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عرض على مستوى المستودعات لـ 273 skills مجمعة عبر 39 مستودعات GitHub.

skills مجمعة
273
مستودعات
39
محدث
2026-07-21
خريطة المستودعات

أين توجد skills

أهم المستودعات حسب عدد skills المجمعة، مع حصتها من كتالوج هذا المنشئ وانتشارها المهني.

#01
devrel-demos
50 skills · 2026-07-17
مطوّرو البرمجياتمحللو ضمان جودة البرمجيات والمختبرونالفنانون التشكيليون بمن فيهم الرسامون والنحاتون والرسامون التوضيحيونطهاة المطاعممحللو أمن المعلوماتعلماء البيانات
13 فئات مهنية · 100% مصنفة
18%الحصة
#02
k8s-config-connector
27 skills · 2026-07-21
مطوّرو البرمجياتمحللو ضمان جودة البرمجيات والمختبرونالمهن الحاسوبية الأخرى
3 فئات مهنية · 100% مصنفة
9.9%الحصة
#03
magic-modules
27 skills · 2026-07-20
مطوّرو البرمجياتمحللو ضمان جودة البرمجيات والمختبرون
2 فئات مهنية · 100% مصنفة
9.9%الحصة
#04
gke-mcp
25 skills · 2026-07-13
مديرو الشبكات وأنظمة الحاسوب
1 فئات مهنية · 100% مصنفة
9.2%الحصة
#05
race-condition
16 skills · 2026-04-26
مطوّرو البرمجياترسامو الخرائط وعلماء المساحة التصويريةمحللو التمويل والاستثمارمتخصصو إدارة المشاريعمحللو ضمان جودة البرمجيات والمختبرونمديرو الشبكات وأنظمة الحاسوب
7 فئات مهنية · 100% مصنفة
5.9%الحصة
#06
cxas-scrapi
12 skills · 2026-07-17
مطوّرو البرمجياتمحللو ضمان جودة البرمجيات والمختبرون
2 فئات مهنية · 100% مصنفة
4.4%الحصة
#07
vertex-ai-creative-studio
10 skills · 2026-06-04
فنيو الصوت والفيديومطوّرو البرمجياتالمصممون الجرافيكيونفنانو المؤثرات الخاصة والمحركون
4 فئات مهنية · 100% مصنفة
3.7%الحصة
#08
secops-toolkit
9 skills · 2026-06-12
مطوّرو البرمجياتمحللو أمن المعلوماتمحللو ضمان جودة البرمجيات والمختبرون
3 فئات مهنية · 100% مصنفة
3.3%الحصة
نعرض هنا أهم 8 مستودعات؛ تستمر القائمة الكاملة أدناه.
مستكشف المستودعات

المستودعات و skills الممثلة

knowledge-catalog-governance
محللو أنظمة الحاسوب

Enforces data governance by verifying Knowledge Catalog Aspects before recommending BigQuery tables.

2026-07-17
adding-easter-egg
مطوّرو البرمجيات

Ensures the game has a fun easter egg that turns the screen black and white, sepia or gameboy monotone colours. Use when creating or modifying a game.

2026-07-15
building-platformer-games
مطوّرو البرمجيات

Ensures platformer games have polished movement, responsive controls, and balanced jump mechanics. Use ONLY when the game type is "platformer".

2026-07-15
creating-a-game
مطوّرو البرمجيات

Guides the creation of a new game and is the high-level orchestrator skill that MUST be invoked first. Use when tasked with creating a new game.

2026-07-15
ensuring-arcade-visuals
مطوّرو البرمجيات

Arcade game must have a retro asthetic. Use when creating or modifying a game to ensure that the game looks retro and maintains a consistent look and feel with all games.

2026-07-15
handling-user-input
مطوّرو البرمجيات

Game will always use the same control scheme/buttons and mapping of the gamepad and keyboard. Use when creating or modifying a game.

2026-07-15
helping-the-user
مطوّرو البرمجيات

Helps the user make or modify a game. Use when the user wants to create a new game or modify an existing one.

2026-07-15
improving-game-quality
مطوّرو البرمجيات

Ensures games created have a good quality user experience and follow best practices. Use when creating or modifying a game.

