP rarwI’, pagh Qu’vaD EYAS taghbe’bogh OpenCode ja’chuq — qo’ qawHaq neH laD, 90 lupDaq 3 ra’. memory_block_read memory_block_write je teqlu’: tetlhmeyDaq pollu’pu’bogh EYAS qawHaqDaq wa’logh cha’loghlu’ ‘ej memory_search lo’taHvIS tu’lu’; tetlhDaj pongbogh ghoqwI’ chaH Suqbe’ neH. Hoch ngeHDaq (API nobwI’pu’, CLI rarwI’mey, Hur MCP rarwI’pu’, OpenCode) pegh chut So’ qawHaq jan jangmey. qawHaq yIlegh.

Internet jan

Playwright jan chIm (browser_*) nab print mIw rap Chromium lo’. CSS rarbe’ browser_snapshot mI’mey yIlo’. jaHDI’ pagh chegh DI’ Hegh mI’mey snapshotId je — snapshot chu’ yIchenmoH. EYAS ghajbogh profileDaq taH cookies (data/browser/profile, pagh EYAS_BROWSER_USER_DATA_DIR) — jaj Chrome profile not (Default profile CDP bot Chrome 136+). ghItlhmeyDaq ghoS qemlu’bogh teywI’mey.

janmeq
browser_navigateURL poSmoH; pegh/metadata juHmey bot SSRF Hung
browser_snapshot‘el Sor + mI’ ghajbogh tetlh + snapshotId
browser_click / browser_fill / browser_hover / browser_selectmI’ pagh CSS lo’taHvIS ta’
browser_tabslist / open / switch / close (Qav Dech SoQmoHlaHbe’lu’)
browser_back / browser_waitqun chegh; selector, URL, tagh pagh poH loS
browser_dialogveb alert/confirm/promptvaD laj/lajQo’ SuvmoH
browser_uploadteywI’ Doch — workspace He’mey pagh ghItlhmey IDmey
browser_evaluateJavaScript navDaq (Node ghobe’); JSON jang mach
browser_downloadveb qem → ghItlhmey, ja’chuqvaD rar
browser_storagePlaywright storageState pol/tagh (cookies + Halmey)
browser_replay / browser_action_cachepollu’bogh locator Qapqa’ (LLM Hutlh). Qu’ pagh vaultDaq JSON. tebmey not
browser_totppeghmey / macOS Keychainvo’ TOTP → browser_fill. yellow. not nob ngoq
browser_screenshot / browser_get_content / browser_closemIllogh, ghItlh, Qap mev (taH profile)
agent_browser_status / agent_browser_runagent-browser sidecar chuplu’bogh (@e1 rar, Apache-2.0) — Browser Use
browser_use_status / browser_use_execngo’ Python CLI sidecar (Browser Use)
opencode_status / opencode_runDuH OpenCode ngoq sidecar (OpenCode). status green; run red + chaw’. ja’chuq qoDDaq neH Qap opencode_run. Qu’ qoDDaq, laD neH rap memory_search / memory_expand lo’taHvIS EYAS qawHaq laDlaH OpenCode, ja’chuq QuDaq ngaQ, ‘ej ra’bogh mIw 3 ra’ Huch lo’chuq; EYAS qawHaq ghItlhlaHbe’.

EYAS Internet janmey, agent_browser_*, browser_use_*, opencode_* je EYAS rarwI’ lo’taHvIS CLI patmeyDaq (Claude Code, Grok, Kimi) ghoS, API patmey rur lojmIt, chaw’mey, jan He je bIngDaq.

mIw pa' (DuH pat)

juH QapwI’mey, nagh beQ ghobe’. mIw pa’ yIlegh.

janmeq
hyperframes_*HTML chenmoH → choHbe’bogh MP4 (Hyperframes)
videouse_*mIllogh + EDL → MP4 (Video Use)

jIH Qum chIch mIw pa’ jan ‘oHbe’. Recordly AGPL tlhej cheltaHghachmey bIngDaq — recordly_* janmey tu’lu’be’.

