smithery/athola

1

api-designer Design RESTful APIs with best practices for consistency and usability

smithery/athola

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2

architecture-paradigms Selects and routes to the right architecture paradigm. Use when choosing patterns for a new system or comparing trade…

smithery/athola

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3

bloat-detector Detects codebase bloat via dead code, duplication, complexity, and doc bloat scans. Use when codebase feels large or …

smithery/athola

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4

clear-context Manages context overflow by handing off to a fresh subagent at 80% usage. Use when context pressure is critical and w…

smithery/athola

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5

code-refinement Improves code quality across duplication, efficiency, and architectural fit. Use when code passes tests but quality i…

smithery/athola

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6

coding-assistant Provides coding assistance with best practices and code review

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7

decisive-action Guides when to ask clarifying questions versus proceed autonomously. Use to reduce unnecessary clarifying questions w…

smithery/athola

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8

delegation-core Delegates execution to eight CLIs (Gemini, Qwen, MiniMax, GLM, Muse, Codex, OpenCode, Glimmer). Use for execution tas…

smithery/athola

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9

development-workflow Detailed development workflow with modular patterns for git, review, testing, and deployment.

smithery/athola

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10

gemini-delegation Delegates tasks to Gemini CLI implementing delegation-core for Google's models. Use when delegation-core selects Gemi…

smithery/athola

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11

makefile-generation Generates Makefiles with testing, linting, formatting, and automation targets. Use when starting a project or standar…

smithery/athola

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12

methodology-curator Surface expert frameworks. Use when creating or evaluating skills, hooks, or agents.

smithery/athola

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13

modular-skills Build composable skill modules with hub-and-spoke loading. Use when token budget is tight.

smithery/athola

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14

precommit-setup Configures pre-commit hooks for linting, type checking, formatting, and testing. Use when setting up a new project or…

smithery/athola

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15

project-brainstorming Guides project ideation via Socratic questioning to produce a validated brief. Use before specification when requirem…

smithery/athola

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16

project-execution Executes implementation plans with progress tracking, checkpoint validation, and quality gates. Use after planning is…

smithery/athola

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17

project-planning Converts a specification into a phased, dependency-ordered implementation plan. Use after specification is complete a…

smithery/athola

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18

project-specification Transforms project briefs into testable specifications with user stories and acceptance criteria. Use after brainstor…

smithery/athola

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19

qwen-delegation Delegates tasks to Qwen CLI via delegation-core for Alibaba's models. Use when delegation-core selects Qwen or large-…

smithery/athola

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20

response-compression Compresses verbose responses by removing filler and framing to save 200-400 tokens. Use when responses feel bloated o…

smithery/athola

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21

review-chamber Captures and retrieves PR-review findings in memory palaces. Use after PR review to store architectural decisions, pa…

smithery/athola

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22

rigorous-reasoning Applies anti-sycophancy checklist to override agreement bias. Use when analyzing contested claims or avoiding sociall…

smithery/athola

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23

safety-critical-patterns Applies NASA Power of 10 rules for safety-critical verifiable code. Use when auditing financial, medical, or high-rel…

smithery/athola

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24

shell-review Audits shell scripts for correctness, portability, and common pitfalls. Use when reviewing shell scripts or before co…

smithery/athola

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25

skill-authoring Guide creating Claude Code skills with TDD and persuasion principles. Use for new skill development.

smithery/athola

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26

skills-eval Evaluate Claude skill quality through auditing. Use when reviewing or auditing skills.

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27

slop-detector Detects AI-generated writing patterns in prose. Use when reviewing docs for slop, vague language, or identity leaks b…

smithery/athola

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28

smart-sourcing Selects optimal sources for tool calls, balancing accuracy with token cost. Use before research tasks or when decidin…

smithery/athola

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29

style-learner Extracts writing style patterns from exemplar text into a reusable profile. Use when creating a style guide or learni…

smithery/athola

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30

war-room Convenes a multi-LLM expert panel to pressure-test hard-to-reverse decisions. Use when reversibility score is low and…

smithery/athola

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31

war-room-checkpoint Assesses decision reversibility and risk at critical checkpoints. Use when a workflow reaches a high-stakes branch ne…

smithery/athola

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32

workflow-monitor Detects workflow failures and inefficient patterns then files GitHub issues. Use when a workflow step repeatedly fail…

smithery/athola

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