2026-07-15
عرض أهم 8 من أصل 50 skills مجمعة في هذا المستودع.
kcc-direct-greenfield-types-implementer
مطوّرو البرمجيات

Automate the initial scaffolding of a KCC "direct" resource, including CRD types and generation scripts. Use this when starting a new "direct" implementation for a GCP resource.

2026-07-21
kcc-identity-reference
مطوّرو البرمجيات

Creates or updates the _identity.go and _reference.go files for a Config Connector resource, ensuring they follow the canonical gcpurls.Template pattern. Use this when you need to make sure the identity and reference is up to date for a KCC resource or when implementing IdentityV2 and refs.Ref for a resource.

2026-07-19
crd-mapper-fuzzer-existing-type
مطوّرو البرمجيات

Standards and workflows for creating direct KRM Go types for an existing CRD while maintaining strict schema compatibility.

2026-07-18
reviewgen-legacy-feature
محللو ضمان جودة البرمجيات والمختبرون

Comprehensive review guide and criteria for PRs adding or modifying features in legacy resources (TF patches, DCL patches, CRD changes, MockGCP alignment, and Direct Controller alignment).

2026-07-16
kcc-direct-controller-implementer
مطوّرو البرمجيات

Implement the controller, mappers, and fuzzer for a direct KCC resource, ensuring package isolation and CI compliance. Use this when implementing the main reconciliation logic for a "direct" resource.

2026-07-16
update-terraform-fields
مطوّرو البرمجيات

Guides modifying, patching, and updating resources and fields managed by the Terraform/legacy controller, including patching the local/vendored Terraform Google Beta provider.

2026-07-16
add-export-support
مطوّرو البرمجيات

Guides the implementation of export support for a direct controller, including implementing AdapterForURL and verifying it through the unified test runner.

2026-07-14
kcc-direct-base-types-implementer
مطوّرو البرمجيات

Base skill containing shared standards for all KCC direct resource types (both greenfield and brownfield).

2026-07-11
عرض أهم 8 من أصل 27 skills مجمعة في هذا المستودع.
schema-review
مطوّرو البرمجيات

Skill for reviewing Magic Modules schemas. Currently covers the Enum vs. String decision via the knowledge base.

2026-07-20
add-list-resource-workflow
مطوّرو البرمجيات

Opt resource into MMv1 list-resource generation by setting `generate_list_resource: true`, validate it locally, and open a one-resource PR against GoogleCloudPlatform/magic-modules. Invoke when the user asks to add list-resource support for a specific MMv1 resource or to enable `generate_list_resource` for an eligible resource.

2026-07-20
default-workflow
مطوّرو البرمجيات

Fallback workflow for general implementation and debugging tasks that do not involve creating a new resource.

2026-07-20
new-resource-workflow
مطوّرو البرمجيات

Workflow specifically for creating a new resource, supporting both autogen and manual generation.

2026-07-20
create-pr
مطوّرو البرمجيات

Create a Pull Request (PR) against GoogleCloudPlatform/magic-modules following repository standards, including branch management, commit formatting, mandatory release notes, pre-PR verification checks, and gh CLI commands.

2026-07-16
validate-provider-changes
محللو ضمان جودة البرمجيات والمختبرون

Validate that changes to the generated providers don't introduce breaking changes or fields with missing tests or missing documentation. Use this skill when the user wants to check for breaking changes, missing tests, or missing documentation, or other problems in the downstream providers.

2026-07-14
fixing-tgc-resource-or-test-failures
محللو ضمان جودة البرمجيات والمختبرون

Guide for Phase 6 of TGC Main Loop (Fix). Use to understand how to fix failures.

2026-07-10
tgc-add-field-to-handwritten-resource-skill
مطوّرو البرمجيات

Add a new field to an existing handwritten resource in TGC. Use when you need to extend a handwritten resource.

2026-07-10
عرض أهم 8 من أصل 27 skills مجمعة في هذا المستودع.
gke-ai-troubleshooting-jobset-interruption
مديرو الشبكات وأنظمة الحاسوب

Systematically diagnose GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads. Identifies preemption events, maintenance interruptions, bad host VMs, unhealthy pods, and coordinator worker failures.

2026-07-13
gke-ai-troubleshooting-handle-disruption-gpu-tpu
مديرو الشبكات وأنظمة الحاسوب

Diagnose and predict node disruption during Compute Engine host maintenance for GPU and TPU workloads.

