个人作者

Thor Whalen

Machine Learning and AI Systems

机构 · Figiri所在地 · San Francisco, CA访问官网 ↗更新于 2026-11-09

Skills
17
仓库
1
职业覆盖
2
场景覆盖
1
Stars
★ 0

Thor Whalen 的 Skills 17

thorwhalen
thorwhalen/opsward

my-skill

暂无简介

Skill与智能体开发
★ 0
thorwhalen
thorwhalen/opsward

opsward

Run opsward to assess and improve this project's AI agent setup. Use when the user says 'opsward', 'check my setup', 'improve my AI config', or wants a full audit and remediation.

★ 0
thorwhalen
thorwhalen/opsward

opsward-subagents

Decide which of a repo's skills should also run as subagents (in their own context), declare it in each skill's frontmatter, and generate or refresh the twin agent files with opsward. Use when a skill does bulky or read-heavy work whose output should stay out of the main context, when a skill needs a tool restriction or a cheaper model, when a hand-written agent duplicates a skill, when `opsward maintain` reports a `subagent_twin` finding, or when asked "should this skill be a subagent", "make this skill usable as a subagent", "generate agents from skills", or to sweep a repo for skill/agent pairs. Also usable as a subagent itself.

Skill与智能体开发
★ 0
thorwhalen
thorwhalen/opsward

opsward-maintain

Check documentation and AI setup for staleness, drift, or inconsistency. Use when the user asks to maintain, refresh, or update project docs and AI configuration.

★ 0
thorwhalen
thorwhalen/opsward

opsward-generate

Generate missing AI setup artifacts for this project. Use when the user asks to scaffold, create, or bootstrap CLAUDE.md, docs, skills, or agent configuration.

★ 0
thorwhalen
thorwhalen/opsward

opsward-diagnose

Diagnose the health of this project's AI agent setup. Use when the user asks to check, audit, or score the project's CLAUDE.md, skills, docs, or agent configuration.

★ 0
thorwhalen
thorwhalen/opsward

opsward

Run opsward to assess and improve this project's AI agent setup. Use when the user says 'opsward', 'check my setup', 'improve my AI config', or wants a full audit and remediation.

★ 0
thorwhalen
thorwhalen/opsward

opsward-subagents

Decide which of a repo's skills should also run as subagents (in their own context), declare it in each skill's frontmatter, and generate or refresh the twin agent files with opsward. Use when a skill does bulky or read-heavy work whose output should stay out of the main context, when a skill needs a tool restriction or a cheaper model, when a hand-written agent duplicates a skill, when `opsward maintain` reports a `subagent_twin` finding, or when asked "should this skill be a subagent", "make this skill usable as a subagent", "generate agents from skills", or to sweep a repo for skill/agent pairs. Also usable as a subagent itself.

Skill与智能体开发
★ 0
thorwhalen
thorwhalen/opsward

opsward-maintain

Check documentation and AI setup for staleness, drift, or inconsistency. Use when the user asks to maintain, refresh, or update project docs and AI configuration.

★ 0
thorwhalen
thorwhalen/opsward

opsward-generate

Generate missing AI setup artifacts for this project. Use when the user asks to scaffold, create, or bootstrap CLAUDE.md, docs, skills, or agent configuration.

★ 0
thorwhalen
thorwhalen/opsward

opsward-diagnose

Diagnose the health of this project's AI agent setup. Use when the user asks to check, audit, or score the project's CLAUDE.md, skills, docs, or agent configuration.

★ 0
thorwhalen
thorwhalen/opsward

opsward-dev

Contributor guide for developing opsward itself — its architecture, hard invariants, and where each kind of change goes. Use when modifying opsward's own source (scan/score/generate/maintain/recommend/cli), adding a template, scoring dimension, or skill recommendation, or when unsure which module owns a change. NOT for running opsward on a target project (use the `opsward` skill for that).

★ 0
thorwhalen
thorwhalen/opsward

opsward-add-template

Add or edit a generation template in opsward — a doc template (architecture.md, testing.md, …), an installable skill (SKILL.md), or an agent definition — and wire it into generate.py so opsward produces it. Use when adding a new artifact opsward should scaffold into target projects, adding a template variable, or changing what `opsward generate` / `install-skills` emit. Covers string.Template rules and the python/jsts/shared layout.

Skill与智能体开发
★ 0
thorwhalen
thorwhalen/opsward

opsward-add-scoring

Add or adjust opsward's quality scoring — a CLAUDE.md sub-dimension, a whole weighted component, or the skill/spec validation rules — in score.py. Use when changing how `opsward diagnose` grades a project, tuning weights or point thresholds, adding a new ComponentScore, or modifying validate_skill_spec. Explains the pure-function contract, the weighting math, and the constants to keep balanced.

★ 0
thorwhalen
thorwhalen/opsward

opsward-add-scan-field

Add a new fact that opsward learns about a target project — a field on ScanResult populated by scan.py — and consume it downstream in score/generate/maintain/recommend. Use when a new check, score, template variable, or drift detector needs data the scan does not yet collect (a new config file, a new .claude/ inventory, a project signal), or when changing project-type detection. Covers the read-only contract, the dataclass-default rule, the util read helpers, and the CLI goldens a scan change can move.

★ 0
thorwhalen
thorwhalen/opsward

opsward-add-recommendation

Add a tech-stack→skill mapping to opsward's recommendation engine in recommend.py, so `opsward recommend` suggests an ecosystem skill when it detects a dependency or framework (e.g. Supabase, FastAPI, Tailwind). Use when extending the curated `_RECOMMENDATIONS` list, adding a new detection signal, or changing where recommended skills are sourced from.

★ 0
thorwhalen
thorwhalen/opsward

opsward-add-drift-check

Add a new staleness or drift check to opsward's maintain stage (maintain.py), so `opsward maintain` reports a new kind of MaintenanceSuggestion — a stale reference, an out-of-sync index, an outdated or empty doc, an incomplete skill. Use when extending what `opsward maintain` detects, adding a suggestion category, or deciding whether a finding belongs in maintain or in the diagnose score. Covers the check-generator shape, categories, the diff field, the exit-code contract, and the CLI golden it can move.

开发工程师律师与法务
★ 0