The Proof
The corpus.
460 living docs from 27 projects. One small agency's actual work over 18 months — specs, prompts, blueprints, reminders, explorations, issues, and the long tail of habits, workflows, plans, and journals we haven't yet fit into the canonical taxonomy. Browse, search, steal what's useful.
Sorted by repo, then by most recently modified. Use the search page to filter by kind, tag, or repo.
ai-labs 8 docs
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Add a Chroma Local UI Interface
Local Chroma in PersistentClient mode is an embedded SQLite library with no UI of its own. Three paths to a browseable surface — from a 30-line inspect script tonight to a /chroma route in the splash later — laid out in increasing commitment.
plans/Add-Chroma-Local-UI-Interface.md -
Context Vigilance Splash Page — Narrative Brief
Designer brief for the Context Vigilance splash. The functional plumbing exists; the structural skills are codified elsewhere. This doc is only about the *story* — the four-act narrative arc and the emotional move each act should produce.
plans/Context-Vigilance-Splash-Page-Narrative.md -
Track and Ingest Lossless Content into Chroma (with Change Detection)
A second ingestion pipeline parallel to the context-v corpus — for the ~5K Lossless content files scattered across the monorepo. Driven by its own sources map, with content-hash-based change detection so re-runs only re-embed what actually changed.
plans/Track-and-Ingest-Lossless-Content-into-Chroma.md -
Write Custom Chroma MCP Server (v0: a session-transcript ingester)
Defer the community djm81/chroma_mcp_server. Roll our own session-transcript ingester that writes into the same Chroma instance our corpus already lives in — preserving the metadata alignment that lets us cross-query corpus and conversation history together.
plans/Write-Custom-Chroma-MCP-Server.md -
ChromaDB as Context Improvement Across Everything, Everyone
Skeptical of vector databases at our scale until a founding-team demo showed me the product is no longer 'a place to put embeddings' — it is an ingestion layer for agent traces, session transcripts, and ambient developer signal that a small team can bend toward almost anything.
explorations/ChromaDB-as-Context-Improvement-Across-Everything-Everyone.md -
Collate Context Files into Context Vigilance as Repo & Project
A long-running, everywhere-distributed practice — context-v/ across a tree of pseudomonorepos — finally graduates into a project of its own, with a collator, a splash, and a vector index.
explorations/Collate-Context-Files-into-Context-Vigilance-as-Repo-&-Project.md -
Preferred Stack — uv over pip, and other defaults
reminders/Preferred-Stack.md -
ai-labs/explorations/when-claud-code-and-when-pi
explorations/When-Claud-Code-and-When-Pi.md
astro-knots 76 docs
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Versatile Component Library for Video Players
Videos links can come from various sources, and include metadata, playlists, and other information that handled to maximize the value of video content, all from simple markdown triggers.
specs/Versatile-Component-Library-for-Video-Players.md -
Converge on an Animations Playbook
A short, well-made motion loop can do work that a paragraph and a screenshot can't — but the tooling that produces Lottie files is concentrated in a few mostly proprietary places. This is a tour of the format, the production tools, the honest lock-in, and a tiered playbook for the Astro Knots family.
explorations/Converge-on-an-Animations-Playbook.md -
Implementing Full-Text Search by Default
Every Astro Knots site should ship with full-text search out of the box. This is a tour of what that costs, why Pagefind (a Rust-powered static indexer) is the strong default, and what the runner-up libraries are for the cases where it isn't.
explorations/Implementing-Full-Text-Search-by-Default.md -
Ideogram Style Prefix for Splash OG Images
Reusable Ideogram preamble that conditions generated OpenGraph and share images to match the astro-knots splash — knot-and-thread motif, the splash's three-mode palette, and an editorial typographic sensibility. Paste before your subject line.
prompts/Ideogram-Style-Prefix-for-Splash-OG-Images.md -
Generate a Pseudomonorepo Rollup of Changelog and Context
How an Astro splash site for a pseudomonorepo aggregates each child submodule's changelog/ and context-v/ into one feed — with provenance, without runtime dependencies on the GitHub API, and without auth token plumbing in CI. The deliberate-sync model: a human runs `pnpm rollup:sync`, content lands in src/rollup/, gets committed, deploys like any other static asset.
blueprints/Generate-a-Pseudomonorepo-Rollup-of-Changelog-and-Context.md -
Build a Fundraise Deck Workspace
Step-by-step playbook for standing up a private, gated, two-surface fundraise/teaser deck workspace from scratch. Captures the patterns proven on sites/calmstorm-decks during the week of 2026-04-30 → 2026-05-03, written as instructions for the next site rather than as a retrospective. Use this when initializing a new client deck site under astro-knots/sites/.