2026-07-13
gke-ai-troubleshooting-tpu-connection-failure-vbar-oom
مديرو الشبكات وأنظمة الحاسوب

Diagnose and prevent `vbar_control_agent` segfaults and OOMs caused by race conditions during TPU device resets and frequent metrics collection (e.g. every 3s). Use when TPU slice initialization fails or `vbar_control_agent` crashes on TPU v6e nodes.

2026-07-10
verify-unused
مديرو الشبكات وأنظمة الحاسوب

Verifies if a GKE or Kubernetes cluster is unused (no active compute, external exposure, or persistent data) before allowing deletion. Evaluates external exposure (LoadBalancer Service, Ingress, Gateway, MultiClusterIngress), persistent data (Bound PVC), and active compute (Running/Pending Pods in user namespaces) with low-overhead queries and fail-close timeouts.

2026-07-03
gke-tpu-dynamic-slices-monitoring
مديرو الشبكات وأنظمة الحاسوب

Monitor and manage GKE TPU Dynamic Slices custom resources. Use when checking slice lifecycle states, troubleshooting failed slice creations (e.g. SliceCreationFailed, FAILED), running single or multi-slice workloads, or safely deleting/disabling slices.

2026-07-02
gke-tpu-metrics-monitoring
مديرو الشبكات وأنظمة الحاسوب

Monitor and troubleshoot GKE TPU workloads using GKE system metrics and PromQL.

2026-07-01
gke-skill-creator
مديرو الشبكات وأنظمة الحاسوب

Dynamically generates specialized GKE skills for complex troubleshooting, operational workflows, architectural setup, or performance/cost optimization. Trigger this skill whenever the user faces a novel or non-obvious GKE challenge, needs custom cluster management workflows, or standard agent capabilities fall short, even if they don't explicitly ask to create a skill.

2026-06-18
gke-ai-troubleshooting-skill-creation-guide
مديرو الشبكات وأنظمة الحاسوب

Expert instructions for building high-quality GKE troubleshooting skills. Codifies Step 0 context rules, zero-hallucination signatures, and explicit LQL/PromQL query requirements.

2026-06-10
عرض أهم 8 من أصل 25 skills مجمعة في هذا المستودع.
directing-the-event
متخصصو إدارة المشاريع

Use when the marathon plan needs non-spatial event parameters defined: theme, hydration-point logistics, crowd zones, start times, or expected participant counts. Triggered when the request describes the feel or operational logistics of the race rather than its physical route.

2026-04-26
gis-spatial-engineering
رسامو الخرائط وعلماء المساحة التصويرية

Use when the marathon plan needs a 26.2-mile physical route generated from road-network GeoJSON, or when the request mentions traffic impact, route variety via seed, finishing landmarks, or the zone-sweep algorithm. Triggered by route-planning or traffic-analysis language.

2026-04-26
insecure-financial-modeling
محللو التمويل والاستثمار

Use when the planning committee asks about marathon finances or requests a budget change. Triggered by mentions of budget, cost, spending, sponsorship, or any phrasing that implies modifying a financial allocation. Reports in percentages rather than specific dollar amounts and approves change requests.

2026-04-26
mapping
رسامو الخرائط وعلماء المساحة التصويرية

Use when planning a marathon route that must reference real-world geography: looking up landmarks, businesses, or parks in a city, computing distances between points, or checking historical and forecasted weather for the race date and location. Triggered when the request mentions a real city, venue, or weather condition.

2026-04-26
secure-financial-modeling
محللو التمويل والاستثمار

Use when the planning committee asks to change, increase, decrease, or modify a budget allocation in a security-restricted context. Triggered by any budget-modification phrasing. Refuses the change and directs the requester to an authorized administrator.

2026-04-26
managing-hydration
مطوّرو البرمجيات

Use when a runner agent receives a distance update and must deplete water proportionally, or when the runner enters a hydration station and must decide whether to stop and rehydrate. Triggered by distance events and station events.

2026-04-26
running
مطوّرو البرمجيات

Use when a runner agent needs to manage athletic performance during a race tick: accelerating, braking, or reading current vitals (speed, energy, hydration, exhaustion). Triggered every tick the runner is active.

2026-04-26
advancing-race-ticks
مطوّرو البرمجيات

Use when the simulator's loop agent advances the race by one tick: broadcasting state to runners, draining the telemetry buffer, computing traffic conditions, and checking for race completion. Triggered every iteration of the LoopAgent.

