jamie-bitflight-skills

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.

79 skills · 28 agents · 3 MCP servers · hooks

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.

48 skills · 15 agents · 1 MCP server

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.

44 skills · 6 agents

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.

9 skills · 3 agents · hooks

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

4 skills · 4 commands · 2 agents · 2 MCP servers

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.

8 skills · 2 agents

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.

6 skills · 3 agents · hooks

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.

6 skills · 3 agents

Stop-hook that audits assistant output for speculation, ungrounded causality, pseudo-quantification, and completeness overclaims — blocks completion to force evidence-first rewrites

4 skills · 2 commands · 1 MCP server · hooks

Discovers and runs repository-configured quality gates for requested or changed work, preserves diagnostics as evidence, routes non-trivial failures to available causal/domain capabilities, verifies correction integrity, and reports unresolved or out-of-scope findings without silently weakening gates.

3 skills · 1 command · 2 agents

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.

6 skills

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.

1 skill · 3 agents · 1 MCP server

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

3 skills · 1 agent · 1 MCP server

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.

3 skills · 1 agent · 1 MCP server

Skills for working with Python using Astral tools.

3 skills

Build FastMCP 4 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 v4.

3 skills

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.

2 skills · hooks

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

1 skill · 2 agents

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.

2 skills

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

1 skill · hooks

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.

1 skill

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.

1 skill

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.

1 skill

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.

1 skill

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

1 skill

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.

1 skill

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.

1 skill

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.

1 skill

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.

1 skill

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.

1 skill

Fixture plugin declaring a dot-prefixed output-style directory

Fixture: outputStyles declares a number instead of paths.