jamie-bitflight

Fixture plugin declaring a dot-prefixed output-style directory

by Jamie Nelson

Orchestrate sub-agents across harnesses: decompose work into phases, dispatch each phase with a specialist or generic prompt, adjudicate returned STATUS reports, and run fan-out, maker/checker, tournament, and loop-until-stop shapes with explicit caps. Use when delegating any implementation, investigation, fix, or review.

by Jamie Nelson

Analyze Claude Code agent session transcripts to identify inefficiencies, anti-patterns, repeated mistakes, and missing tooling opportunities for continuous improvement

by Jamie Nelson

Comprehensive Bash 5.1+ and POSIX shell development plugin with modular skills for scripting, portability, testing, linting, logging, and version-specific features (5.1, 5.2, 5.3 changelogs with examples). Includes specialized agents for script development and code auditing.

by Jamie Nelson

This skill should be used when users need to generate ideas, explore creative solutions, or systematically brainstorm approaches to problems. Use when users request help with ideation, content planning, product features, marketing campaigns, strategic planning, creative writing, or any task requiring structured idea generation. The skill provides 30+ research-validated prompt patterns across 14 categories with exact templates, success metrics, and domain-specific applications.

by Jamie Nelson

The model must invoke this skill when any trigger occurs - (1) user mentions "clang-format" or ".clang-format", (2) user requests analyzing code style/formatting patterns/conventions, (3) user requests creating/modifying/generating formatting configuration, (4) user troubleshoots formatting behavior or unexpected results, (5) user asks about brace styles/indentation/spacing/alignment/line breaking/pointer alignment, (6) user wants to preserve existing style/minimize whitespace changes/reduce formatting diffs/codify dominant conventions.

by Jamie Nelson

When setting up commit message validation for a project. When project has commitlint.config.js or .commitlintrc files. When configuring CI/CD to enforce commit format. When extracting commit rules for LLM prompt generation. When debugging commit message rejection errors.

by Jamie Nelson

When writing a git commit message. When task completes and changes need committing. When project uses semantic-release, commitizen, git-cliff. When choosing between feat/fix/chore/docs types. When indicating breaking changes. When generating changelogs from commit history.

by Jamie Nelson

Query, transform, and convert structured data files (JSON, YAML, TOML, XML, CSV, HCL, INI) using dasel v3. Provides reference syntax, exploration workflows, transformation patterns, and cross-platform installation.

by Jamie Nelson

Language-agnostic development process harness implementing the Stateless Agent Methodology (SAM) 7-stage pipeline with ARL human touchpoint model and Voltron-style language plugin composition. Provides orchestration, workflows, planning, verification, and testing methodology that any language plugin can compose with.

by Jamie-BitFlight

Live multi-session dashboard for Claude Code — real-time visibility and control over every Claude Code session from a browser

by Jamie Nelson

Build FastMCP 3.x Python MCP servers — covers provider/transform architecture (including CodeMode, Tool Search, and server-level transforms), component versioning, session state, authorization (MultiAuth, PropelAuth, connection-pooled token verifiers), evaluation creation, Pydantic validation, async patterns, STDIO and HTTP transports, nginx reverse proxy deployment, background tasks, Prefab Apps UI, security patterns, client SDK usage, testing, deployment, and migration from FastMCP v2. TypeScript is a legacy reference only and is not updated for v3.

by Jamie-BitFlight

Find the strongest user reaction to an AI instruction-following failure in a Claude or Codex session or selected session range, then render a shareable terminal-style PNG.

by Jamie Nelson

Source-backed GitLab CI/CD, glab CLI, automatic release, component, Function, GLFM, and gitlab-ci-local guidance.

by Jamie Nelson

This skill should be used when the model needs to ensure code quality through comprehensive linting and formatting. It provides automatic linting workflows for orchestrators (format → lint → resolve via concurrent agents) and sub-agents (lint touched files before task completion). Prevents claiming "production ready" code without verification. Includes linting rules knowledge base for ruff, mypy, and bandit, plus the linting-root-cause-resolver agent for systematic issue resolution.

by Jamie Nelson

When calling LLM APIs from Python code. When connecting to llamafile or local LLM servers. When switching between OpenAI/Anthropic/local providers. When implementing retry/fallback logic for LLM calls. When code imports litellm or uses completion() patterns.

by Jamie Nelson

When setting up local LLM inference without cloud APIs. When running GGUF models locally. When needing OpenAI-compatible API from a local model. When building offline/air-gapped AI tools. When troubleshooting local LLM server connections.

by Jamie Nelson

Enforces orchestrator context window discipline via PreToolUse hooks and rules. Prevents the orchestrator from reading source files it will not edit, running diagnostic commands that should be delegated, and bypassing delegation with 'small change' rationalizations. Install to structurally prevent investigation escalation anti-patterns.

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