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by Jamie Nelson

Comprehensive Perl 5.30+ development plugin with modular skills for scripting, CPAN ecosystem, environment setup, testing, linting, and validation. Includes specialized agents for script development, code auditing, and CLI architecture.

by Jamie Nelson

Complete plugin development toolkit for creating, refactoring, and validating Claude Code plugins and agents. Use when creating new plugins/skills/agents, refactoring existing plugins/skills, validating frontmatter, or restructuring plugin components. Includes specialized agents for assessment, planning, execution, and validation workflows.

by Jamie Nelson

Analyzes, improves, validates, and concisely represents processes and systems using a canonical semantic model and claim-level validation.

by Jamie Nelson

Opinionated Python 3.11+ engineering system. Establishes strong defaults (SOLID, typing policy, testing standards, code smell detection) and routes to specialist skills for TDD, CLI, web, data/science, and constrained environments.

by Jamie Nelson

Python 3.11+ development workflows including CLI apps with Typer/Rich, script writing, test development, code review, linting troubleshooting, and pyproject.toml configuration. Provides TDD patterns, modern type hints, PEP 723 metadata, and solutions for common Python errors.

by Jamie-BitFlight

Read The Fucking Prompt — mines Claude Code session transcripts to surface the strongest user reactions to assistant instruction-following failures and renders the exchange as a terminal-style PNG

by Jamie Nelson

Portable documentation workflows for audit, synchronization, and freshness review; user-facing authoring and summaries; citation-driven writing; docs-to-skill conversion; and AI-instruction optimization.

by Jamie Nelson

Use when debugging, investigating root causes, designing experiments, or performing scientific analysis — enforces hypothesis-driven reasoning, evidence-first observation, causality validation, and structured output templates. Use when facing unknowns, repeated failures, or complex investigations requiring rigorous methodology.

by jamie-bitflight-skills

Faithful information summarization with fidelity preservation, structured output, and anti-hallucination methodology. Provides skills for file, URL, and image summarization; agents for autonomous summarization tasks; and hooks for validating agent output structure.

by Jamie Nelson

Reference guide for the Twelve-Factor App methodology — 15 principles (12 original + 3 modern extensions) for building portable, resilient, cloud-native applications. Use when evaluating architecture, reviewing codebases for methodology compliance, or advising on configuration, scaling, observability, security, and deployment patterns.

by Jamie Nelson

Enforce mandatory pre-action verification checkpoints to prevent pattern-matching from overriding explicit reasoning. Use this skill when about to execute implementation actions (Bash, Write, Edit) to verify hypothesis-action alignment. Blocks execution when hypothesis unverified or action targets different system than hypothesis identified. Critical for preventing cognitive dissonance where correct diagnosis leads to wrong implementation.

by Jamie Nelson

When an application needs to store config, data, cache, or state files. When designing where user-specific files should live. When code writes to ~/.appname or hardcoded home paths. When implementing cross-platform file storage with platformdirs.

by Hadron Labs Inc.

AI agent infrastructure for 3D printing — design, slice, print, monitor, and recover on real printers (Bambu Lab, Creality, Prusa, Elegoo, OctoPrint, Moonraker/Klipper, Direct USB). Bundles the full Kiln MCP server. Requires uv.

by Kevin Deldycke

Skills and agents to automate repository maintenance, releases, and CI/CD workflows

by BNB Chain

Build, run, diagnose, deploy, and monetize BNB Chain seller agents with bag.

by brunoborges

Debug Java applications in real time using JDB (Java Debugger CLI). Attach to running JVMs or launch new ones under JDB, set breakpoints, step through code, inspect variables, analyze threads, and diagnose exceptions.

by Stuart Kerr

Source-grounded RuvNet knowledge, lifecycle enforcement, and learning for Codex.

by elb-pr

Configurable MCP wrapper that consolidates your tools into just 3, using semantic search for on-demand discovery and sandboxed TypeScript execution. Ships with 7 example servers (96 tools) - reduces context consumption by 97% (48k tokens down to 1.1k).

by Legal Skills Contributors

Chinese legal workflow skills for AI agents: consultation, litigation, criminal defense, labor disputes, bankruptcy, contracts, compliance, legal drafting, and document export.

by Jesse Vincent

An agentic skills framework & software development methodology that works: planning, TDD, debugging, and collaboration workflows.

by Zohar Babin

Your AI research assistant that cites real sources and stays honest. Search the entire web or narrow it down to just the sites you trust; medical journals, court databases, news outlets, academic papers. Analyze the full source, not just snippets. Links that work, citations you can trust, no made up closed garden pre-synthesized results.

by Miguel Rios

Self-QA a repo's running app end-to-end — discover run/auth/features, build a feature×modality test matrix, execute it live, and produce a witnessed pass/fail report.

by Lucas Fernandes da Costa

Drive a goal to completion autonomously while enforcing backpressure (lint, tests, verification) at every step.

by Lauren Tan

Find what a diff breaks beyond the diff and prove the one safety fact by running real code instead of writing it up.