nissan

Side-by-side comparison of paid vs local image generation models — DALL-E 3, FLUX.1-schnell, Gemini Imagen, and others. Generates images from the same prompt...

Shadow-test local Ollama models against a cloud baseline with a multi-judge ensemble. Automatically promotes models when statistically proven equivalent — re...

Logs/metrics → Python statistics → LLM interpretation → Notion reports. Use when: generating daily/weekly/monthly operational insights from AI system logs, p...

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comp...

Prisma PostgreSQL → SQLite/Turso migration pattern for AI workspaces — converts production Postgres schemas to edge-compatible SQLite with Turso replication....

Add papers (arXiv, DOI, URL) to Zotero via the Zotero REST API. Requires Zotero to be open for sync. Use when ingesting research papers into the Zotero libra...

Docker volume backup and restore for self-hosted Langfuse. Use when: backing up a self-hosted Langfuse instance, restoring Langfuse after a crash or migratio...

Set up a full local LGTM observability stack (Loki + Grafana + Tempo + Prometheus + Alloy) for FastAPI apps. One Docker Compose, one Python import, unified d...

IMAP bulk email triage — pattern-based delete/archive with dry-run mode. Supports IMAP STARTTLS (e.g. Proton Bridge), dry-run preview, YAML/JSON config for p...

Governs Loki's behaviour in Telegram group chats — when to speak, when to stay silent, how to react, and platform formatting rules.

Create and manage multi-agent teams in OpenClaw with shared workspace, budget governance, and mesh networking. Use when: (1) adding a new agent to an existin...

Pre-generate and cache all demo content before live presentations — hit every API endpoint in advance, verify playback, report coverage gaps. Use before hack...

Build a cost-efficient LLM evaluation ensemble with sampling, tiebreakers, and deterministic validators. Learned from 600+ production runs judging local Olla...

Bootstrap a dark-themed FastAPI+HTMX studio app with SSE real-time progress, blind test mode, SQLite ratings, and Langfuse tracing. Based on the image-gen-st...

ElevenLabs voice API integration — TTS, sound effects, music generation, speech-to-text, voice isolation, and streaming. Use when building voice-enabled apps...

Generate comprehensive API smoke test suites — categorised tests for auth, CRUD, integrations, cached vs live endpoints, with summary reporting. Use when val...

SHA-256 prompt deduplication for LLM and TTS calls — hash normalize prompts, check cache before calling APIs, store results for instant replay. Use when maki...

Decision framework for routing tasks between n8n and OpenClaw. Use when deciding whether a new task should be automated in n8n or handled by an OpenClaw agen...

Verify claims, numbers, and facts in markdown drafts against source data. Use when: reviewing blog posts, reports, or documentation for accuracy before publi...

Build a cost-efficient LLM evaluation ensemble with sampling, tiebreakers, and deterministic validators. Learned from 600+ production runs judging local Olla...

Publish social media posts to LinkedIn and Twitter/X via Buffer GraphQL API. PRIMARY and ONLY tool for social publishing (Typefully cancelled 2026-03-25). Us...

Produce 2-4 genuinely distinct video script variants from a single brief — technical/cinematic (A), general/walkthrough (B), developer/explainer (C). Uses in...

Scrape content from sites that block bots — Twitter/X threads, Reddit, LinkedIn, YouTube comments, Google SERP, and more. Use when standard web_fetch is bloc...

Trust-based budget system for multi-agent teams — daily token limits with automatic midnight resets, yellow/red/demotion thresholds, audit logging, and mesh...

Track Claude.ai token usage and session costs by scraping the Claude.ai usage dashboard. Use when you need to monitor spend or compare usage across sessions.

Context Continuity Protocol session update — the ops sequence Liv runs at the end of every significant session. Updates STATUS.md, posts to Notion daily log,...

Write narration scripts for product tour videos. Produces dual-audience narration (technical + non-technical), timed to screen segments, with hooks and CTAs....

Post native X/Twitter threads by chaining reply-to calls via Twitter API v2. Buffer cannot post threads — use this for any multi-tweet X content from the con...

Read Twitter/X content (single tweet, thread, or user profile) from a URL via TwitterAPI.io. Use when a Twitter/X URL appears in conversation and you need to...