blueprints/Build-a-Fundraise-Deck-Workspace.md -
Build a Promotion Surface for Investment Opportunities
Architecture for a hard-gated, multi-opportunity promotion surface inside mpstaton-site. Each opportunity gets a hub page that conditionally surfaces deck and memo materials behind real authentication, optimised for AI-assisted variant iteration in 3-5 minute cycles.
blueprints/Build-a-Promotion-Surface-for-Investment-Opportunities.md -
Set up a Splash Page with Changelog and Context-V Rendering
Brief prompt for scaffolding a small standalone repo (its own GitHub project, deployed to GitHub Pages) that renders its own changelog and context-v markdown through @lossless-group/lfm.
prompts/Set-up-a-Splash-Page-with-Changelog-and-Context-V-Rendering.md -
Codifying a Comprehensive Extended Markdown Flavor and Shared Package
A specification for a named, versioned extended markdown flavor that codifies our existing rendering capabilities, incorporates features from GFM, Obsidian, MDX, and directive-based systems, and defines a wish list for future development — all backed by a shared remark/rehype package.
specs/Codifying-a-Comprehensive-Extended-Markdown-Flavor-and-Shared-Package.md -
Practices to Sense-Make Context Vigilance at Scale
An exploration of lightweight conventions, indices, templates, and tooling that keep a context-v library legible as it grows from dozens to hundreds of documents — without introducing a new system to maintain.
explorations/Practices-to-Sense-Make-Context-Vigilance-at-Scale.md -
Context-V — Context Vigilance for AI-Native Software Teams
A working library of the documents we feed to Claude Code so we can build sites, apps, and design systems at remarkable speed — and a directory schema that keeps that library legible as it grows.
README.md -
Web Research Agents for Content Augmentation
When a community member adds a tool we haven't authored content for, we want to point an agent at a URL or company name and have it fill out the YAML frontmatter. Here's what shipping that actually looks like in 2026 — and why most of the "agent framework" hype is the wrong tool for the job we have today.
explorations/Web-Research-Agents-for-Content-Augmentation.md -
Write a Changelog Prior to Meaningful Commits
A quick reference for writing a changelog prior to meaningful commits.
reminders/Write-a-Changelog-Prior-to-Meaningful-Commits.md -
Maintain an Interactive Polling System
Implementation blueprint for embeddable, theme-aware interactive polls on Astro SSG sites — covering data model, storage progression from flat-file to database, real-time mechanics, live-meeting authoring motions, vote integrity, and Svelte + GSAP UI contracts.
blueprints/Maintain-an-Interactive-Polling-System.md -
Maintain an Interactive Polling System
Implementation blueprint for embeddable, theme-aware interactive polls on Astro SSG sites — covering Session/Poll data model, Astro DB on Turso storage, DB→markdown materialization for archive, live-meeting authoring motions, and Svelte + GSAP UI contracts. v0.0.1 ships four templates and one live session.
blueprints/Maintain-an-Interactive-Polling-System--v2.md -
Choosing an Image Generator for Text-on-Background Banners
A snapshot of the AI image-generation landscape as of April 2026, focused on the specific job of producing release-banner-style images with legible title text and brand-consistent visual style — the kind of asset Anthropic, Windsurf, Linear, and Vercel attach to changelog entries and release announcements.
explorations/Choosing-an-Image-Generator-for-Text-on-Background-Banners.md -
Quirks of Obsidian Flavored Markdown
A quick reference for the quirks of Obsidian Flavored Markdown.
reminders/Quirks-of-Obsidian-Flavored-Markdown.md -
Maintain Design System and Brand Kit Motions
Conventions for the two reference pages every Astro-Knots site ships — Brand Kit (brand experience essentials) and Design System (component catalog) — including scope split, URL standardization, theme/mode integration contract, and maintenance motions.
blueprints/Maintain-Design-System-and-Brandkit-Motions.md -
Maintain Themes and Modes Across CSS and Tailwind
Implementation blueprint for dual-axis theme and mode control using Tailwind CSS v4 custom properties, with runtime utilities and Vitest verification.
blueprints/Maintain-Themes-Mode-Across-CSS-Tailwind.md -
New Site Quickstart Guide
Step-by-step guide for scaffolding a new Astro site in the astro-knots monorepo, from empty directory to working markdown rendering.
