From cps-ai-translate
AI Bilingual Translation skills — glossary init, translate deliverable, parity check, extend glossary, and more. Apply when the engagement scope includes ai bilingual translation work or the consultant references translate, translation, bilingual.
How this skill is triggered — by the user, by Claude, or both
Slash command
/cps-ai-translate:aitranslateThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
**Code:** AITRANSLATE
Code: AITRANSLATE Full name: AI Bilingual Translation Description: AI bilingual deliverables — domain glossary enforcement, AR/EN parity checks, terminology consistency.
| # | Skill | Command | Purpose |
|---|---|---|---|
| 1 | Glossary Init | /cps-aitranslate:glossary-init | Initialize domain glossary from existing deliverables; seed AR/EN pairs. |
| 2 | Translate Deliverable | /cps-aitranslate:translate | Translate a deliverable to/from Arabic with glossary enforcement. |
| 3 | Parity Check | /cps-aitranslate:parity-check | Verify AR/EN versions of a deliverable match on structure and key terms. |
| 4 | Extend Glossary | /cps-aitranslate:glossary-extend | Propose new AR/EN term pairs from a draft document. |
/cps-aitranslate:glossary-initInitialize domain glossary from existing deliverables; seed AR/EN pairs.
client:
name: "Client Name"
industry: "Industry"
context:
scope: "in-scope description"
constraints: ["constraint 1", "constraint 2"]
references:
- "Prior deliverable / document name"
- "External benchmark / source"
/cps:verify-quality and pass through Glossary coverage ≥90% (glossary-coverage hook enforces).A CPS-branded Glossary Init deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.
/cps-aitranslate:translateTranslate a deliverable to/from Arabic with glossary enforcement.
client:
name: "Client Name"
industry: "Industry"
context:
scope: "in-scope description"
constraints: ["constraint 1", "constraint 2"]
references:
- "Prior deliverable / document name"
- "External benchmark / source"
/cps:verify-quality and pass through Glossary coverage ≥90% (glossary-coverage hook enforces).A CPS-branded Translate Deliverable deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.
/cps-aitranslate:parity-checkVerify AR/EN versions of a deliverable match on structure and key terms.
client:
name: "Client Name"
industry: "Industry"
context:
scope: "in-scope description"
constraints: ["constraint 1", "constraint 2"]
references:
- "Prior deliverable / document name"
- "External benchmark / source"
/cps:verify-quality and pass through Glossary coverage ≥90% (glossary-coverage hook enforces).A CPS-branded Parity Check deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.
/cps-aitranslate:glossary-extendPropose new AR/EN term pairs from a draft document.
client:
name: "Client Name"
industry: "Industry"
context:
scope: "in-scope description"
constraints: ["constraint 1", "constraint 2"]
references:
- "Prior deliverable / document name"
- "External benchmark / source"
/cps:verify-quality and pass through Glossary coverage ≥90% (glossary-coverage hook enforces).A CPS-branded Extend Glossary deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.
Discovery → /cps-aitranslate:glossary-init → /cps-aitranslate:translate → Recommendations
| Plugin | Integration point |
|---|---|
cps-core | Glossary stored in .brain/glossary.json |
cps-ai-personas | Bilingual persona quotes |
All deliverables use standard CPS branding via:
/doc-gen for document generationassets/cps-branding.json for stylingscripts/cps-document-generator.js for automation| Skill | Primary artifact | Format |
|---|---|---|
/cps-aitranslate:glossary-init | Glossary Init Report | DOCX/PDF |
/cps-aitranslate:translate | Translate Deliverable Report | DOCX/PDF |
/cps-aitranslate:parity-check | Parity Check Report | DOCX/PDF |
/cps-aitranslate:glossary-extend | Extend Glossary Report | DOCX/PDF |
npx claudepluginhub hossamdaoud83/cps-plugins-official --plugin cps-ai-translateCreates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.