23d (edited) • 📚 Resources & Finds
Weekly Comp #9 - The Editor Compilation.
The week's editor competition has been been, i wanted to go through the comments to learn from other peoples work but 174 comments read was much for my attention span 😀. So i decided to build a compilation of the submissions and share here. Hope you find it as helpful as me.
1.
- GitHub Link: https://github.com/ronrath/engt581-artifact-editor
- What it does: The Review Gate is an artifact editor designed for ENGT 58100, a graduate AI-in-manufacturing course at Purdue. Built using the ICM methodology, it acts as a human review gate for the course's own student submissions. It evaluates weekly artifacts such as cited workplace briefs, annotated bibliographies, AI workflows, and capstone projects to ensure they meet course standards.
- GitHub Link: https://github.com/BytesFromToby/for-the-record
- What it does: "For the Record" is an objective editing tool designed to help individuals prepare oral testimony for city councils, school boards, or zoning hearings. It helps users stay on time and focused when delivering emotionally charged or frustrating public speeches. The editor reviews draft testimony to ensure the message remains clear, concise, and impactful within strict time limits.
- GitHub Link: https://github.com/nataleechamplin/the-constraint-editor
- What it does: The Constraint Editor is a diagnostic tool for business owners, leaders, and project managers who often misdiagnose the real bottlenecks in their operations. Users input their perceived constraint and proposed fix, and the editor analyzes the cause-and-effect reasoning for logical breaks. Instead of solving the problem directly, it quotes the user's own words to highlight flawed assumptions and guide them toward the true root cause.
4.
- GitHub Link: https://github.com/AI-Tjf-Growth/fria-editor
- What it does: The FRIA Editor serves as a senior reviewer for Fundamental Rights Impact Assessments mandated under Article 27 of the EU AI Act. It is specifically built for compliance analysts, Data Protection Officers (DPOs), and AI-governance leads bound by these regulations. The tool evaluates assessment drafts to ensure they meet strict legal and ethical standards before submission.
- GitHub Link: https://github.com/Taufekh/titan-conctract-offer-editor
- What it does: The Titan Contract & Offer Editor is a specialized review tool for legal professionals analyzing contracts and offers. It evaluates documents for asymmetric risks, California law compliance, and hidden issues that might be noted in margins. Instead of rewriting the contract, it flags specific concerns with clear reasoning and talking points to ensure nothing is missed before finalization.
- GitHub Link: https://github.com/atscomposer/ground-truth
- What it does: Ground Truth is an Identity Security Risk Narrative Editor designed for IT security teams. It translates complex IAM data into clear, executive-friendly paragraphs that highlight real exposure without causing unnecessary panic. The tool bridges the gap between technical data and non-technical decision-makers, ensuring the urgency and risk are accurately communicated.
7.
- GitHub Link: https://github.com/Dnaerxkus/kb-answer-editor
- What it does: The KB Answer Auditor is an editing tool that reviews AI-generated knowledge base answers about legacy SQL Server, SSIS, and .NET systems. It is designed for system maintainers who inherit these systems but lack deep technical expertise in those specific technologies. The editor runs four specific checks—unexplained jargon, mechanism without purpose, missing blast radius, and signal-to-noise ratio—to ensure the answers are actionable and clear.
8.
- GitHub Link: https://github.com/astetic-dev/vera-plan-editor
- What it does: Vera is a critical project-plan editor designed for the Astrid card system. It reads project plans and signed quotes like a sharp steering committee member, recomputing schedule and budget arithmetic. The tool tests every risk for realism and traces the thread from what was sold to what is planned, quoting exact evidence for every finding without rewriting the text.
- GitHub Link: https://github.com/craig-atr/fb-ad-editor
- What it does: "SECOND PASS" is an editor for Meta video ads, specifically tailored for laser tattoo removal clinics. It reviews ad concepts—including hooks, shot beats, on-screen text, and copy before any money is spent on production or running the ad. The tool critiques the concept by naming the specific beats that will cause viewers to skip, waste budget, or violate medical-ad policies, without rewriting the content.
10.
- GitHub Link: https://github.com/pugfrik/promo-preflight-editor
- What it does: PROMO PREFLIGHT is an editor that stress-tests back-of-the-napkin promotional offer concepts for bars and restaurants before they are launched. It flags execution gaps, legal tarpits, and unmeasurable margin hogs that could otherwise land a restaurateur in debt or court. The tool ensures that special offers draw customers safely by identifying potential pitfalls without rewriting the core concept.
