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المستودعات و skills الممثلة

nexus-release
مطوّرو البرمجيات

Cut a Nexus release — bump the version with the repo's own machinery, get the docs and generated sources right, push a tag the GitHub Actions workflow will actually pick up, and recover when it does not. Use when asked to release, publish, ship, cut a…

٢ سبتمبر ٢٠٢٦
nexus-model-updates
مطوّرو البرمجيات

Add, change or verify a Nexus LLM model definition — the registry entry, the provider default, and proof the model id actually works against the live endpoint. Use when adding a newly released model, editing model metadata such as pricing, context window or…

٢ سبتمبر ٢٠٢٦
nexus-testing
محللو ضمان جودة البرمجيات والمختبرون

Verify a Nexus change — pick a Jest lane, write a test that can actually fail, run the in-app Obsidian CLI loop, drive the eval harness, or fix a shipped-docs drift failure. Use when adding or changing tests, when a mock might be deciding the outcome, when a…

٢٧ أغسطس ٢٠٢٦
nexus-llm-adapters
مطوّرو البرمجيات

How to add or debug a Nexus LLM provider adapter — what every adapter must wire, how to verify it against a live provider, and the failure modes that produce a silently blank chat. Use when adding or changing a provider adapter, debugging streaming or…

٢٧ أغسطس ٢٠٢٦
nexus-eval-harness
محللو ضمان جودة البرمجيات والمختبرون

Work on the Nexus LLM eval harness in tests/eval/ — author or fix a scenario fixture, write an eval config, change the executors, assertions or reports, or explain a run that produced nothing, everything-fails, or numbers that disagree. Use when an eval…

٢٧ أغسطس ٢٠٢٦
nexus
مطوّرو البرمجيات

Read, search, and edit the user's Obsidian vault (notes, folders, canvas, bases, tasks, memory/workspaces, saved prompts) from the shell via the `nexus` CLI — no MCP connection needed. Use whenever the user refers to their vault, notes, daily notes, second…

٢٧ أغسطس ٢٠٢٦
nexus-agents
المهن الحاسوبية الأخرى

How to add, change and verify a Nexus agent or tool, and the contract every tool must satisfy. Use when adding or modifying an agent or tool, when a documented command does not resolve, when wiring registration or capability gating, or when touching the…

٢٤ أغسطس ٢٠٢٦
nexus-mobile-compat
مطوّرو البرمجيات

Keep Nexus loading on mobile and compliant with the Obsidian plugin store — vet a dependency, import without crashing init, confine a vault path, and prove none of it regressed with the reachability checker. Use before adding an npm package or a Node import,…

٢٤ أغسطس ٢٠٢٦
عرض 8 من أصل ١٢ skills مجمعة.
experiments
غير مصنف

Lifecycle tooling for the experiments-first repo layout, with one self-contained directory per evidence-producing experiment, signed amendment, machine-readable manifest, pinned instrument, and generated index. Use to scaffold, sign, inspect, resolve,…

٢٨ أغسطس ٢٠٢٦
experiment-runner
غير مصنف

Operational runbook for the Epistemic-Humility Locked Matrix Experiment Runner - expands the PROTOCOL v0.3 (LOCKED) run matrix (3-seed headline + LR/beta sensitivity panel at 4B, 3-seed confirm at 8B, 2 bridge replication cells) into per-cell tuner…

٢٧ أغسطس ٢٠٢٦
task-backlog
غير مصنف

Task-backlog lifecycle tooling for the Epistemic-Humility-Research repo - one markdown file per task under backlog/{tasks,drafts,completed}, a bin/task CLI (new/list/show/claim/release/review/done/validate), a generated TODO.md table, and a pre-commit commit…

٢٧ أغسطس ٢٠٢٦
data-exhaust
غير مصنف

Package a terminal experiment's data exhaust (aggregate stats and, where license-permitted, row-level generation text) into reproducible Hugging Face datasets, with a license gate, containment lint, and a thin uploader. Use when an experiment under…

