May 1, 2026 · 9 min read
Ni iki OpenClaw? Inyandiko Yuzuye ku Ageni ya AI mu 2026
Ni iki OpenClaw? Agasanduku k'ubuntu k'ubwenge bw'ubukorikori gashyirwa ku karubanda gafite inyenyeri za GitHub zigera kuri 350K+. Nigute bikora, ubushobozi, ibiciro, ibibazo, kandi ryari wakoresha Naoma aho.
OpenClaw ni ajenti y'ubuntu, y'inkingi cyane, ikoreshwa kuri mudasobwa yawe kandi ikora imirimo uhereye mu biganiro nka Slack, Telegram, na WhatsApp. Hamwe na inllenzi 350,000+ za GitHub kugeza muri Gicurasi 2026, ni mushyikirano wa software cyane w'inllenzi mu mateka ya GitHub. Irashobora gukoresha dosiye, shell, umurongo wa internet, imeri, n'ubuhanga 100+ bindi - ariko ni ikintu cy'imirimo yawe bwite, ntabwo ari platform yo kugurisha cyangwa kwerekana. Kugirango urebe imyerekano ya B2B, gerageza Naoma aho kuba.
Iyi nkomo ikubiyemo byose: ibyo OpenClaw ikora, uko ikora, ninde wayikoze, igiciro, ibyago by'umutekano, nibyo itagezeho.
Ni iki OpenClaw ikora?
OpenClaw ihuza imiyoboro minini y'ururimi (Anthropic Claude, OpenAI GPT-4o, Google Gemini, cyangwa imiyoboro y'aho ikoreshwa binyuze kuri Ollama) hamwe na software nyayo kuri mudasobwa yawe. Uyohereza ubutumwa. Irategura, ikakurikiza, kandi igasubiza.
Imbaraga z'ingenzi:
- Gukoresha Shell - ikoresha amabwiriza ya terminal kuri macOS, Linux, cyangwa Windows
- Kwinjira mu bifatika by'idofuye - isoma, yandika, igenzura, kandi ihindura idofuye
- Kugenzura umurongo wa internet - yinjira mu mbuga, yuzuzanya impapuro, ishushanya amakuru
- Imeli n'ubutumwa - yohereza kandi yakira binyuze muri SMTP, Slack, Telegram, WhatsApp, Discord, Signal
- Kuruhura - ikoresha imirimo yihuse kumasaha atunganyijwe
- Inzu nziza - igenzura ibikoresho bya IoT binyuze muri API y'aho ikoreshwa
Bitandukanye na ChatGPT cyangwa Claude.ai, bikoreshwa mu kirere kandi bishobora kuvugana gusa, OpenClaw ibikoreshwa kuri mudasobwa yawe kandi ishobora gukora. Niho itandukaniro rikomeye ryari ryo.
Ni gute sisitemu y'ubuhanga ikora
Igishushanyo cya OpenClaw cyubatswe kuva mu ubuhanga - ibice by'imirimo bito bigisha ajenti uko yakwizihiza ibice bimwe na bimwe.
Ubuhinga ni urubariro rugizwe n'idofuye ya SKILL.md ifite amabwiriza y'ururimi rusanzwe, ingero, nibikoresho by'ibikoresho. Ajenti yikoreza ubuhinga igihe cyose: iyo uyibajije ikintu, isaka urutonde rw'ubuhanga bwayo, ihitamo ibikoreshwa, kandi isoma amabwiriza yabyo mbere yo gukora.
| Igice | Icyo gikora |
|---|---|
| SKILL.md | Amabwiriza y'ururimi rusanzwe kuri ajenti |
| Ibyo bikoresho by'ibikoresho | Kiyagi za API, ibice, ingingo |
| ClawHub | Ibisubizo by'abaturage bifite ubuhinga 1,000+ burimo |
| Guhurura imbaraga | Ishyiramo ubuhinga bukwiranye mu kirere cy'ururimi rwa LLM |
| Sisitemu y'uburenganzira | Ibuza ibikorwa bibi keretse byemerewe |
Iyi nkomo irakomeza OpenClaw. Umuntu wese ashobora kwandika ubuhanga muri Markdown kandi akabugabana kuri ClawHub. Igabanuka: ibyago by'imiyoboro y'ibicuruzwa birahari (byinshi hano hepfo).
Ninde wahimbye OpenClaw kandi kuki byakomeye?
Peter Steinberger, umuhanga wo muri Ositaraliya, yahimbye OpenClaw. Mbere, yahimbye PSPDFKit (isosiyete y'inkingi ya PDF yakunze 100M y'amadolari y'Abanyamerika), yasohotse mu kwandika, kandi agaruka mu Kwakira 2025 ubwo yabonaga ko AI yageze ku "mpinduka y'imyumvire."