QIn (qonwI' → chaw' → ngeH)

janmeq
email_create_draftjuH qonwI’ chenmoH
email_approve_draftqonwI’ chaw’lu’ per
email_send_draftchaw’lu’chugh neH ngeH

Odoo (DuH pat)

yIn EYAS (JSON-RPC):

janmeq
odoo_search_tasksQu’mey nej (laD law’)
odoo_get_taskwa’ Qu’ qem
odoo_message_postchatter QIn ngeH
odoo_write_taskbejlu’bogh ghItlh

juH Hal tetlh (ngoq tlhegh):

janmeq
odoo_search_modeljuH PythonDaq _name / _inherit tu’
odoo_search_fieldfields.* nobmey tu’
odoo_search_xml_idXML qon IDmey tu’

Sormey vo’: ja’chuq/Qu’ rar → nej Halmey (family: odoo) → EYAS_ODOO_SOURCES_JSON / EYAS_ODOO_SOURCE_PATHS. DuH jan SeHwI’mey: label, labels, sourceIds, version, edition. Hal ja’: [source:odoo-src:label:file:line].

laH: coding/odoo/odoo-dev-chain. yIn pegh rarmey lo’taHvIS (Odoo Segh). chovnatlh law’ UI: nej · Qu’mey · ja’chuq Halmey Dech.

rar tetlh

janmeq
connections_list / connections_catalogtetlh + tetlh Dun
connections_testpIv chov
connections_proposeghot chaw’meH rar chup

nagh beQ (DuH pat)

Magnific, Higgsfield, fal pagh HeyGen nagh beQ bIngDaq yIrar. vagh jan wa’ Suq ghoqwI’pu’, nobwI’ pat Hoch wa’ ghobe’. ghogh nach / QumwI’ mIllogh: provider: heygen yIrar.

janmeqQob
media_generatemIllogh / mIllogh vIH / ghogh / Dun / choH / 3D taghyellow
media_waitQu’ rInpa’ tlhobyellow
media_catalogSeghvam patmey tetlhgreen
media_balanceHuch ratlhboghgreen
media_historyQu’mey qengreen

rInbogh teywI’mey ghItlhmeyDaq ‘el ‘ej chenmoHbogh mIwvaD rar.

latlh ghommey tetlhlu'bogh

patchaj chu’lu’DI’ tetlhDaq ‘anglu’: board janmey, conversation janmey, document janmey, knowledge janmey, research janmey, schedule janmey, channel ngeH/tetlh, A2A delegate, ‘ej DuH Google Docs.

ghoqwI’ He (ghoqwI’ pat tetlh; tetlhvamDaq cha’logh ghobe’):

janmeqQob
run_specialistchu’bogh laHwI’ chenmoH ‘ej Del loS. latlh pong: delegate_to_agent. Hoch nobwI’Daq laHwI’pu’ QapmoHmeH mIw wa’ ‘oH — Claude Code ghoqwI’Hom jan’egh noblu’be’.green
handoff_to_colleaguelatlh ghoqwI’ juH thread poSmoH ‘ej SIbI’ Qap tagh, ra’ ngoQ rur; thread vumtaHvIS lajQo’lu’.green
assign_taskchu’bogh ghoqwI’vaD poH Hutlh Board chaw’.green
propose_teamHutlhbogh Seghmey, Qu’ tIn pagh ghom tlhob chaw’.yellow
propose_agent_creationchu’ laHwI’ chovnatlh chup.yellow

ghommey Segh je yIlegh.

CLI MCP rap

Grok CLI pagh Kimi Code CLIDaq Qap ghoqwI’pu’DI’, stdio MCP rarwI’ chel EYAS, vaj in-process / Claude Code ja’chuqmey rur ToolExecutor janmey rap Suq juHmeyvam — qawHaq janmey je. Hoch mIw peghDaj ghaj, De’wI’Daq ja’chuq, ghoqwI’, Qu’, pa’mey, jan He je rarlu’; rarwI’ ra’mey Hub lojmIt ghoS taH. cha’ rarwI’Daq — Claude Code in-process EYAS MCP De’wI’ ‘ej Grok/Kimi rarwI’ — ghoqwI’ janmey tetlh memory_search / memory_expand je neH Suq CLI (tetlh chImDI’ Hoch jan), nIH ja’chuqDaq ghoS janmey pagh, ‘ej CLI rapDaj’egh chaw’lu’bogh janmey not (read_file, grep, glob reH; tetlh ghItlh chaw’taHvIS write_file, edit_file; tetlh shell chaw’taHvIS run_command, git_status, git_diff). CLI ghItlh, shell, web janmey’egh ngaQmoH tetlhvetlh je (ghoqwI’pu’ — janmey yIlegh). latlh jan ra’ lajQo’lu’ ‘ej lajQo’lu’ rur ‘anglu’. Hoch taghDI’ rarwI’ chov EYAS ‘ej Grok/Kimi EYAS janmey SIchlaHbe’chugh ghuHmoH. Hoch juH latlh jan pong mIw lo’ (Grok: use_tool eyas__<name> tlhej). MCP yIlegh.