crimeacs

GAN-style iterative improvement loop for any text artifact. Mutates a file, grades each change against a rubric with a SEPARATE model, keeps only verified wins (pairwise-judged), reverts the rest. The git history is the improvement log. Use when the user wants to autonomously improve the quality of a document, email, prompt, landing page, README, contract, or any text file.

Ingest PDFs, DOCX, and URLs into your knowledge vault as atomic, interconnected notes. Extracts concepts with semantic deduplication. Use when you want to turn research papers, documentation, or team docs into permanent knowledge.

Detects and rewrites "AI-sounding" text. Invoke when you are about to ship cold-outbound email, marketing copy, LinkedIn DMs, blog drafts, or any prose where a reader would lose trust if it read as ChatGPT default. Pulls the freshest version of the Wikipedia "Signs of AI writing" catalog before every run. Supports two ops — `validate` (find tells) and `rewrite` (call Claude to clean a draft until the validator passes).

Operate Meta's Graph API and Instagram Graph API from the command line via the `meta` CLI (https://github.com/crimeacs/meta-graph-cli). Use when the user asks to post, publish, or schedule to Instagram (photo, video, Reel, carousel, story); fetch IG media, stories, mentions, tags, insights or analytics; reply to / hide / moderate IG comments; search Instagram hashtags or find recent/top media for a hashtag; run public business-discovery on another IG profile; get an IG embed code; post to or read a Facebook Page feed; list Pages they manage; debug or refresh an access token; or call any Graph API endpoint like /me, /<page-id>/feed, /<ig-id>/media. Triggers on phrases like "post to Instagram", "publish IG reel", "IG insights", "Instagram analytics", "IG hashtag search", "reply to comment on IG", "Facebook Page post", "Meta Graph API", "WhatsApp Business API", "long-lived token", or any mention of `graph.facebook.com`. Skip for general OAuth questions, browser-side JS SDK work, or pure design/copy tasks.

Find why a website gets traffic but no leads or sales. Crawls the live site and runs automated diagnostics — broken CTA buttons, dead forms, missing tracking pixels, copy-pasted meta tags, OG sharing errors, and mobile UX gaps. Use when someone says "why no leads", "audit my site", "conversion audit", "why isn't my site converting", "check my website", or "site not working".

Turn raw screen recordings + a shot list into a finished, narrated, before/after product-demo video — voiceover, music, kinetic captions, motion, and an AI judge loop. Use when producing an investor or sales demo video from product footage.