Inzira:
- Ugushyingo 2025 - yasohotse nka "Clawdbot" kuri GitHub
- Mutarama 27, 2026 - yari yihinduriye izina "Moltbot" nyuma yuko Anthropic isaba ikimenyetso cy'ubucuruzi (izina rya mbere ryerekeza kuri Claude)
- Mutarama 30, 2026 - yari yihinduriye izina kugeza "OpenClaw" kuko Moltbot "yari itari inyine kandi inyine"
- Gashyantare 2026 - yagezeho inllenzi 145.000, abasura miliyoni 2 buri cyumweru, kandi Steinberger yatangaje ko yinjira muri OpenAI (ahakana kuza kwa Meta)
- Werurwe 3, 2026 - yarenze React kugirango ibe mushyikirano wa software cyane wa GitHub ufite inllenzi 250.000
- Gicurasi 2026 - ubu ifite inllenzi 350.000+
OpenClaw yakomeye kuko yari ajenti ya mbere ya AI ko abakoresha mudasobwa bashobora kwishiraho kandi bakakoresha binyuze mu buutumwa bw'ubutumwa barimo. Nta gufungwa kw'ikigo cy'ikiyaga. Nta kwiyandikisha. Ajenti yaho gusa ibasubiza.
Igiciro: Ubuntu, hamwe n'ikibazo
OpenClaw ni ubuntu 100% kandi y'inkingi cyane. Ikibazo ni ingengo y'imishahara.
| Urwego rw'ibiciro | Ingengo |
|---|---|
| Software ya OpenClaw | $0 (MIT-lisenzi) |
| Kiyagi ya LLM y'ikiyaga (Claude Sonnet) | ~ $3-$15 kuri miliyoni 1 y'imikono |
| Kiyagi ya LLM y'ikiyaga (GPT-4o) | ~ $2.50-$10 kuri miliyoni 1 y'imikono |
| LLM y'aho (Ollama + Llama 3) | $0 (ibikoresho byawe) |
| Ibikoresho (mudasobwa yawe) | Warangije kuyironka |
| Urugero n'ikurikiza | Igihe cyawe |
Ku bantu batandukanye bakoresha imirimo 50-100 buri munsi binyuze muri Claude Sonnet, tegera $10-$40/ukwezi mu giciro cya API. Abakoresha bakomeye bashobora gukora imirimo igoye cyane cyane bashobora kugera kuri $100+/ukwezi.
Imiyoboro y'aho ivanaho ingengo y'ibiciro bya API burundu ariko igabanya ubuziranenge ku mirimo igoye. Abakoresha benshi ba OpenClaw bakoresha iy'ihuriro: imiyoboro y'aho kora imirimo yoroheje, imiyoboro y'ikiyaga yo kugaragaza ibikorwa by'umurongo wa internet n'ubushakashatsi.
Raba igiciro cya Naoma kugirango ugere impano ku murimo wo kwerekana.
Umutekano: ikibazo cya ClawHavoc na CVEs
OpenClaw ikoresha code kuri mudasobwa yawe. Ni imbaraga zayo n'ibyago byayo.
Mu ntangiriro za 2026, igitero cy'imiyoboro y'ibicuruzwa cyitwa ClawHavoc cyashyizeho ubuhanga bubi 341 kuri ClawHub. Ubu buhanga bwashyizeho logiciel ya malware ya Atomic macOS Stealer, yafashe amadoviziramu ya cryptocurrency, amakuru y'umurongo wa internet, nibikoresho by'abakoresha bayishizeho.
CVEs nyinshi zubatswe vuba vuba, harimo uburenganzira bwo gukoresha code yo mu kirere binyuze mu gukanda rimwe.
Ni gute wakomeza kuba umutekano:
- Soma buri buhanga mbere yo kwishiraho (soma
SKILL.mdn'impapuro zose z'ibinyamakuru) - Shyiramo imbaraga kandi usuzume impinduka
- Koresha sisitemu y'uburenganzira ya OpenClaw - ibuza ibikorwa bibi keretse wemeye
- Koresha mu kirere cy'umutekano (Docker, VM) kubikorwa bibi cyane
- Koresha ubuhinga bwo kubona ibicuruzwa muri ClawHub
Ni ugusubiza kw'ajenti y'inkingi cyane, y'aho ikoreshwa: urumva kugenzura byose, ariko kandi uragira inshingano yose.
