How do I install the Language Specialists skill?

Run npx skillmds@latest add majiayu000/language-specialists in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Language Specialists safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Language Specialists?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Language Specialists free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Language Specialists?

majiayu000 (@majiayu000) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Language Specialists by majiayu000 — Agent Skill

Name: Language Specialists
Rating: 4.2 (5 reviews)
Author: majiayu000

File contents

STANDARD OPERATING PROCEDURE

Purpose

Identify language-specific needs, select the correct specialist (Python or TypeScript), and ensure playbooks/examples/tests stay current.

Triggers

Positive: Requests that specify a target language stack or need language-tailored guidance.
Negative: Framework-agnostic prompts (use prompt-architect) or non-language-specific architecture (system-design-architect).

Guardrails

Structure-first: maintain SKILL.md, readme, examples/, tests/, resources/; ensure child specialists mirror this structure.
Constraint hygiene: extract HARD/SOFT/INFERRED needs (runtime, frameworks, tooling, quality gates).
Routing safety: only assign to specialists with intact docs; flag missing artifacts.
Confidence ceiling on routing decisions (inference/report 0.70; research 0.85; observation/definition 0.95).

Execution Phases

Intake: Capture language, framework, runtime, and constraints (quality, performance, deployment targets).
Routing: Choose python-specialist or typescript-specialist; include backup and escalation path.
Handoff: Provide context, constraints, and existing examples/tests relevant to the stack.
Validation: Confirm outputs meet language-specific standards (formatters, linters, test matrices).

Output Format

Routing decision with constraints (HARD/SOFT/INFERRED).
Selected specialist + reasoning and validation checks.
Confidence statement with ceiling.

Validation Checklist

Constraints captured and confirmed.
Specialist selected from registry with healthy docs.
Examples/tests referenced or gaps flagged.
Confidence ceiling stated.

VCL COMPLIANCE APPENDIX (Internal)

[[HON:teineigo]] [[MOR:root:D-L]] [[COM:Dil+Yonetim]] [[CLS:ge_meta_skill]] [[EVD:-DI]] [[ASP:nesov.]] [[SPC:path:/skills/specialists/language-specialists]]

[[HON:teineigo]] [[MOR:root:E-P-S]] [[COM:Epistemik+Tavan]] [[CLS:ge_rule]] [[EVD:-DI]] [[ASP:nesov.]] [[SPC:coord:EVD-CONF]]

Confidence: 0.71 (ceiling: inference 0.70) - SOP rebuilt using prompt-architect routing clarity and skill-forge structure-first rules.

---name: language-specialistsdescription: Route language-specific engineering work to the right specialist and maintain language playbooks.--- ## STANDARD OPERATING PROCEDURE ### Purpose Identify language-specific needs, select the correct specialist (Python or TypeScript), and ensure playbooks/examples/tests stay current. ### Triggers - **Positive:** Requests that specify a target language stack or need language-tailored guidance. - **Negative:** Framework-agnostic prompts (use prompt-architect) or non-language-specific architecture (system-design-architect). ### Guardrails - Structure-first: maintain `SKILL.md`, `readme`, `examples/`, `tests/`, `resources/`; ensure child specialists mirror this structure. - Constraint hygiene: extract HARD/SOFT/INFERRED needs (runtime, frameworks, tooling, quality gates). - Routing safety: only assign to specialists with intact docs; flag missing artifacts. - Confidence ceiling on routing decisions (inference/report 0.70; research 0.85; observation/definition 0.95). ### Execution Phases 1. **Intake**: Capture language, framework, runtime, and constraints (quality, performance, deployment targets). 2. **Routing**: Choose `python-specialist` or `typescript-specialist`; include backup and escalation path. 3. **Handoff**: Provide context, constraints, and existing examples/tests relevant to the stack. 4. **Validation**: Confirm outputs meet language-specific standards (formatters, linters, test matrices). ### Output Format - Routing decision with constraints (HARD/SOFT/INFERRED). - Selected specialist + reasoning and validation checks. - Confidence statement with ceiling. ### Validation Checklist - [ ] Constraints captured and confirmed. - [ ] Specialist selected from registry with healthy docs. - [ ] Examples/tests referenced or gaps flagged. - [ ] Confidence ceiling stated. ## VCL COMPLIANCE APPENDIX (Internal) [[HON:teineigo]] [[MOR:root:D-L]] [[COM:Dil+Yonetim]] [[CLS:ge_meta_skill]] [[EVD:-DI<gozlem>]] [[ASP:nesov.]] [[SPC:path:/skills/specialists/language-specialists]] [[HON:teineigo]] [[MOR:root:E-P-S]] [[COM:Epistemik+Tavan]] [[CLS:ge_rule]] [[EVD:-DI<gozlem>]] [[ASP:nesov.]] [[SPC:coord:EVD-CONF]] Confidence: 0.71 (ceiling: inference 0.70) - SOP rebuilt using prompt-architect routing clarity and skill-forge structure-first rules.

Frequently asked questions

Language Specialists