prompts/New-Site-Quickstart-Guide.md -
Sequential Steps or Tasks to Workthrough
You can prompt your AI Assistant via chat, but it's hard to manage a complex series of tasks that way. Even harder to retrace your steps or share your work. Thus, this recurring prompt.
prompts/Sequential-Steps-or-Tasks-to-Workthrough.md -
Exploring GitHub Actions for Package Publishing
A practical walkthrough of what GitHub Actions are, how they work, and how to use them to publish packages to JSR and GitHub Packages with provenance — written for someone who has never set up CI/CD before.
explorations/Exploring-GitHub-Actions-for-Package-Publishing.md -
Remark-Citations: A Unified Plugin for Hex-Code Footnote Management
A standalone remark plugin that transforms footnote identifiers (hex codes, numeric, or mixed) into sequentially-numbered citations with structured metadata parsing, designed for the unified/remark ecosystem and bundled into @lossless-group/lfm.
specs/Remark-Citations-Plugin-for-Hex-Code-Footnote-Management.md -
Create an Image-Heavy Portfolio Website for Boutique E-Commerce
A specification for a mobile-first, image-heavy portfolio site with dark and vibrant modes, carousel-driven galleries, tiered pricing cards, WhatsApp CTA, and SEO landing pages — all managed through markdown content and deployable independently from the Astro-Knots pseudomonorepo.
specs/Maintain-an-Image-Heavy-Portfolio-Site.md -
Flare: Concentric Wobble Rings
Creative brief and technical spec for an interactive concentric-rings animation — imperfect circles radiating from an off-center origin with mouse hover repulsion and click ripple effects. Inspired by greenoaks.com.
prompts/Flare__Concentric-Wobble-Rings.md -
Design System Pages Per Site
Every site should have a design-system route with browsable pages for components, flare, and layouts — built with zero-friction by Code Assistants, not a third-party documentation tool.
reminders/Design-System-Pages-Per-Site.md -
Flare Components — Creative Workflow
Flare is our naming convention for design-oriented components — images, illustrations, and animations as code. This reminder covers naming, preferred tech, and the creative brief workflow.
reminders/Flare-Components-Creative-Workflow.md -
Improvising within Design System Color Palettes
A reminder to AI code assistants and developers: use named colors and design tokens; when improvising raw hex or rgba values, reintegrate them into the system.
reminders/Improvising-within-Design-System-Color-Palettes.md -
Portfolio-Wide Job Aggregator
A specification for scraping, aggregating, and displaying job openings across a venture capital firm's portfolio companies — built as a reusable pattern for any VC client site.
specs/Portfolio-Wide-Job-Aggregator.md -
New Homebrew Formulae Worth Knowing About
A quick-hit survey of six new Homebrew formulae — dispenso, jsongrep, opentimestamps-client, proxelar, qtcanvaspainter, and qttasktree — with an honest assessment of what each does and whether our dev team should care.
explorations/New-Homebrew-Formulae-Worth-Knowing-About.md -
Understanding the JavaScript Runtime and Package Manager Landscape
A ground-up exploration of what Node, Deno, Bun, npm, pnpm, Yarn, Vite, tsup, and esbuild actually are, why they exist, how they relate to each other, and when to use which — because the JavaScript ecosystem never explains itself.
explorations/Understanding-the-JavaScript-Runtime-and-Package-Manager-Landscape.md -
Tags Must Use Train-Case
All tags in YAML frontmatter must use Train-Case — capitalize each word, hyphens between words, no spaces, no underscores, no all-lowercase.
reminders/Tags-Must-Use-Train-Case.md -
Implement Context-V Fetcher for mpstaton-site
Step-by-step implementation guide for adding a build-time GitHub content fetcher to mpstaton-site that pulls context-v documents from multiple repos.
prompts/Implement-Context-V-Fetcher-for-mpstaton-site.md -
Context-V GitHub Fetcher for Multi-Repo Content Aggregation
A build-time content fetcher that pulls context-v documents (Specs, Blueprints, Prompts, Reminders) from multiple GitHub repositories, enabling lossless.group and mpstaton.com to render current project documentation without manual copying or submodules.
specs/Context-V-GitHub-Fetcher-for-Multi-Repo-Content-Aggregation.md -
Develop a Slides-only Astro Site for a Fundraise Process
A slides-only Astro site that stays consistnent with relevant Context Vigilance files fed into AI Assistant context.