Reba uko bikora — ganira na Naoma
Umu-Agent wa demo wa AI utanga 6–20% y'abasuye. Gerageza ubu.
Ni iki OpenClaw gikora neza
OpenClaw irakomeye mu imirimo y'umuntu kandi y'imbere. Ibyo bikoreshwa byingenzi muri 2026:
- DevOps scripting - shyiraho, ugenzure, ujye ku gihe, byose binyuze mu mabwiriza ya Slack
- Urugero rw'ubushakashatsi - shyushya, usubize, kandi uhurure amakuru ahava ahantu henshi
- Gutondeka imeri - gusubiramo, kwandika ibisubizo, kumenyesha ibyihutirwa
- Kugenzura idofuye - gutondeka ibikoresho byahawe, guhindura imiterere, kwandika byinshi kumwe
- Kwandukura CRM - shyira amakuru ya HubSpot cyangwa Salesforce, kora ingingo z'imishinga
- Kugenzura inzu nziza - amatara, thermostats, kamera z'umutekano binyuze muri API y'aho ikoreshwa
- Imirimo y'ibindi - kwandika, gusubiramo, gusohora kuri platform zigenda
Niba umurimo wawe urimo mudasobwa yawe ikora ikintu ku bwanyu, OpenClaw irashobora kuba ifite akamaro.
Gerageza Naoma kubera urwego rw'abakiriya.
Ni iki OpenClaw idashobora gukora
OpenClaw ni ajenti y'umuntu yose. Ntabwo yubatswe kuri:
- Kwerekana ibicuruzwa ku bakiriya - nta presenter wizifoto, nta ijwi, nta UI yo kumenya inzira
- Guhitamo abayobozi bakoresheje CRM - nta gufata amakuru cyangwa kwihutira
- Ibitekerezo bivuga mu ndimi nyinshi - ijambo gusa
- Widgets ziri mu murongo wa internet - ikoreshwa y'aho, ntabwo ishobora gushyirwa ku rubuga
- SOC 2 / GDPR kwemeza - inshingano yawe yo kugenzura
Niba intego yawe ari uguhindura abasura urubuga mo imyerekana yujuje ibisabwa, OpenClaw ni igikoresho cy'inyuma. Kuri uwo murimo, reba SDK ya Naoma cyangwa soma FAQ ku buryo ajenti ya AI yerekana imikorere.
Raba Naoma ikora imyerekana nyayo.
OpenClaw vs ibikoresho byubatswe byihariye
OpenClaw ni umuntu wese. Ku mirimo igoye cyane y'igiciro, ibikoresho byubatswe byihariye birarenza.
| Umurimo | OpenClaw | Kwihitamo kwa kijijwe |
|---|---|---|
| Imyerekana nyayo ya B2B SaaS | Ntabwo yubatswe kuri iyi | Naoma (indimi 33, kwishiraho kwa SDK mu gihe cy'isaha) |
| Kwandikira kohereza | Bisanzwe binyuze mu buhanga bwa shell | Claude Code (kumenya code yose) |
| Urugero rwo mu kirere | Imirimo yo gusura umurongo y'ubu | Manus AI (ajenti y'ikiyaga yose) |
| Kwandikira imirimo izana ifoto | Nta kwandikira kuzana ifoto | AutoGPT (kwandikira ugenda na drag-and-drop) |
| Kwirundurira abakoresha | Kwishiraho gusa | Relevance AI cyangwa Lindy (biragenzuwe) |
Uburyo bukwiye muri 2026: kuzana ibikoresho byubatswe byihariye kubikorwa bigoye cyane kandi ukoreshe OpenClaw kugirango uhuze ibyari hagati.
Ni gute gutangira na OpenClaw
- Kwishiraho - shushanya repo kuva kuri GitHub cyangwa koresha umushiraho wa ligne imwe (
curl -fsSL https://openclaw.ai/install.sh | sh) - Koresha LLM yawe - shyiramo Anthropic, OpenAI, cyangwa Google API key (cyangwa yerekeza ku rubuga rwa Ollama rw'aho)
- Guhuza ururimi rw'ibiganiro - Slack, Telegram, WhatsApp, Discord, cyangwa Signal
- Kwishiraho ubuhinga - soma ClawHub cyangwa wandike ubwawe
SKILL.md - Tangira kuvugana - usabire ajenti yawe kandi uyirebe ikora
Kwishiraho bimara iminota 15-30 kubakoresha mudasobwa bashoboye gukoresha terminal. Abakoresha mudasobwa bashobora kwifashisha umuyobozi - reba inkomoko ku rubuga rwa docs.openclaw.ai.
