Topic: ai-coding
5,076 skills in this topic.
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creating-issues-and-pull-requests
Use when creating GitHub pull requests or issues with template compliance. Triggers: 'create a PR', 'open a pull request', 'file an issue', 'create issue'. Also invoked by finishing-a-development-branch. NOT for: deciding whether to merge or PR (use finishing-a-development-branch).
axiomantic/spellbook 5
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reviewing-design-docs
Use when reviewing design documents, technical specifications, architecture docs, RFCs, ADRs, or API designs for completeness and implementability. Triggers: 'review this design', 'is this spec complete', 'can someone implement from this', 'what's missing from this design', 'review this RFC', 'is this ready for implementation', 'audit this spec'. Core question: could an implementer code against this without guessing?
axiomantic/spellbook 5
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emotional-stakes
Use when writing subagent prompts, skill instructions, or any text where accuracy is critical and hallucination would cause harm. Triggers: 'make this accurate', 'high-stakes prompt', 'this needs to be truthful', 'critical instructions', 'get this right'. NOT for: general prompt improvement (use instruction-engineering) or prompt ambiguity review (use sharpening-prompts).
axiomantic/spellbook 5
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code-review
Use when reviewing code. Triggers: 'review my code', 'check my work', 'look over this', 'review PR #X', 'PR comments to address', 'reviewer said', 'address feedback', 'self-review before PR', 'audit this code'. For heavyweight multi-phase analysis, use advanced-code-review instead.
axiomantic/spellbook 5
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isolated-testing
Use when testing theories during debugging, or when chaos is detected. Triggers: "let me try", "maybe if I", "what about", "quick test", "see if", rapid context switching, multiple changes without isolation. Enforces one-theory-one-test discipline. Invoked automatically by debugging, scientific-debugging, systematic-debugging before any experiment execution.
axiomantic/spellbook 5
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resolving-merge-conflicts
Use when git merge or rebase fails with conflicts, you see 'unmerged paths' or conflict markers (<<<<<<< =======), or need help resolving conflicted files. Triggers: 'merge conflict', 'fix the conflicts', 'conflicting changes', 'resolve conflicts', 'can't merge'.
axiomantic/spellbook 5
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using-lsp-tools
Use when mcp-language-server tools are available and you need semantic code intelligence. Triggers: 'find definition', 'find references', 'who calls this', 'rename symbol', 'type hierarchy', 'go to definition', 'where is this used', 'where is this defined', 'what type is this'. Provides navigation, refactoring, and type analysis via LSP.
axiomantic/spellbook 5
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requesting-code-review
Use when implementation is done and you need a structured pre-PR review workflow. Triggers: 'ready for review', 'review my changes before PR', 'pre-merge check', 'is this ready', 'submit for review'. NOT for: post-merge review (use code-review) or deciding how to integrate (use finishing-a-development-branch).
axiomantic/spellbook 5
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sharpening-prompts
Use when reviewing LLM prompts, skill instructions, subagent prompts, or any text that will instruct an AI. Triggers: "review this prompt", "audit instructions", "sharpen prompt", "is this clear enough", "would an LLM understand this", "ambiguity check". Also invoked by instruction-engineering, reviewing-design-docs, and reviewing-impl-plans for instruction quality gates.
axiomantic/spellbook 5
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documenting-projects
Use when generating, improving, or auditing project documentation. Triggers: 'document this project', 'write docs', 'generate documentation', 'docs are outdated', 'need a README', 'create tutorials', 'API reference docs', 'doc audit', 'documentation review', '/document-project'. Standalone README: use /write-readme. NOT for: code changes (use develop), code review (use code-review), or research (use deep-research).
axiomantic/spellbook 5
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auditing-green-mirage
Use when auditing whether tests genuinely catch failures, or when user expresses doubt about test quality. Triggers: 'are these tests real', 'do tests catch bugs', 'tests pass but I don't trust them', 'test quality audit', 'green mirage', 'shallow tests', 'tests always pass suspiciously', 'would this test fail if code was broken'. NOT for: fixing broken tests (use fixing-tests).
