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jnyross

Community

@jnyross

2Followers
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46Public Repos
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45Published Skills

jnyross publishes 45 agent skills for code review, debugging, migrations, architecture design, and verified multi-step engineering work.

Skills Distribution
DomainDeveloper To...Code Review & Adve.. (30%)Software Architect.. (30%)Debugging & Root-C.. (20%)Parallel Multi-Age.. (10%)

Agent Skills by jnyross

Showing 45 vetted skills indexed across 1 GitHub repositories.

jnyrossjnyross

figure-it-out

Designs an auditable multi-phase playbook for large migrations and ambiguous engineering tasks.

Community
Advanced
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bro

Restates the previous AI message in plain language without jargon.

Community
Basic
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interrogate

Spawns multiple LLM reviewers to adversarially review code changes and synthesizes a verdict.

Community
Advanced
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principle-boundary-discipline

Concentrates validation and error handling at system boundaries while keeping business logic in pure functions.

Community
Basic
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setup-pstack

Configure per-role model assignments for pstack by writing an always-applied Cursor rule.

Community
Intermediate
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swarm

Fan out parallel cloud workers and aggregate their results into one report.

Community
Intermediate
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principle-model-the-domain

Encodes domain logic into data structures instead of scattered conditionals across codebases.

Community
Basic
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technical-writing

Applies Diátaxis, Google style, STE, and Global English rules to technical documentation.

Community
Intermediate
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principle-fix-root-causes

Guides debugging by tracing symptoms to root causes instead of applying symptom-level workarounds.

Community
Basic
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why

Investigate design rationale behind code by querying seven evidence sources in parallel.

Community
Advanced
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principle-encode-lessons-in-structure

Converts recurring corrections into lint rules, runtime checks, and automation scripts.

Community
Basic
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how

Explains codebase architecture and subsystem flows through parallel explorer agents and optional multi-model critique.

Community
Advanced
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blast-radius

Analyzes what a code change could break beyond the diff and proves safety facts by running real code.

Community
Intermediate
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principle-guard-the-context-window

Routes large payloads to subagents and keeps summaries in the main context window.

Community
Basic
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principle-subtract-before-you-add

Guides removal of dead code and redundant logic before adding new features.

Community
Basic
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reflect

Spawns three parallel review subagents over a session transcript to route learnings into skill edits.

Community
Advanced
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principle-foundational-thinking

Guides structural decisions on data structures, scaffolding order, and concurrency before writing logic.

Community
Basic
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show-me-your-work

Maintains an append-only TSV decision log recording choices, evidence, and results for reviewable long-running work.

Community
Intermediate
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principle-build-the-lever

Guides building rerunnable codemods, scripts, and generators instead of manual edits.

Community
Basic
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poteto-mode

Orchestrates multi-step engineering work through playbooks, principles, and verified subagent delegation.

Community
Advanced
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principle-make-operations-idempotent

Designs state-mutating operations to converge to the same end state across retries and crashes.

Community
Basic
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recall

Reconstruct recent working context from chat history and shared records into a status brief.

Community
Advanced
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principle-sequence-verifiable-units

Sequences multi-step code changes into small units verified before advancing.

Community
Basic
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make-bot-ui

Builds a local web UI that wakes a Grok Bot through a webhook routine over Tailscale.

Community
Intermediate

Frequently Asked Questions About jnyross

FAQPage Schema
What tasks can I accomplish with jnyross's skills?

You can run adversarial multi-model code reviews, trace bugs to root causes, measure blast radius of changes, design module architecture before coding, orchestrate parallel worker swarms, write Diátaxis-standard documentation, and maintain auditable decision logs for long-running or unattended engineering work.

Who are these skills designed for?

Software engineers and technical leads doing code review, debugging, migrations, and architecture design. Skills like typescript-best-practices target anyone editing .ts or .tsx files, while principle skills guide developers wiring validation, designing types, or sequencing refactors and multi-step changes.

How do the review and verification skills work in practice?

Skills like interrogate spawn multiple LLM reviewers that challenge changes from independent angles, while blast-radius executes real code to prove safety. The show-me-your-work skill keeps a TSV decision log with what, why, evidence, and result per decision for human review.

What prerequisites or dependencies do these skills require?

Skills are invoked by name or trigger phrases within an agent environment. The why skill discovers available MCPs to query source control, issue trackers, docs, chat, observability, and error tracking. The setup-pstack skill configures which models pstack uses per role based on detected available models.

Do these skills support parallel or large-scale work?

Yes. The swarm skill fans out N parallel workers and returns one consolidated report, arena spawns N competing candidates and grafts the strongest parts together, and figure-it-out designs auditable playbooks for large migrations with hypothesis loops and logged decisions.