Skip to main content
ProfSynapse
GitHub 创作者资料

ProfSynapse

按仓库查看 8 个 GitHub 仓库中的 38 个已收集 skills。

已收集 skills
38
仓库
8
更新
2026年9月2日
仓库浏览

仓库与代表性 skills

nexus-release
软件开发工程师

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…

2026年9月2日
nexus-model-updates
软件开发工程师

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…

2026年9月2日
nexus-testing
软件质量保证分析师与测试员

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…

2026年8月27日
nexus-llm-adapters
软件开发工程师

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…

2026年8月27日
nexus-eval-harness
软件质量保证分析师与测试员

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…

2026年8月27日
nexus
软件开发工程师

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…

2026年8月27日
nexus-agents
其他计算机职业

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…

2026年8月24日
nexus-mobile-compat
软件开发工程师

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,…

2026年8月24日
已展示 8 / 12 个已收集 Skill。
experiments
未分类

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,…

2026年8月28日
experiment-runner
未分类

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…

2026年8月27日
task-backlog
未分类

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…

2026年8月27日
data-exhaust
未分类

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…

2026年8月26日
kg-ingest
未分类

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…

2026年8月18日
knowledge-graph
未分类

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…

2026年8月13日
experiment-wrapup
未分类

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,…

2026年8月13日
mechinterp-cells
数据科学家

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,…

2026年7月31日
已展示 8 / 10 个已收集 Skill。
fine-tuning
软件开发工程师

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…

2026年7月22日
transcript-distillation
软件开发工程师

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…

2026年7月2日
upload-deployment
软件开发工程师

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,…

2026年6月24日
synthetic-data-generation
软件开发工程师

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,…

2026年6月24日
embedding-training
软件开发工程师

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,…

2026年6月14日
evaluation
软件开发工程师

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…

2026年6月14日
dataset-publishing
软件开发工程师

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…

2026年6月12日
case-studies
数据科学家

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,…

2026年5月29日
已展示 8 / 9 个已收集 Skill。
已展示 8 / 8 个仓库
已展示全部仓库