specs/Develop-a-Slides-only-Astro-Site-for-a-Fundraise-Process.md -
Maintain an Elegant Open Graph System
A scalable, consistent architecture for Open Graph metadata optimized for the messaging-first share economy.
blueprints/Maintain-an-Elegant-Open-Graph-System.md -
Citation System Architecture
A citation and reference management system for Astro sites using hex codes as stable identifiers that convert to sequential integers at render time.
blueprints/Citation-System-Architecture.md -
Codeblock Syntax Highlighting with Shiki
Blueprint for implementing syntax-highlighted code blocks across astro-knots sites using Shiki with the tokyo-night theme and reusable wrapper components.
blueprints/Codeblock-Syntax-Highlighting-with-Shiki.md -
Styles Architecture Blueprint
Architecture blueprint for Dark Matter's CSS and Tailwind v4 theming system, defining named brand colors, derived scales, semantic tokens, and three display modes.
blueprints/Styles-Architecture-Blueprint.md -
Papermark Self-Hosted Dataroom Deployment
Complete deployment specification for self-hosting Papermark as an open-source virtual data room for sharing investment memos, pitch decks, and due diligence documents.
Papermark-Self-Hosted-Dataroom-Deployment.md -
Implement Portfolio with Confidential Access in New Site
Step-by-step implementation plan for adding portfolio features with confidential access control to the dark-matter site, based on proven patterns from hypernova-site.
prompts/Implement-Portfolio-with-Confidential-Access-in-new-Site.md -
Page: Partner with Us
Prompt plan for creating a tabbed Partner with Us page showcasing different LP types including corporate investors, family offices, fund of funds, and institutional managers.
prompts/Page__Partner-with-Us.md -
Set Up Index and Basic Components Using Brand Theme
A prompt plan for evolving index pages and basic components to use the brand theme system instead of hard-coded colors, with step-by-step instructions for Cascade/Windsurf.
prompts/Set-Up-Index-and-Basic-Components-using-Brand-Theme.md -
Astro Knots is not a True Monorepo
A reminder that Astro-Knots is organized like a monorepo but functions as a collection of independent Astro projects for convenient pattern porting.
reminders/Astro-Knots-is-not-a-True-Monorepo.md -
Preferred Stack
A quick reference for the preferred technology stack: HTML/CSS first, Astro for SSG, Svelte for interactivity, Tailwind for styling, and no React.
reminders/Preferred-Stack.md -
Team Pages Specification
Agency-wide specification defining how astro-knots sites should implement data-driven team pages with role-based grouping, shared data models, and brand theming.
sitemap/pages/team/Team-Pages-Specification.md -
Team Spans Page Spec
Specification for a responsive grid layout displaying team members grouped by roles in contiguous spans with CSS Grid and consistent card styling.
sitemap/pages/team/Team-Spans-Page-Spec.md -
In The News
Specification for a media coverage section with article display components, sidebar layout, and links to relevant press coverage of portfolio companies.
specs/In-The-News.md -
Introducing Features and UI Components
Prompt for introducing features and UI components to the Hypernova site, including team pages, responsive design patterns, and branded exports.
prompts/Introducing-Features-and-UI-Components.md -
Removing Unnecessary Code Step-by-Step
We have developed a number of great patterns, components, and utilities that we use on a regular basis. To start with a robust set of included functionality, we cloned The Water Foundation site (twf_site), but now need to strip out any code that is not directly related to the Hypernova brand and desired site functionality.
prompts/Removing-Unnecessary-Code-Step-by-Step.md -
Dynamic Webpage to Display Portfolio w Authentication
Dynamically display portfolio information on a branded webpage, with certain types of information only displayed for certain privileges connected to authentication.
specs/Dynamic-Webpage-to-Display-Portfolio-w-Authentication.md -
Jumbotron Popdown Patterns
Design and implementation patterns for consistent jumbotron popdown menus in the Lossless UI.
blueprints/Jumbotron-Popdown-Patterns.md -
Exploring Publishing Component Library for VC Firms
Strategic exploration of publishing @knots packages as a component library for venture capital firms, evaluating approaches from Web Components to shadcn-style CLI distribution.
strategy/Exploring-Publishing-Component-Library-for-VC-Firms.md -
Confidential Content Access Control Blueprint
A tiered pattern for protecting privileged or confidential content across astro-knots sites, from simple passcodes to full OAuth integration.
blueprints/Confidential-Content-Access-Control-Blueprint.md -
GitHub Secure Content Pattern
A pattern enabling Astro sites to fetch confidential content from a private GitHub repository at runtime, keeping sensitive documents out of static assets.
