attune-ai

Plugin attune-ai from marketplace attune-ai in Smart-AI-Memory/attune-ai. Commands read from the repo's manifest — today.

Skills (28)

• attune-hub

  Developer workflow hub — routes to the right skill based on what you need. Triggers on: attune, what can attune do, what can you do, capabilities, where do I start, get started.

• author-feature

  Author a single-source feature page — a code-verified master that projects to .help kinds + docs pages, no API credits. Triggers on: author a feature page, single-source doc, new feature master, draft docs without an api.

• bug-predict

  Predict likely bug locations from code patterns and complexity. Triggers on: predict bugs, find bugs, risky code, code risk, what might break, likely bugs, bug hotspots.

• bulk

  Batch API processing for 50% cost savings on non-urgent bulk analysis. Triggers on: batch, bulk process, batch API, cheap bulk, process many, overnight analysis, 50% savings.

• catalog

  Enumerate everything attune offers — every workflow, wizard, and tool, read live from the registries. Triggers on: catalog, list capabilities, browse, show all, what can attune do, list workflows, list wizards, what tools are there.

• coach

  Progressive help for any topic. Repeat to go deeper: concept -> procedural -> reference. Triggers on: coach, learn, explain, teach me, tell me more, how does, what is, go deeper.

• code-quality

  Code review to find quality issues, style violations, and code smells. Triggers on: review, code review, quality, lint, code smell, analyze code.

• cross-review

  One-shot second-opinion review of a real diff by a DIFFERENT model (Claude, Codex or Antigravity) — advisory only, board-recorded. Triggers on: cross review, second opinion, ask another model to review, pre-merge check from codex.

• discovery-sweep

  Run every audit at once and triage the findings into act-now / needs-a-look / dismissed buckets. Triggers on: run all audits, full sweep, audit everything, what should I fix, triage findings, discovery sweep, sweep the codebase.

• doc-gen

  Generate documentation from source code — docstrings, READMEs, API references. Triggers on: generate docs, write documentation, document this, create README, API docs, doc-gen.

• docs-outbox

  Sweep the docs outbox — dedupe, lint, and digest pending small docs (lessons, reports, drafts), then chair-approve via chip into ONE batched PR. Triggers on: docs outbox, outbox sweep, sweep the outbox, pending docs, outbox status, approve digest.

• elicit

  Gather missing, independent planning details in one validated form. Use for ordinary planning or scoping requests with multiple unknowns, explicit discovery forms, and multi-select questions.

• fix-test

  Auto-diagnose and fix failing tests — up to 3 attempts with re-runs. Triggers on: fix test, failing test, broken test, test error, why is this test failing, debug test.

• fix

  Fix Receipts — outcome-first fixing: guided intake picks scope and probes, previews the contract, runs with a verified receipt. Triggers on: attune fix, fix receipts, scoped fix, fix with receipt, outcome fix, fix intake.

• image-analysis

  Analyze an image — screenshot, diagram, UI mockup, or chart — with Claude's vision. Triggers on: analyze this image, look at this screenshot, what's in this diagram, read this mockup, describe this picture, analyze image.

• memory-and-context

  Store, retrieve, search, and manage persistent memory across sessions. Triggers on: store memory, save this, retrieve, forget, manage memory, context, pattern.

• personal-memory

  Capture and recall curated cross-session personal memory — decisions, preferences, findings by topic. Triggers on: remember this for me, capture this decision, save to personal memory, my saved topics, forget topic, personal memory.

• planning

  High-level development planning — features, TDD, architecture review. Triggers on: plan, feature, architecture, design, TDD, strategy.

• rag-code-gen

  RAG-grounded code generation with source citations. Triggers on: grounded code, ground this, cite sources, show me with sources, how do I with attune, reference attune docs, grounded against attune docs.

• recall

  Pull relevant findings stashed from past sessions — on demand. Triggers on: recall, remember, what did I learn, prior session, past findings, did I hit this before, what do we know about.

• refactor-plan

  Code-level refactoring analysis and roadmap. Detects duplication and complexity. Triggers on: refactor, tech debt, simplify, clean up, modularize, DRY, restructure.

