Strategically promote and distribute content across social media platforms to build thought leadership, spark discussion, and create professional connections. Provides platform-specific guidelines, engagement strategies, cross-platform coordination, and quick-start templates for blog promotion and event/topic posts.…
The most comprehensive open-source slop detection system available. Catches AI-generation patterns by model family (Claude, GPT, Gemini, Llama, Grok, DeepSeek, Mistral, Qwen), substance and depth failures (beautiful word salad), and the full v3.1.0 catalog refreshed. Includes causal-layer attribution, combined-signal…
Three-tier context architecture for managing AI working memory across long-running projects. Use when asked to: manage context, project context, session management, context lifecycle, working memory, archival, archive sessions, context maintenance, garbage collection for context, tiered context.
Configure an LLM as a creative writing coach and editor. Use for creative writing, writer setup, configure writer, creative assistant, content creation coaching, storytelling assistance, and writing improvement.
Day-start and day-end checklists for synthesis engineering projects. Execute dependency-ordered rituals for context optimization, channel sync across Slack, Google Chat, email, meeting transcripts, and document comments, catch-up reads, PR reviews, day planning, and communications. Use when asked about: daily ritual…
Collect many parallel decisions from a principal in one sitting instead of one per turn. Generates a self-contained HTML packet — one row per decision carrying the item, the agent's recommendation, the reasoning, and a link — with buttons, a per-row note box, local persistence, and a paste-able summary the principal…
Two-category disclosure governance for people who publish under their own name while handling confidential work. Distinguishes published-precedent facts (deliberately public biography an agent may restate) from unapproved disclosures (anything learned from private context), with a precedent ledger, surface classes…
Translate technical work into clear, actionable communication for CEOs, CFOs, business-unit leaders, boards, and other non-technical executives. Applies persona tests, de-jargoning, mechanism-to-consequence translation, and trusted upward-report structure. Use for executive updates, progress reports, executive…
Deterministic pre-commit policy for the synthesis-engineering workflow. Enforces staged paths against an active session's lease-backed coordination claim when a board is configured. Classifies each repo by publication surface (personal / public-surface / strict) from its push remotes, applies a tiered pattern set…
Evidence and provenance discipline for AI-agent output — the truth-side companion to synthesis-anti-shortcuts' effort-side discipline. A catalog of grounding rules: never record imagined events, quote only what a tool surfaced, treat context files and memories as caches to re-verify before propagating, name the layer…
Post-implementation verification protocol that catches incomplete work, hidden shortcuts, and gaps between 'tests pass' and 'production works.' Systematically traces data chains, detects placeholders, audits test honesty, and verifies environment parity. Use when asked to: verify implementation, check completeness…
Manifest-driven email inbox cleanup across three tool stacks: iCloud / generic IMAP via Python + YAML rules; Microsoft 365 + outlook.com via Mail.app AppleScript; Gmail via workspace-mcp Gmail API and server-side filters. Engine is public; per-user rules live privately at /.synthesis/inbox-cleanup/. Ships with…
Edit, validate, and ship Markdown knowledge-base changes through a repository's config-driven workflow. Reads .agents/knowledge-base.yaml for the editable bundle, generated/refused paths, topic routing, frontmatter schema, confidentiality control, Git host, branching, and review policy. Use when a user asks to update…
Capture durable session facts in an OKF knowledge base with corpus-wide deduplication, confidentiality routing, conflict reconciliation, provenance, validation, and repository-aware shipping through synthesis-kb-edit. Use at session end, when asked to capture or update knowledge, merge facts into ai-knowledge, or…
Find authoritative hyperlinks for people, organizations, and entities mentioned in content; recover dead URLs in archives via Wayback / Wikipedia / strip prioritization. Use when asked to: find links, hyperlink, research links, find URLs, gather references, look up websites for people or organizations, recover dead…
Guide for setting up and configuring LLM projects across platforms. Use when setting up a Claude Project, creating a ChatGPT GPT, configuring a Gemini Gem, setting up an AI assistant with custom instructions and knowledge, or configuring any LLM platform with AI Knowledge content.
Profile a computer, compare Ollama, LM Studio, llama.cpp, and MLX-LM, recommend local open-weight model artifacts that fit its real memory and storage, install approved artifacts through deterministic managed-runtime adapters, update installed Ollama models with before-and-after identity receipts, maintain a…
Multi-Mac configuration sync via iCloud with bidirectional config file sync, git repository sync, machine inventory, and one-time action system. Use when asked to: mac sync, sync config, sync repos, sync with GitHub, push config to iCloud, pull config from iCloud, run mac-sync, repo status.
Fetch AI-generated meeting notes and full transcripts into local markdown files, and verify that an artifact is primary before it supports attribution-bearing claims. Tool-agnostic: works with Gmail/Drive MCPs and local transcript exports. Use when asked to fetch, pull, sync, download, import, classify, or verify a…
Fail-closed pre-send enforcement for agent-drafted correspondence. A PreToolUse hook blocks every message-sending or draft-creating tool call unless the outgoing text passes a deterministic register scan AND a fresh, single-use grounding ledger — sha256-bound to the exact message — attests that the composing agent…
Cross-provider model-tier convention for agentic work: three role labels (judgment, routine, bulk — formerly frontier, efficient, light) resolved to current model IDs per provider in tiers.yaml, so skills, project docs, and memory never hardcode model names. Also carries the role-selection rule: route by whether the…
Validate, convert, and author content for Google's Open Knowledge Format (OKF v0.1) — the markdown-plus-YAML-frontmatter knowledge-bundle spec announced 2026-06-12. Includes a conformance validator (the checker Google's own OKF repo ships none of), a converter that backfills OKF frontmatter onto an existing markdown…