blueprints/GitHub-Secure-Content-Pattern.md -
Slides System for Astro and Markdown
A comprehensive specification for building presentation slide systems in Astro-Knots sites with RevealJS, Three.js, and full theme/mode integration.
blueprints/Slides-System-for-Astro-and-Markdown.md -
astro-knots/explorations/choosing-the-right-datastores
explorations/Choosing-the-Right-DataStores.md -
astro-knots/issue-resolution/astro-check-type-errors-on-mpstaton-site
issue-resolution/Astro-Check-Type-Errors-on-mpstaton-site.md -
astro-knots/issue-resolution/documentation-gaps-blocking-new-site-onboarding
issue-resolution/Documentation-Gaps-Blocking-New-Site-Onboarding.md -
astro-knots/issue-resolution/hot-reload-for-raw-filesystem-content
issue-resolution/Hot-Reload-for-Raw-Filesystem-Content.md -
astro-knots/issue-resolution/issue-of-saving-stack-edits
issue-resolution/Issue-of-Saving-Stack-Edits.md -
astro-knots/issue-resolution/resolving-mode-switching-across-multiple-components
issue-resolution/Resolving-Mode-Switching-Across-Multiple-Components.md -
astro-knots/issue-resolution/scripting-across-multiple-tables-in-nocodb
issue-resolution/Scripting-across-Multiple-Tables-in-NocoDB.md -
astro-knots/issue-resolution/ssh-key-passphrase-prompts
issue-resolution/SSH-Key-Passphrase-Prompts.md -
astro-knots/issue-resolution/workspace-vs-jsr-for-lfm-consumers
issue-resolution/Workspace-vs-JSR-for-LFM-Consumers.md -
astro-knots/prompts/author-a-specification-markdown-file-in-context-v
prompts/Author-a-Specification-Markdown-File-in-Context-V.md -
astro-knots/prompts/discuss-how-to-publish-long-form-like-ebook
prompts/Discuss-how-to-Publish-Long-Form-like-eBook.md -
Fetch Brand and Tokens from Client Site
Extract colors, fonts, and design tokens from a client's existing website to bootstrap theme.css with brand-aligned values. Uses curl/fetch to grab CSS and design assets.
prompts/Fetch-Brand-and-Tokens-from-Site.md -
Preference for Shortcuts in Config to Absolute Paths
reminders/Preference-for-Shortcuts-in-Config-to-Absolute-Paths.md -
astro-knots/reminders/rule-to-assure-collection-schema-is-flexible
reminders/Rule-to-Assure-Collection-Schema-is-Flexible.md -
astro-knots/sitemap/components/component__message-hierachy-bare-component
sitemap/components/Component__Message-Hierachy-Bare-Component.md -
astro-knots/sitemap/components/component__rapid-slide-search--nav
sitemap/components/Component__Rapid-Slide-Search-&-Nav.md -
astro-knots/sitemap/dojo_index
sitemap/dojo_index.md -
astro-knots/sitemap/layouts/sections/section__areas-of-venture
sitemap/layouts/sections/Section__Areas-of-Venture.md -
astro-knots/specs/dynamic-portfolio-page-specification-and-implementation-plan
specs/Dynamic-Portfolio-Page-Specification-and-Implementation-Plan.md -
astro-knots/specs/include-full-search-as-a-default
specs/Include-Full-Search-as-a-Default.md
calmstorm-decks 19 docs
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High-Resolution, High-Fidelity Deck Exports — From Code to Images & PDFs
explorations/High-Resolution-High-Fidelity-Deck-Exports-from-Code-to-Images-&-PDFs.md -
Gate Sensitive Information with a Simple Code
explorations/Gate-Sensitive-Information-with-Simple-Code.md -
community-portfolio-service
narratives/13-community-portfolio-service.md -
competitive-advantage
narratives/12-competitive-advantage.md -
disclaimer-confidential
narratives/01-disclaimer-confidential.md -
european-landscape
narratives/08-european-landscape.md -
firm-positioning
narratives/09-firm-positioning.md -
fund-terms
narratives/17-fund-terms.md -
identity-pillars
narratives/04-identity-pillars.md -
investment-team-LPAC
narratives/11-investment-team-LPAC.md -
market-momentum
narratives/07-market-momentum.md -
opportunity-intro
narratives/06-opportunity-intro.md -
portfolio-construction-product-offering
narratives/16-portfolio-construction-product-offering.md -
portfolio-snapshot
narratives/15-portfolio-snapshot.md -
problem-intro
narratives/05-problem-intro.md -
success-in-numbers
narratives/14-success-in-numbers.md -
track-record
narratives/10-track-record.md -
venture-team
narratives/03-venture-team.md -
vision-mission
narratives/02-vision-mission.md
cite-wide 11 docs
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cite-wide/workflow/2026-05-01
workflow/2026-05-01.md -
The Lossless Citation Open Specification
reminders/Lossless-Citation-Spec.md -
Citation Acquisition Pipeline — Agent Architecture, Phases, Output Contract
The HOW for filling the Lossless Citation schema. Decouples the capture moment (a URL pasted into a doc) from the canonicalization moment (the source promoted into the knowledge base). Specifies the agent that does the work: where it runs, what tools it has, what phases it executes, what it emits, how it fails gracefully, and how multiple clients (Obsidian plugin, CLI, Investment Memo Orchestrator) share the same agent.