• release-prep

  Pre-release preparation with health checks, security audit, changelog validation, version bumps, and dependency audits. Triggers on: release, publish, ship, deploy, version bump, changelog.

• roundtable

  Convene the multi-LLM round table — Claude, Antigravity, and Codex deliberate a question; the user chairs promotion. Triggers on: roundtable, round table, convene the table, ask the table, what do the other models think, deliberate.

• security-audit

  Scan code for security vulnerabilities including eval/exec usage, path traversal, hardcoded secrets, and injection risks. Triggers on: security, vulnerability, audit, scan, CVE, CWE, secrets, injection, eval, exec, OWASP.

• smart-test

  Find test gaps and generate tests for uncovered code. Triggers on: generate tests, write tests, test coverage, find untested code, test gaps, smart test, what needs testing.

• spec

  Spec Ladders — goal-driven spec development: brainstorm, plan, review, and execute a gated task ladder with recorded approvals. Triggers on: spec, spec ladders, brainstorm and build, plan and execute, idea to code, build from scratch.

• verify

  Fact-check LLM-generated content against source-of-truth — confirm imports import, CLI flags are real, links resolve, counts match. Triggers on: verify docs, fact-check, did the model hallucinate, check generated content, are these claims real.

• workflow-orchestration

  Run several analysis workflows together in one sweep. Triggers on: run all workflows, run multiple workflows, full analysis sweep, workflow orchestration.

Slash commands (1)

• /attune-ai:handoff

  Generate a copy-pasteable resume prompt for a fresh Claude Code session

Subagents (6)

• help-content-explainer

  Explains an attune-help template for the user's specific repo — fetches the template, walks the current codebase for relevant code, and grounds the abstract guidance in concrete files. Use when the user says 'explain the X template for my repo', 'how does this attune-help concept apply here', or 'sh

• refactor-planner

  Analyzes a file or directory for code smells, duplication, and complexity, then produces a prioritized refactoring roadmap. Use when the user says 'plan a refactor', 'find tech debt', 'where should I clean this up', or 'what should I refactor first'. Plans only — it writes a roadmap, it does not cha

• release-prep-auditor

  Runs a pre-release pre-flight checklist and returns a structured ready / not-ready verdict — version sanity, clean tree, CI status, changelog entry, security pass, dependency audit. Use when the user says 'audit my release', 'is this ready to ship', 'pre-release check', or 'release readiness'. Repor

• security-reviewer

  Read-only security review of a codebase — scans for eval/exec, path traversal, shell injection, hardcoded secrets, and missing input validation, then reports findings by severity. Use when the user says 'review for security', 'security pass', 'scan for vulnerabilities', or 'check this code for secur

• setup-guide

  Detects environment prerequisites and guides installation of attune-ai, Redis, and MCP server configuration.

• spec-author

  Runs the attune spec-driven requirements interview and writes a complete requirements.md. Use when the user wants to spec a new feature, build a spec, design a feature, or asks to be interviewed about a feature before any code is written.

MCP servers (1)

• attune-ai

  runs: uvx --from attune-ai python -m attune.mcp.server

Hooks (18)

• SessionStart

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/welcome.py

• SessionStart

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/usage_consent_notice.py

• SessionStart

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/memory_backend_notice.py

• SessionStart

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/spec_orient.py

• SessionStart

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/session_recall.py

• Stop

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/compact_warning.py

• Stop

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/session_stash.py

• PreToolUse

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/jit_recall.py

• PreToolUse

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/security_guard.py

• PreToolUse

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/friction_gate.py

• PreToolUse

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/security_guard.py

• PreToolUse

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/macos_timeout_guard.py

• PostToolUse

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/format_on_save.py

• PostToolUse

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/help_on_error.py

• PostToolUse

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/help_post_commit.py

• PostToolUse

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/trap_stash.py

• UserPromptSubmit

  PY=$(command -v python3 || command -v python) && "$PY" ${CLAUDE_PLUGIN_ROOT}/hooks/lesson_recall.py

• UserPromptSubmit

  PY=$(command -v python3 || command -v python) && "$PY" "${CLAUDE_PLUGIN_ROOT}/hooks/prompt_refinement.py"

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