attune-ai

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 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.

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.

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.

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.

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

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

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.

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

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.

Form-driven Socratic discovery — batch independent decision dimensions into one multi-select-capable form instead of N button-turns. Triggers on: scope this, discovery form, ask me everything at once, multi-select question.

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.

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.

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.

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

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.

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

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.

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.

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

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

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.

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.

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 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.

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.

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