blueprints/Citation-Acquisition-Pipeline.md -
Citation Field Acquisition Guide — Per-Field Reference for Filling the Lossless Schema
The operational reference for the citation acquisition agent. For each field in the Lossless Citation schema: where the value comes from, the cheap path the agent should try first, the expensive path it falls back to, the validation rule, the failure behavior, and the publisher_types that warrant filling it. Designed to be loaded as prompt context for the agent and as a checklist for human reviewers.
blueprints/Citation-Field-Acquisition-Guide.md -
Lossless Citation Standards — Schema, Audiences, Portability Thesis
The schema layer of the Lossless citation system: what fields exist, why each exists, which audiences and source types each serves, and how the schema is designed to outlive any one rendering target. This is the WHAT and WHY. For HOW the schema gets filled, see Citation-Acquisition-Pipeline.md and Citation-Field-Acquisition-Guide.md.
blueprints/Lossless-Citation-Standards.md -
cite-wide/blueprints/maximize-data-collection-on-cannonical-sources
blueprints/Maximize-Data-Collection-on-Cannonical-Sources.md -
cite-wide/blueprints/parse-common-citation-formats
blueprints/Parse-Common-Citation-Formats.md -
Obsidian Plugin Type Safety — Rules, Patterns, and Cite-Wide Conventions
reminders/Obsidian-Type-Safety.md -
This Is an Obsidian Plugin — Read the Obsidian API Docs
reminders/This-is-an-Obsidian-plugin-Read-Obsidian-API-Docs.md -
cite-wide/specs/modal-for-pasting-llm-native-content
specs/Modal-for-Pasting-LLM-Native-Content.md -
cite-wide/workflow/2026-05-01_refactor
workflow/2026-05-01_Refactor.md
content-farm 12 docs
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Stenographer: an Obsidian Plugin that Transcribes Audio Content
Drop a YouTube, SoundCloud, or other listenable link into Obsidian and Stenographer turns it into a fully-frontmattered note with a streaming, AI-generated transcript — sources become searchable knowledge in one move.
specs/Stenographer-an-Obsidian-Plugin-that-transcribes-Audio-Content.md -
Citation Resolution and the Canonical Source
Three problems that look separate — link-rot recovery, smart cite-wide save with lookup-before-create, and content preservation as a future RAG corpus — are actually three operations on one underlying entity. This doc names that entity, sketches the data model, and proposes a v1 scope.
explorations/Citation-Resolution-and-Canonical-Sources.md -
Using APIs to Ingest More Data
Beyond OpenGraph.io — what Jina.ai already gives us (we pay for it), what other fetching services do, and a rough sketch of how a portfolio-company site crawler would actually work.
explorations/Using-APIs-to-Ingest-More-Data.md -
Add a New API Provider to a Metadata-Fetching Plugin
Reusable prompt for wiring a new third-party metadata API (e.g. Microlink, Jina Reader, OpenGraph.io) into an Obsidian plugin like Metafetch as an additional fetcher, without breaking the existing flows.
prompts/Add-New-API-Provider-to-Plugin.md -
Create an Audio Transcriber, with extra layers of value
specs/Create-an-Audio-Transcriber-plus-Layered-Value.md -
Renaming a Repo and managing Downstream Effects
It's not as simple as renaming the github path.
chores/Rename-Repo-Downstream-Renaming.md -
Tidy Naming — Repo Mentions of 'Obsidian' and 'Plugin'
Obsidian's community-plugin guidelines forbid using 'Obsidian' or 'Plugin' in the brand name (repo, manifest, README, description). Several of our repos still do. A punch list of what to rename, where, and why we held off until now.
chores/Tidy-Naming-Repo-Mentions-of-Obsidian-and-Plugin.md -
Migrating When an API Provider Rebrands
A vendor rebrands mid-integration — different name, different domain, sometimes different auth surface. What do you fix today, what do you leave alone, and what's the safe order? A short runbook from the day Freepik turned into Magnific.