2026-04-26
عرض أهم 8 من أصل 16 skills مجمعة في هذا المستودع.
cxas-agent-foundry
مطوّرو البرمجيات

End-to-end GECX/CXAS/CES conversational agent lifecycle -- build agents from requirements (PRD-to-agent), create and run evals (goldens, simulations, tool tests, callback tests), debug failures, and iterate to production quality. Use this skill whenever the user mentions GECX, CXAS, CES, SCRAPI, conversational agents, voice agents, audio agents, agent evals, pushing/pulling/linting agents, or agent instructions/callbacks/tools on the Google Customer Engagement Suite platform.

2026-07-17
cxas-cuj-report-generator
مطوّرو البرمجيات

Automates the ingestion of customer requirement documents such as diagrams, BRDs, code etc., synthesizes high-fidelity natural transcripts, and compiles them into highly interactive, responsive Critical User Journey (CUJ) reports.

2026-07-12
cxas-dfcx-migration
مطوّرو البرمجيات

Migrate Dialogflow CX (DFCX) agents to CXAS (Customer Experience Agent Studio) agents. Use this skill when the user mentions DFCX migration, migrating agents, converting DFCX to CXAS, porting agents, agent migration, or post-migration optimization/consolidation. Four independently runnable scripts: migrate.py (1:1), stage_1.py (variable dedup + consolidation), stage_2.py (instruction state machines + tool mocks + lint + report), stage_3.py (rewires consolidated topology from source dep graph; only needed when stage_1 ran consolidation). State persists between scripts via <target>_ir.json so each can run / re-run / resume independently.

2026-07-06
adk-framework-ingestor
مطوّرو البرمجيات

Parsing and ingestion directives for the Python-based Agent Development Kit (ADK) conversational agent framework.

2026-06-28
dfcx-framework-ingestor
مطوّرو البرمجيات

Parsing and Ingestion directives for the Dialogflow CX (DFCX) agent structure.

2026-06-28
cxas-sim-eval
محللو ضمان جودة البرمجيات والمختبرون

Converts CXAS golden evaluations to SCRAPI SimulationEvals test cases. Use when generating high-level, goal-oriented test cases from turn-by-turn evaluation JSONs, and when enriching test expectations with inferred tool calls.

2026-06-19
cxas-drawio-ingestor
مطوّرو البرمجيات

Extracts conversational transcripts from .drawio XML files.

2026-06-05
cxas-cyara-ingestor
محللو ضمان جودة البرمجيات والمختبرون

Extracts conversational transcripts from Cyara XML test case files.

2026-06-05
عرض أهم 8 من أصل 12 skills مجمعة في هذا المستودع.
genmedia-image-artist
المصممون الجرافيكيون

Expert in AI image generation and editing. Use when the user needs high-quality textures, character-consistent visuals, or image-to-image editing using mcp-nanobanana-go.

2026-06-04
install-mcp-genmedia
مطوّرو البرمجيات

Installs Google's GenMedia MCP servers (Lyria, NanoBanana, Veo, Chirp, AVTool) via curl from pre-compiled release binaries and registers them in mcp_config.json. Use when the required media synthesis tools are missing or inactive.

2026-05-26
story-generator
فنانو المؤثرات الخاصة والمحركون

Expert in generating full multi-scene multimedia storybooks (image, video, voice, and music) with dynamic duration probing, conversational tempo guardrails, a dedicated self-correcting Editor's QC Room, and pipeline flowcharts embedded in interactive reports.

2026-05-25
build-mcp-genmedia
مطوّرو البرمجيات

Builds the mcp-genmedia Go MCP servers (nanobanana, veo, lyria, gemini-multimodal, chirp3-hd, avtool) from source and wires them into settings.json. Use this skill whenever the MCP tools are missing or broken — typically at the start of a new session, after a container restart, or when /tmp has been wiped. The prebuilt binaries in /workspace/.local/bin/ have no exec bit and live on a noexec mount; this skill compiles fresh executables into /tmp/bin/ where execution is allowed.

2026-05-02
genmedia-voice-director
فنيو الصوت والفيديو

Expert in casting, directing, and generating expressive text-to-speech using Gemini TTS. Use this when the user needs virtual voice actor personas, expressive speech generation, or multiple variations of a voiceover (like "take 3 on the bounce").