axiomantic/spellbook 5
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fractal-thinking
Use when deeply exploring uncertainty, systematically decomposing complex questions, or gaining certainty about multi-faceted problems. Triggers: 'think deeply about', 'explore this recursively', 'I need certainty about', 'decompose this question', 'what am I missing'. Invoked by brainstorming, fact-checking, debugging, and deep-research. NOT for: simple questions with known answers or linear task execution.
axiomantic/spellbook 5
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dispatching-parallel-agents
Use when deciding whether to dispatch subagents, when to stay in main context, or when facing 2+ independent parallel tasks. Triggers: 'should I use a subagent', 'parallelize', 'multiple independent tasks', 'run these at the same time', 'split this up', 'do both at once', 'dispatch template', 'context minimization'.
axiomantic/spellbook 5
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analyzing-skill-usage
Use when evaluating skill effectiveness or comparing skill versions. Triggers: 'how are skills performing', 'skill metrics', 'which skills fire correctly', 'skill invocation analysis', 'compare skill versions', 'analyze skill usage'. Also invoked by skill improvement workflows.
axiomantic/spellbook 5
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fun-mode
Use when starting a session and wanting creative engagement. Triggers: '/fun', 'use a persona', 'be creative', 'make this fun', 'use a character', 'spice it up'. Session-level mode, not task-level.
axiomantic/spellbook 5
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test-driven-development
Use when user explicitly requests test-driven development. Triggers: 'TDD', 'write tests first', 'red green refactor', 'test-first', 'start with the test'. Also invoked by develop and executing-plans for implementation tasks. NOT for: full feature work (use develop, which includes TDD internally).
axiomantic/spellbook 5
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documenting-tools
Use when writing MCP tools, API endpoints, CLI commands, or any function that an LLM will invoke. Also use when LLMs misuse tools due to poor descriptions. Triggers: 'document this tool', 'write tool docs', 'MCP tool', 'tool description quality', 'model keeps calling this wrong', 'improve tool description'. For human-facing API docs, standard documentation practices apply instead.
axiomantic/spellbook 5
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audio-notifications
Reference for TTS and OS notification configuration. Auto-loads when TTS is enabled (session_init reports TTS active). Also triggered by: 'mute', 'unmute', 'change voice', 'volume', 'notify', 'notification settings', '/tts', '/notify', 'kokoro', 'speak', 'audio feedback'.
axiomantic/spellbook 5
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async-await-patterns
Use when writing JavaScript or TypeScript code with asynchronous operations, fixing promise-related bugs, or converting callback/promise patterns to async/await. Triggers: 'promise chain', 'unhandled rejection', 'race condition in JS', 'callback hell', 'Promise.all', 'sequential vs parallel async', 'missing await'. Enforces async/await discipline over raw promises.
axiomantic/spellbook 5
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optimizing-instructions
Use when instruction files (skills, prompts, CLAUDE.md) are too long or need token reduction while preserving capability. Triggers: 'optimize instructions', 'reduce tokens', 'compress skill', 'make this shorter', 'too verbose', 'this skill is too big', 'over the line limit', 'trim this down'.
axiomantic/spellbook 5
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tarot-mode
Use when session returns mode.type='tarot', user says '/tarot', or requests roundtable dialogue with archetypes. Triggers: '/tarot', 'use tarot mode', 'roundtable with archetypes', 'tarot personas'. Session-level mode, not task-level.
axiomantic/spellbook 5
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opportunity-awareness
Triggers after completing substantive work (finishing a todo, returning from subagent, applying non-obvious convention, receiving user correction). Also: 'what should we capture', 'reusable pattern', 'should this be a skill', 'AGENTS.md update', 'knowledge gap'. Behavioral skill loaded at natural pause points.
axiomantic/spellbook 5
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assembling-context
Use when preparing context for subagent dispatch or managing token budgets. Triggers: 'prepare context for', 'assemble context', 'token budget', 'context package', 'what context does the subagent need'. Also invoked by develop during planning and execution phases.
axiomantic/spellbook 5
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merging-worktrees
Use when merging parallel worktrees back together after parallel implementation, combining parallel development tracks, or unifying branches from dispatched parallel agents. Triggers: 'merge worktrees', 'combine parallel branches', 'integrate parallel work', 'all tracks complete', 'bring everything together'.
axiomantic/spellbook 5