Migrating-when-an-API-Provider-Rebrands.md -
A Component Inserter
An Obsidian command that scaffolds the right block — HTML, codefence, callout, embed — at the cursor, with frontmatter-driven defaults. Makes Lossless Flavored Markdown extension blocks feel like first-class citizens of the editor instead of patterns you have to remember.
plans/A-Component-Inserter.md -
Create a Study of the Best Obsidian Plugins
Before we ship more plugins of our own, take a deliberate read of what's working in the Obsidian community. Catalog the plugins doing the most interesting work, what they get right, what we'd do differently, and which ideas are worth borrowing.
plans/Create-a-Study-of-the-Best-Obsidian-Plugins.md -
Github Splash Page for Content Farm
An in-repo Astro site that turns the content-farm pseudomonorepo into a public landing page — hero, plugin gallery, changelog and context-v rendering — deployed for free off GitHub Pages while we wait for a real marketing surface.
specs/Github-Splash-Page-for-Content-Farm.md -
Widening (and Re-Sizing) Obsidian Plugin Modals via CSS
issues/Widen-Modals-in-Obsidian-using-CSS.md
context-vigilance-kit 1 doc
dark-matter 4 docs
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dark-matter/blueprints/jumbotron-popdown-patterns
blueprints/Jumbotron-Popdown-Patterns.md -
dark-matter/blueprints/using-heartbeat-patterns-to-save-session-data
blueprints/Using-Heartbeat-Patterns-to-Save-Session-Data.md -
dark-matter/specs/master__dark-matter-site-specification
specs/Master__Dark-Matter-Site-Specification.md -
dark-matter/specs/team-page-living-spec
specs/Team-Page-Living-Spec.md
file-transporter 1 doc
filestarter 1 doc
fullstack-vc 4 docs
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Optimize for Localized OpenGraph Metadata and Banner Image with Overlay
We want WhatsApp / iMessage / Twitter shares of any project page to surface a banner image that's visibly *about that project* — title baked in, not just a generic site-wide image. Today we have project-specific title and description in the OG meta tags but a shared placeholder image. Documents the four paths to a fix and the trigger that should reopen this work.
issue-resolutions/Optimize-for-Local-OpenGraph-Metadata-and-Image-w-Overlay.md -
Page Spec — projects/index.astro & projects/[slug].astro
A specification for the FullStack VC Projects page (gallery + detail), the supporting content collection, the Hero and Project Gallery section components, and the Jumbo Popdown that surfaces projects from the site header.
sitemap/pages/Page__projects-index.astro.md -
fullstack-vc/issue-resolutions/troubleshooting-ssg-authentication-and-port-to-ssr-w-database
issue-resolutions/Troubleshooting-SSG-Authentication-and-Port-to-SSR-w-Database.md -
fullstack-vc/sitemap/sections/section__areas-of-venture
sitemap/sections/Section__Areas-of-Venture.md
grab-reference 1 doc
image-gin 6 docs
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Prompt — Add a New Model Provider to Image Gin
The agent-facing instruction for adding a new image-generation provider to Image Gin. Hands the work to a coding agent with the canonical blueprint to follow, the case-study prior art (Recraft, Ideogram, Magnific), and the exact files to touch — so the agent isn't reinventing the shape on every new vendor.
prompts/Add-New-Model-Provider.md -
Blueprint — Add a New Image-Generation Provider (case study: Ideogram)
blueprints/Add-New-Image-API-to-Providers.md -
image-gin/chore-to-update-all-dependencies
Chore-to-Update-All-Dependencies.md -
Plan — Bring Image Gin up to Obsidian Community-Plugin Publishing Standards
plans/2026-05-03_Assuring-Obsidian-Community-Plugin-Requirements.md -
image-gin/releases/011
releases/0.1.1.md -
This Is an Obsidian Plugin — Read the Obsidian API Docs
reminders/This-is-an-Obsidian-plugin-Read-Obsidian-API-Docs.md
investment-memo-orchestrator 22 docs
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Wire memopop-native to the FastAPI sidecar
End-to-end plan for closing the loop from Tauri click to live log stream — Rust dispatcher forwards JSON, browser EventSource handles SSE, sidecar spawns lazily.