Write structured task outcome blocks to memory/YYYY-MM-DD.md at session end. Enforces format consistency for Langfuse backfill, Quill journal generation, and...

QA pass to catch and fix AI-pattern tells in tweets before publishing. Scans for: uniform sentence length, missing contractions, over-punctuation, and generi...

Two-way markdown ↔ Notion sync for blog and content workflows. Use when: pushing local .md files to Notion for editing, pulling Notion edits back to local fi...

Audit locally installed skills against ClawHub: detect version drift, find new publish candidates, review security flags, and triage ownership conflicts. Use...

Produce modular scene-based videos from slide deck source and per-scene narration audio (text manifest + Kokoro). Includes Playwright slide rendering, per-sc...

Capture product tour video segments using browser automation and screen recording. Coordinates timing between UI interactions and narration cues for demo and...

Verify that a blog post, tweet, thread, or LinkedIn post aligns to at least one of the 6 Redditech Labs content pillars. Use before drafting or publishing an...

Log subagent task completions as Langfuse traces for replay, evaluation, and cost analysis. Called during session-wrap Phase 4. Supports backfill, tag-based...

LoRA fine-tuning pipeline for Stable Diffusion on Apple Silicon — dataset prep, training, evaluation with LLM-as-judge scoring. Use when fine-tuning image ge...

Autonomous signup for external web services — browser automation, email verification, API key generation and secure storage in 1Password. Use when asked to c...

reddi.tech fork of git-summary. Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.

Safely inject API keys from 1Password into macOS LaunchAgent plists using PlistBuddy. Use when running OpenClaw on macOS and storing secrets in 1Password — a...

Reorient a Telegram chat after a session reset. Reads a project's STATUS.md (resume point, blockers, next action) and sends a project-specific context inject...

Notion-to-Twitter automation — pull approved tweets from a Notion database, schedule one-shot crons for exact post times, and post via X/Twitter OAuth2 API....

Audit and correct LinkedIn experience descriptions for overclaims, fabricated metrics, and inaccuracies using browser automation + LLM accuracy review. Flags...

Multi-agent orchestration via Mistral's Agents API — register agents, manage conversations, delegate via handoffs, bind function calling tools. Use when buil...

Coordinate publishAt embargo timing across blog index visibility and social post scheduling. Ensures blog posts don't appear in the index before social posts...

Fact-check and attribution-check social media content (tweets, LinkedIn posts, blog excerpts). Verifies claims, checks attribution, and flags inaccuracies be...

Build polished showcase and demo videos from screenshots, avatars, and text overlays using ffmpeg. Use when creating demo reels, hackathon presentations, pro...

Automated backup to Proton Drive with age-based truncation — sync configs, memory files, content drafts, and media with configurable retention periods. Use w...

Progressive research protocol for agents: write a stub file immediately, append findings incrementally, never save the write for last. Prevents data loss fro...

Runbook for diagnosing failed cron jobs, LaunchAgents, heartbeats, and unattended automation by reproducing the scheduler context, preflighting dependencies,...

Preflight checklist for auth-dependent work: verify the active credential lane, runtime environment, scopes, and smallest safe live probe before writing, dep...

Local zero-cost text-to-speech with per-agent voice profiles using Kokoro TTS (82M params). 54 voices available, named agent mappings, WAV output. Use when b...

Portkey-inspired guardrails for OpenClaw: 5 configurable rules that block prompt injection, redact PII, flag off-scope responses, enforce agent budgets, and...

8 vector store implementations behind a common interface — numpy, lancedb, qdrant, pgvector, weaviate, weaviate_hybrid, milvus, lightrag. Use when evaluating...

Automated monitoring agent that watches an API scoreboard, detects milestones, writes findings to markdown, and alerts via file-based triggers. Use when you...

reddi.tech fork of self-improving-agent. Captures learnings, errors, and corrections to enable continuous improvement. Use when: a command fails, user correc...

Generic multi-agent content pipeline — sequential and parallel agent stages with status tracking, error recovery, and progress callbacks. Use when building m...

reddi.tech fork of agent-evaluation. Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and produc...