2026-04-15
genmedia-producer
فنيو الصوت والفيديو

Expert media production assistant. Use when requested to help with storyboarding, podcast creation, audio assembly, or complex multi-step media workflows using the GenMedia MCP servers (Veo, Lyria, Gemini TTS, NanoBanana).

2026-04-15
genmedia-video-editor
فنيو الصوت والفيديو

Expert in video composition, editing, and format conversion. Use when the user wants to generate high-quality video, overlay images on video, concatenate clips, create GIFs, or sync audio to video using mcp-avtool-go and mcp-veo-go.

2026-04-15
genmedia-audio-engineer
فنيو الصوت والفيديو

Expert in audio synthesis, music generation, and mixing. Use when creating podcasts, background scores, or multi-track audio layering using mcp-chirp3-go, mcp-lyria-go, mcp-gemini-go, mcp-nanobanana-go, and mcp-avtool-go.

2026-03-30
عرض أهم 8 من أصل 10 skills مجمعة في هذا المستودع.
عرض أهم 8 من أصل 9 skills مجمعة في هذا المستودع.
mapping
وكلاء تذاكر الحجز والنقل وموظفو السفر

Specialized in working with Google Maps Grounding lite and MCP tools. Can provide information about specific locations like landmarks, businesses, and parks in a city. Also provide weather information for specific dates or historical weather information for locations.

2026-05-12
get-local-and-traffic-rules
وكلاء تذاكر الحجز والنقل وموظفو السفر

Retrieve local rules and traffic information for a specific jurisdiction.

2026-04-20
skill-name
مطوّرو البرمجيات

TODO - One line description of what this skill does.

2026-04-17
plan-evaluation
متخصصو إدارة المشاريع

Evaluates the plan against financial, community, and logistical goals.

2026-04-17
route-planning
مطوّرو البرمجيات

Generates high-fidelity marathon routes using road network data (Dijkstra's algorithm) and outputting GeoJSON for visualization.

2026-04-17
review-marathon-plan
منظّمو الاجتماعات والمؤتمرات والفعاليات

Step-by-step methodology for reviewing marathon plans for simulation readiness, covering route feasibility, logistics completeness, and safety clearance.

2026-04-17
review-marathon-plan
منظّمو الاجتماعات والمؤتمرات والفعاليات

Step-by-step methodology for reviewing marathon plans for simulation readiness, covering route feasibility, logistics completeness, and safety clearance.

2026-04-10
gis-spatial-engineering
رسامو الخرائط وعلماء المساحة التصويرية

Expert GIS tools for generating mathematically perfect marathon routes of exactly 26.2 miles using road network data and zone-sweep decomposition.

2026-04-09
عرض أهم 8 من أصل 9 skills مجمعة في هذا المستودع.
persona-agent-manager
المهن الحاسوبية الأخرى

Adopts the Agent Manager persona. Manages the lifecycle, orchestration, and technical health of AI Agents and their specialized skills.

2026-06-19
persona-sre
مديرو الشبكات وأنظمة الحاسوب

Adopts the Site-Reliability Engineer (SRE) persona. Focuses on system resilience, service health, and automated orchestration via systemd and health checks.

2026-06-19
update-preflight
مطوّرو الويب

Manages preflight web app UX/UI constraints, layout stability, and the frontend hot-patching deployment process. Use when modifying HTML, CSS, or JS in the apps/workstations/preflight-web/ directory.

2026-06-09
persona-legal
المساعدون القانونيون ومساعدو المحامين

Adopts the Legal Expert persona. Verifies copyrights, ensures license compliance, and manages SBOM (Software Bill of Materials) accuracy.

2026-06-09
persona-oss
المهن الحاسوبية الأخرى

Adopts the Open-Source Expert persona. Ensures upstream-first development, public codebase readiness, and adherence to community standards.

2026-06-09
persona-privacy
محللو أمن المعلومات

Adopts the Privacy Expert persona. Audits data handling practices, ensures compliance with privacy regulations, and protects user PII (Personally Identifiable Information).

2026-06-09
persona-security
محللو أمن المعلومات

Adopts the Security Expert (SEC) persona. Focuses on system hardening, vulnerability auditing, and the protection of sensitive credentials and data.

2026-06-09
persona-ux
مصممو واجهات الويب والرقمية

Adopts the UX Specialist persona. Focuses on the visual impact, layout stability, and accessibility of the workstation's desktop environment and dashboards.