11.
- GitHub Link: https://github.com/Masked-Brown/hod-review
- What it does: HOD-REVIEW is an editor that evaluates AQA A-level Biology lesson decks the way a Head of Department would before Monday morning. Users provide a lesson PowerPoint and context, and the tool points out specific slides that could cost the class marks. It critiques the material and hands the fixing back to the teacher, ensuring the content is accurate and effective without rewriting it.
- GitHub Link: https://github.com/patkelman/author-voice-checker
- What it does: The AUTHOR VOICE CHECKER is an editor for individuals who draft content with AI but publish under their own name. It analyzes finished drafts against a voice profile to identify lines that have drifted into a generic machine cadence. The tool names the specific rules each problematic line breaks and hands the draft back for the author to fix, ensuring it never rewrites the text itself.
13.
- GitHub Link: https://github.com/dubedad/pitch-coach
- What it does: This Pre-Seed Pitch-Deck Editor is designed for founders raising their first rounds of funding. It reads the deck cold like a skeptical investor, providing a blunt verdict on what stage the narrative honestly represents. The tool identifies the top three deal-killers tied to specific slides and ends with a single, prioritized directive for improvement without rewriting the deck.
14.
- GitHub Link: https://github.com/alydperri/promo-doc-editor
- What it does: The Promo Doc Editor is designed for managers writing promotion cases and for anyone providing promotion feedback. It reviews drafts against a 23-rule rubric, citing the specific passage, naming the rule it violates, and explaining what needs to be fixed. Users can plug in their company's specific values and leveling guide for org-specific critique, and the tool strictly avoids rewriting the content.
15.
- What it does: This editor is tailored for proposals selling marketing, automation, and AI services to local and small businesses like plumbers, electricians, and dentists. It helps freelancers and small agencies refine their pitches to ensure they effectively address the unique needs of local business owners. The tool critiques the proposal for clarity, value proposition, and relevance, handing it back for the author to revise without doing the rewriting for them.
- GitHub Link: https://github.com/Nicopatron/desk-reject
- What it does: Desk-reject is an editor for colorectal surgery congress abstracts submitted to organizations like SACP, ESCP, or ASCRS in Spanish or English. It evaluates the study design, quotes the exact line where a claim exceeds the evidence, and identifies unsupported verbal leaps. The tool strictly refuses to rewrite any prose, ensuring the author maintains full ownership of their scientific writing while receiving critical feedback.
- GitHub Link: https://github.com/marcelomichelsohn/editor-ficc
- What it does: FICC-EDITOR is a grant-proposal editor designed for cultural public financing applications in Brazil, specifically for the municipal culture fund of Campinas. It critiques draft proposals across three levels: hard conformity, strength of writing, and strategy against the call's scoring grid. The tool strictly avoids rewriting the proposal, preventing the editor from becoming a secret co-author and ensuring the applicant's original voice remains intact.
18.
- GitHub Link: https://github.com/DELINIO-DEV/llama
- What it does: This project is a custom, lightweight music player built as a modern alternative to bloated applications that slow down machines. It includes fun Low/High Frequency Band Filters, an equalizer, and Sine Wave Distortion tools that allow users to actively edit and customize their sound. The build also features a custom icon and avoids unnecessary web requests, focusing purely on efficient, high-quality audio playback and editing.
19.
- GitHub Link: https://github.com/pencilvester128/andra
- What it does: Andra is an Andragogy Editor focused on the science of teaching and upskilling for adult learners. It is designed to help professionals who are tasked with teaching others how to master an AI technique, skill, or app. The tool evaluates "lunch and learn" plans to ensure they are engaging, position the presenter as an expert helper, and respect the audience's time.
20.
- GitHub Link: https://github.com/JK0321/the-language-auditor
- What it does: The Language Auditor is a professional language validator designed specifically for SIU (Special Investigation Unit) investigators. It teaches the 12 rules of investigative writing, grounded in Texas case law, ACFE standards, actual HO-3 policy language, and Wittgenstein's philosophy of professional language-games. Instead of rewriting the text, it flags violations by citing the specific rule broken, the authority behind it, and offering targeted improvement suggestions for the investigator to apply.
21.
