JasonLo

@jasonlo source repo

14 skills
0 followers
15 hours ago last updated

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Ss Update · jasonlo
Check for skill-sommelier plugin updates and apply them. Compares installed plugin git HEAD against remote, shows changelog, and pulls updates. Use when the user says "update skills", "check for updates", "am I up to date", "update skill-sommelier", or "new skills available".

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Ss Diagnose · jasonlo bundle
Disciplined diagnosis loop for hard bugs and performance regressions: build a feedback loop → reproduce → hypothesise → instrument → fix → regression-test → cleanup. Use when the user says "diagnose this", "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression. Triggers on "diagnose", "debug", "broken", "throwing", "failing", "perf regression", "slow", "hangs".

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Ss Spec New · jasonlo bundle
Draft a language-agnostic service or system specification in the RFC-style used by OpenAI's Symphony spec — RFC 2119 keywords, explicit scope boundaries, goals/non-goals, domain model, configuration contract, state machine, failure model, reference pseudocode, and a conformance checklist. Use when the user wants to write a SPEC.md, formalise a system contract, capture multi-implementation requirements, or turn a design doc into something a porting team could re-implement from scratch. Triggers on "write a spec", "draft a SPEC.md", "service specification", "system contract", "RFC-style spec", "spec the X", "spec this", "make this re-implementable".

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Ss Skill Craft · jasonlo
Create, improve, and design Claude Code skills. Routes between three modes: create (new skill from scratch), improve (fix quality issues in existing skills), and design (architect multi-step workflow skills). Use when users want to create a skill, turn a workflow into a skill, write a SKILL.md, improve skill quality, fix frontmatter, audit skills, design workflow architecture, or structure multi-step skills. Triggers on "create a skill", "make a skill", "turn this into a skill", "new skill", "fix my skill", "improve skill quality", "skill review", "audit skills", "design a workflow skill", "skill architecture", "multi-step skill".

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Ss Autoresearch · jasonlo
Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations; the outer loop synthesizes results, identifies patterns, and steers research direction. Produces research presentations and papers. Use when asked to run autonomous research, design and execute ML experiments end-to-end, or generate a research report from a hypothesis.

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Ss Modern Python · jasonlo
Configure Python projects with modern tooling: uv, ruff, ty. Use when creating new Python projects, setting up pyproject.toml, migrating from pip/Poetry/mypy/black, or writing standalone scripts. Triggers on new Python project, setup Python, pyproject.toml, migrate from pip, migrate from Poetry, replace mypy, replace black, uv init, ruff config.

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Ss Install Script · jasonlo bundle
Create a single-line install script with auto-update capability for CLI tools, Python packages, or applications. Generates shell scripts similar to uv or uw-s3 installers that handle installation, configuration, and optional dependencies. Use when users want to "create an install script", "make a single-line installer", "add auto-update", or "build an installer like uv". Triggers on "install script", "single-line installer", "curl installer", "auto-update script", "installer like uv", "install.sh".

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Ss Python To Chtc · jasonlo bundle
Convert Python scripts into production-ready Docker and Apptainer/Singularity containers with Pixi dependency management, automatic detection, multi-stage builds, and best practices. Supports GPU/CUDA configurations, multi-environment setups (CPU/GPU), HTCondor/SLURM integration, and .sif conversion for HPC. Use when users need to containerize Python applications, create Dockerfiles, generate Apptainer images, package Python code for deployment, need container configuration for Python projects, or want GPU-accelerated applications for HPC environments. Supports Pixi and pip workflows. Handles scripts, web apps, workers, services, and ML/data science workloads on Docker, Apptainer, and HPC systems.

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Ss Skill Discover · jasonlo bundle
Build a developer profile from local Claude Code history, then search GitHub for trending Claude Code skills, present a personalized ranked table, and install selections. Use when the user wants to find new skills, browse what's available, bootstrap their skill collection, or just inspect their own coding profile. Also serves as the "init" / bootstrap command — when called with no arguments, builds (or refreshes) the profile and auto-generates personalized search queries. Triggers on "find skills", "discover skills", "search for skills", "trending skills", "init", "bootstrap skills", "recommended skills", "what skills should I have", "my profile", "who am I", "analyze my usage", "developer profile", "coding habits".

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Ssm Repo Evolve · jasonlo
Discover trending Claude Code skills, study their implementations, and evolve this repo by adopting valuable patterns. Runs in a loop until stopped. Use when the user wants to improve the skills collection, adopt community best practices, or keep the repo current. Triggers on "evolve", "self-evolve", "improve skills repo", "adopt new patterns", "update skills from community".

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Ssm Repo Release · jasonlo
Create a new versioned release: bump version, tag, and push to trigger the release workflow. Use when the user says "release", "new version", "bump version", "ship it", "cut a release", or "publish".

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Ssm Skill Validate · jasonlo bundle
Validate all skills in this repo for frontmatter correctness, naming conventions, and structural rules. Use when adding a new skill, before releases, or in CI. Triggers on "validate skills", "lint skills", "check skills", "audit frontmatter", "skill validation", "pre-release check".

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Ssm Skill Consolidate · jasonlo
Identify similar or overlapping skills in this repo and merge them into one coherent skill. Reduces maintenance burden by eliminating redundancy across skills that share trigger phrases, functionality, or domain. Use when the skill collection feels bloated, two skills seem to do the same thing, or after adding many skills and wanting to deduplicate. Supports a quick mode (trigger overlap only) and full mode (deep analysis). Triggers on "consolidate skills", "merge skills", "deduplicate skills", "combine skills", "overlapping skills", "too many similar skills", "reduce skill count", "skill overlap", "quick overlap check".

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Ssm Skill Weekly Discover · jasonlo
Automated weekly skill discovery for GitHub Actions. Runs the shared discovery pipeline against the user profile, filters against installed skills, and opens a GitHub issue with ranked recommendations. Triggers on "weekly discover", "automated discovery", "skill recommendations".

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14 published skills