Ibazwa kenshi
Mbese OpenClaw ni ubuntu kuyikoresha?
OpenClaw ubwayo ni 100% ubuntu kandi y'inkingi cyane mu buryo bukurikije urupapuro rw'ubuntu. Igiciro kivuye mu gukoresha API kubijyanye na LLM - Anthropic, OpenAI, cyangwa Google. Gukoresha Claude Sonnet binyuze muri Anthropic bitwara amadolari 3-15 kuri miliyoni 1 y'imikono. Imiyoboro y'aho binyuze muri Ollama cyangwa LM Studio ivanaho ingengo y'ibiciro bya API burundu ariko igabanya ubuziranenge bw'ibisubizo.
Ninde wahimbye OpenClaw?
Peter Steinberger, umuhanga wo muri Ositaraliya kandi wahoze ari CEO wa PSPDFKit, yahimbye OpenClaw. Yagurishije PSPDFKit kuri miliyoni 100 z'amadolari, agaruka kwandika mu 2025, kandi asohora imikorere ya mbere (icyo gihe yitwa Clawdbot) mu Ugushyingo 2025. Yinjiye muri OpenAI muri Gashyantare 2026 kandi ashyira mushyikirano hamwe na fondasiyo y'inkingi cyane yigenga.
Ni ingahe GitHub stars OpenClaw ifite mu 2026?
OpenClaw ifite inllenzi 350,000+ za GitHub kugeza muri Gicurasi 2026, ibyo bikaba bikuraho mushyikirano wa software cyane wa GitHub. Yarenzeho imyaka 10 ya React mu gihe kingana n'iminsi 60. Kwiyongera kw'inllenzi kwageze kuri 12,000 buri munsi mu gihe cyayo cyo mu Gashyantare 2026.
Mbese OpenClaw ishobora gukora imyerekana ya B2B SaaS?
Oya. OpenClaw ni ajenti y'umwimerere y'imirimo, ntabwo ari igikoresho cyo kwerekana ku bakiriya. Nta presenter wizifoto, nta ijwi ry'ijwi, nta UI yo kumenya inzira, kandi nta kwihutira kwa CRM. Kugirango urebe imyerekana ya B2B SaaS, koresha ajenti y'imyerekana ya AI muburyo bw'ubwihugurwa nka Naoma. Gerageza Naoma.
Mbese OpenClaw ni umutekano kuyikoresha?
OpenClaw ikoresha code kuri mudasobwa yawe, kandi ibyo bitwara ibyago bibi. Mu ntangiriro za 2026, igitero cy'imiyoboro y'ibicuruzwa cyitwa ClawHavoc cyashyizeho ubuhinga bubi 341 kuri ClawHub, bashyiraho logiciel ya malware yafashe ibikoresho. CVEs nyinshi zakurikiyeho. Komeza gusuzuma ubuhinga mbere yo kwishiraho, shyiramo imbaraga, kandi koresha sisitemu y'uburenganzira ya OpenClaw.
Ni ibihe byiza byo gusimbura OpenClaw kubikorwa byihariye?
Kubijyanye n'imyerekana ya B2B SaaS, Naoma ni icyiza cyiza cyo gusimbura kigifite indimi 33 n'igihe cyo kwishiraho kwa SDK cy'isaha. Kubijyanye n'imirimo yose yo mu kirere, Manus AI. Kubijyanye no kwandika, Claude Code. Kubijyanye no kwandikira imirimo izana ifoto, AutoGPT. Iki gikoresho cyose gikora ibyo OpenClaw itakora. Tangira imyerekana ya Naoma.
Mbese OpenClaw ikorana n'imiyoboro ya AI y'aho?
Yego. OpenClaw ishyigikira imiyoboro y'aho binyuze muri Ollama, LM Studio, na seriveri yose ya API yumvikana na OpenAI. Ibi bivana ingengo y'ibiciro bya API kandi bibika amakuru yose kuri mudasobwa yawe. Imiyoboro y'aho nka Llama 3 ikora kubikorwa byoroheje, ariko imirimo igoye cyane iracyakora neza na Claude Sonnet cyangwa GPT-4o binyuze muri API y'ikiyaga.
Inllenzi 350K, ubuhinga 100+, ubushobozi bwo kwerekana bwa zero. Kugirango urebe imyerekana ya B2B, gerageza Naoma mu masegonda 10.
Komeza gusoma ibyerekeye za demo.
Egeramo.
Naoma itanga za demo z'ibicuruzwa ku giti cyawe 24/7 mu ndimi 33. Birabarebe mu minota ibiri.