- GitHub Link: https://github.com/wcvessels/fiber-copy-editor
- What it does: The Fiber Copy Editor reviews business-to-business (B2B) fiber and telecommunications marketing copy, including blog posts, product pages, and social media content. Built for a real marketing department, it acts as a thinking partner that diagnoses failures in the copy without rewriting the text. It points to the exact lines that fail, names the audience and purpose they fail for, explains why, and hands the draft back for the author to revise.
22.
- GitHub Link: https://github.com/InsightfulMinds/proof-before-done-editor
- What it does: Proof Before Done is an evidence editor designed to review completion reports from autonomous coding or operations agents. It addresses the expensive question of whether an agent's "done" report is safe to believe without manually redoing the work. The tool quotes exact weak claims, names the specific evidence failures (like alive URLs or missing logs), and hands the report back for verification without rewriting it.
23, @Adam Smith
- GitHub Link: https://github.com/enminc/survivor-story-editor
- What it does: A Survivor Story Editor for Development Directors at domestic violence nonprofits. It reviews written narratives and long-form case studies, providing specific, trauma-informed feedback on how a single survivor story can be responsibly reframed under six themes (resilience, systemic failure, policy change, donor appeal, public awareness, survivor empowerment) — without rewriting facts or re-traumatizing the survivor.
24.
- Github repo: https://github.com/samstark9/kompliant
- What it does: Kompliant is a compliance review tool for /recruiting marketing content aimed at 1099 insurance sales contractors. It checks materials before they're submitted to a carrier's home office for approval. It targets a high-liability niche where recruiting copy has real regulatory exposure.
25
- Github repo: https://github.com/mattsoftware/GCARS-News
- What it does: This is a critique editor for a specific amateur radio club's weekly summary script, read aloud before a morning net. It evaluates the writing against eleven rules suited to a mobile, audio-only audience. It's a narrowly scoped tool built for one real recurring use case.
26
- Github repo: https://github.com/daedalus-afk/appliance-warranty-editor
- What it does: This editor reviews appliance-repair service invoices before they're submitted as manufacturer warranty claims. It checks required fields and critiques the "work completed" narrative for missing failure modes or unjustified parts. It's aimed at reducing claim rejections for repair techs and warranty admins.
- Github repo: https://github.com/Six8Coffee/cafe-pitch-editor
- What it does: Reid edits café concept pitches meant for landlords or investors before a lease or funding decision. It's designed to never write or rewrite content, even when asked in disguised ways. The project emphasizes strict guardrails that hold up under pressure.
- Github repo: https://github.com/sergeymanevitch/Redline.git
- What it does: Redline is a senior-level code review editor for production Python backend code. It points to exact lines, explains the failure, and can hand back a fix if asked. It catches issues like mutable defaults, race conditions, and silent error-swallowing that typical linters miss.
29
- Github repo: https://github.com/DooceyBoy/cold-read
- What it does: Cold Read reviews the context architecture of folder-based AI systems as if a total stranger were opening the project. It checks whether routing is clear, responsibilities are owned, and rules are verifiable rather than open to interpretation. It judges structure only, not domain-specific correctness like legal or medical accuracy.
- Github repo: https://github.com/andreramirez201-commits/sale-to-cash-editor
- What it does: This editor reviews how a business converts a sale into cash and diagnoses where that process breaks down. It rates the process across seven dimensions, citing every finding to a specific step. It's aimed at operational leaders in fulfillment, distribution, or wholesale businesses.
- Github repo: https://github.com/Xavier-XVI/WHETSTONE
- What it does: WHETSTONE is a critique editor for single-specialist AI agents built under the ICM (a plain-text context management framework) approach. It forces the builder to clearly state the agent's job before testing the agent's folder against that definition. It flags where the agent's design is vague or silently guessing.
32
- Github repo: https://github.com/eccfly/penny-homeschool-editor
- What it does: Penny reviews homeschool lesson plans for parents of nursery through kindergarten-age children. It highlights just one or two key improvements rather than overwhelming a busy parent with feedback. It's intentionally kept simple so it builds parental judgment rather than taking over the planning.
- Github repo: https://github.com/pwtaylor/comp9-grant-editor
- What it does: This editor checks federal education grant applications for public school systems to ensure information is placed correctly per requirements. It's built for districts that lack dedicated grant-writing staff. It's meant to help free up funding capacity by reducing application errors.
19
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Weekly Comp #9 - The Editor Compilation.
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