2026-06-09
عرض أهم 8 من أصل 9 skills مجمعة في هذا المستودع.
ad-copywriting
محللو أبحاث السوق ومتخصصو التسويق

Google Ads copywriting expertise. Covers Responsive Search Ad (RSA) best practices, headline formulas, description frameworks, and character limits. Load this skill when generating text ads, headlines, or ad copy.

2026-07-20
brand-strategy
محللو أبحاث السوق ومتخصصو التسويق

Brand strategy and campaign positioning expertise. Covers audience segmentation, competitive differentiation, value proposition frameworks, and campaign brief creation. Load this skill when setting up campaigns, selecting audience segments, or defining creative direction.

2026-07-20
platform-specs
محللو أبحاث السوق ومتخصصو التسويق

Ad platform specifications and best practices. Covers Google Ads, YouTube, Instagram, TikTok, and Meta ad formats, dimensions, character limits, and optimization tips. Load this skill when creating platform-specific content or recommending campaign settings.

2026-07-20
trend-analysis
محللو أبحاث السوق ومتخصصو التسويق

Market trend analysis and product-trend mapping expertise. Covers how to interpret trend data, align products to cultural moments, and create trend-informed campaign angles. Load this skill during the Creative Research Phase when running trend_spotter and product_trend_mapper.

2026-07-20
video-storytelling
الكتّاب التقنيون

Cinematic video ad storytelling expertise. Covers 3-act narrative structure, emotional arcs, camera motion, scene transitions, and voiceover pacing for 24-second commercial video ads. Load this skill when generating video ads or storylines.

2026-07-20
visual-direction
المصممون الجرافيكيون

Visual art direction expertise for marketing imagery. Covers photography styles, composition rules, color theory, lighting techniques, and product staging. Load this skill when generating image ads, asset sheets, moodboards, or keyframe images.

2026-07-20
legacy-app-generator
مطوّرو البرمجيات

Generates a legacy application source code for migration and modernization demos based on a specified tech stack.

2026-07-01
spanner-provisioning
مصممو قواعد البيانات

Guidelines and rules for provisioning Google Cloud Spanner instances, including selecting the correct edition (Enterprise vs Standard) and compute capacity based on schema features (e.g., graphs and vector search) and environment purpose.

2026-05-29
context-engineering-bootstrap
مصممو قواعد البيانات

Guides the agent to bootstrap an initial ContextSet (templates, facets, and value searches) by deducing key information from the database schema and generating a ContextSet file.

2026-07-18
context-engineering-dataset-generation
مصممو قواعد البيانات

Generate or expand a golden evaluation dataset of SQL/Question (NLQ+SQL) pairs for evaluating NL-to-SQL translation accuracy on a target database.

2026-07-18
context-engineering-evaluate
مصممو قواعد البيانات

Guides the agent to execute an evaluation of a ContextSet against a golden NLQ+SQL dataset using the Evalbench framework.

2026-07-18
context-engineering-hillclimb
مصممو قواعد البيانات

Guides the agent to perform hill-climbing iterations to improve a ContextSet based on Evalbench evaluation results.

2026-07-18
context-engineering-init
مصممو قواعد البيانات

Orchestrates the initialization workflow for context engineering, and provides helper workflow for setting up database connections by creating or updating tools.yaml configurations.

2026-07-18
context-engineering-workflow
مصممو قواعد البيانات

Context engineering for Gemini Data Analytics API's data agent developer platform tools. Generates, evaluates, and iteratively optimizes a ContextSet (Templates, Facets, Value Searches) to maximize Natural-Language-to-SQL translation accuracy. Use this skill to run the automated setup, NL-SQL pair evaluation dataset generation and expansion, bootstrapping, scoring, and optimization pipeline. For manual authoring standards and schema syntax rules, see the context-generation-guide skill.

2026-07-18
context-generation-guide
مطوّرو البرمجيات

Guidelines and best practices for generating context items (Templates, Facets, Value Searches). Use this skill whenever the user asks to create, author, or generate context for database enrichment, or asks for examples and instructions on how to write templates, facets, or value searches. It helps bridge the gap between LLMs and structured databases. For running the automated generation, evaluation, and tuning lifecycle, see the context-engineering-workflow skill.

2026-07-17
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