٢٦ أغسطس ٢٠٢٦
kg-ingest
غير مصنف

Ingest a research paper (or a batch) into the library's atomic knowledge graph the Agents-K1 way. Use when you are handed a paper (URL, arXiv id, or a note already in library/) and you want it folded in as typed concept atoms, mechanisms, lineage edges, and a…

١٨ أغسطس ٢٠٢٦
knowledge-graph
غير مصنف

Create, validate, normalize, export, and analyze typed Obsidian knowledge graph metadata in the Professor Synapse vault, including `kg` node metadata, `relationships` edge objects, `related` link projections, ontology-governed edge types, legacy relationship…

١٣ أغسطس ٢٠٢٦
experiment-wrapup
غير مصنف

Execute the downstream wrap-up after a signed experiment produces its terminal numbers and the LEAD has adjudicated the verdict - write the AMENDMENT Outcome, run bin/exp resolve, update the cross-experiment registries (family-layer-map for atlas cells,…

١٣ أغسطس ٢٠٢٦
mechinterp-cells
علماء البيانات

Author, organize, and launch tuner-backed mechanistic-interpretation cells (activation reading and writing) for the Epistemic-Humility project. Use when designing a new steering / extraction / probe-fit / gate-scoring cell, deciding where its config,…

٣١ يوليو ٢٠٢٦
عرض 8 من أصل ١٠ skills مجمعة.
fine-tuning
مطوّرو البرمجيات

Complete reference for the fine-tuning pipeline (SFT, KTO, GRPO), cloud HF Jobs workflows, autonomous experiment search, checkpoint evaluation, and LoRA surgery. Covers training CLI flags, YAML configuration, model presets, dataset requirements, LoRA…

٢٢ يوليو ٢٠٢٦
transcript-distillation
مطوّرو البرمجيات

Turn local agent transcripts (Claude Code, Codex CLI, or any format with an adapter) into high-quality fine-tuning rows. Use when someone wants to mine their own coding-agent conversation logs into an SFT/KTO/DPO/GRPO dataset — parse the logs, extract…

٢ يوليو ٢٠٢٦
upload-deployment
مطوّرو البرمجيات

Complete reference for model upload and deployment. Covers HuggingFace upload, save strategies (LoRA, merged 16-bit, merged 4-bit), GGUF conversion, model merging, model cards, and the full upload workflow. Use when uploading models, creating GGUF files,…

٢٤ يونيو ٢٠٢٦
synthetic-data-generation
مطوّرو البرمجيات

Complete reference for the SynthChat synthetic dataset generation system. Covers CLI commands (generate, improve, validate), scenario YAML authoring, rubric YAML authoring, settings configuration, evaluation, and full workflow. Use when generating datasets,…

٢٤ يونيو ٢٠٢٦
embedding-training
مطوّرو البرمجيات

Complete reference for the embedding fine-tuning pipeline (SentenceTransformers bi-encoders) — the `embedding` training method, model registry, dual loader (Unsloth fast path + ST fallback), adapter modes (full/lora/frozen_head), triplet/pairs dataset format,…

١٤ يونيو ٢٠٢٦
evaluation
مطوّرو البرمجيات

Complete reference for the config-first model evaluation system. Covers the Evaluator CLI, assertion-driven YAML scenarios, response views, backend configuration, presets, scoring, LLM-as-judge, model comparison, and HuggingFace integration. Use when…

١٤ يونيو ٢٠٢٦
dataset-publishing
مطوّرو البرمجيات

Publish local dataset artifacts to a Hugging Face dataset repo. Use when uploading a JSONL dataset, pushing a filtered dataset variant, syncing a matching .metadata.json sidecar, or renaming a dataset file in the target repo. This skill is about USING the…

١٢ يونيو ٢٠٢٦
case-studies
علماء البيانات

End-to-end case studies showing how to implement the full training pipeline for different skill types. Covers three complete worked examples — tool-calling training, essay-style training, and agentic search (RAG agent) training — demonstrating dataset design,…

٢٩ مايو ٢٠٢٦
عرض 8 من أصل ٩ skills مجمعة.
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