plans/Wire-Memopop-Native-To-The-FastAPI-Sidecar.md -
Interactive Terminal Application — Easy Interface for Casual Users
A guided CLI application that walks users through memo generation, export, and iteration without requiring knowledge of individual commands, flags, or file paths.
specs/Interactive-Terminal-Application-Easy-Interface-for-Casual-Users.md -
Introducing Investigate Capital Syndicate with Detailed Artifacts
A research agent that investigates every investor, fund, family office, and financial institution on a company's cap table and in the current round — producing detailed profiles, pattern analysis, and signal extraction for investment decision-making.
specs/Introducing-Investigate-Capital-Syndicate-with-Detailed-Artifacts.md -
Introducing a One-Pager Cover Sheet and Export
A post-pipeline agent and CLI tool that distills the full investment memo into a single-page visual summary, usable as both a standalone deliverable and a cover sheet prepended to the full memo export.
specs/Introducing-a-One-Pager-Cover-Sheet-and-Export.md -
Introducing a Content Density Mode System
A system-level content mode toggle (redundant vs concise) that alters the behavior of the writer, table generator, and quality agents to match different firm preferences for information density and repetition.
Introducing-a-Content-Density-Mode-System.md -
Introducing a Legal Doc Comparator
An agent that compares deal-specific legal documents (SAFEs, convertible notes, term sheets, incorporation docs) against firm-maintained standard templates, surfacing deviations and flagging common legal risks using a shared reference document.
Introducing-a-Legal-Doc-Comparator.md -
Introducing an Augment Research Writer Agent
A two-phase post-hoc enrichment system that first enhances research files with authoritative third-party citations via Perplexity Sonar Pro, then runs an augmentation writer that weaves those new citations into existing section prose without rewriting content.
Introducing-an-Augment-Research-Writer-Agent.md -
Introducing an Enrich Visualizations Agent
An enrichment agent that discovers and embeds publicly accessible charts, graphs, diagrams, and infographics from web sources to visually reinforce key claims in investment memos — the automated equivalent of grabbing charts from Google Image search.
Introducing-an-Enrich-with-Visualizations-Search-Agent.md -
Introducing a Competitive Landscape Research and Evaluation System
Two coordinated agents—a Competitive Landscape Researcher and a Competitive Landscape Evaluator—that produce accurate, validated competitor analysis by combining multi-query web research with structured relevance screening.
specs/Introducing-a-Competitive-Landscape-Research-and-Evaluation-System.md -
Introducing a Table Generator Agent
A post-writer enrichment agent that identifies tabular data opportunities in memo sections and generates markdown tables with overflow anchor linking, configurable column schemas, and firm-specific customization.
specs/Introducing-a-Table-Generator-Agent.md -
Introducing a Diagram Generator Agent
Add a diagram_generator.py agent that identifies opportunities to create visual diagrams explaining complex business concepts, starting with TAM/SAM/SOM market sizing and expanding to common finance and consulting visuals.
specs/Introducing-a-Diagram-Generator-Agent.md -
Deck Analyzer Agent
A specialized agent for extracting structured data and visual screenshots from pitch decks (PDF and PowerPoint) to bootstrap investment memo generation.
specs/Deck-Analyzer-Agent.md -
Git Submodules for Private Data and Exports
Configure git submodules to enable private GitHub repositories for sensitive company data inputs and branded memo exports, while keeping the main orchestrator repo public/shareable.
blueprints/Git-Submodules-for-Private-Data-and-Exports.md -
Model Scorecard Agent and Template System
Add proprietary investment scoring frameworks to memo generation, enabling VC firms to systematically evaluate and communicate their differentiated investment thesis.
blueprints/Model-Scorecard-Agent-and-Template-System.md -
Dataroom Analyzer Agent System Plan
A comprehensive plan for implementing a multi-agent dataroom analysis system that intelligently recognizes, categorizes, and extracts information from diverse document types in investment datarooms.
specs/Dataroom-Analyzer-Agent.md -
Format Memo According to Outline Input
Refactor the investment memo system to use YAML-based content outlines that agents can reference for structure, guiding questions, and vocabulary.
reminders/Format-Memo-According-to-Template-Input.md -
Improve Investment Memo Output
Improve the quality and depth of investment memos generated by the Investment Memo Orchestrator.
issue-resolution/Improving-Memo-Output.md -
Generate Investment Memo for Portfolio Company
Create investment opportunity briefs that match Hypernova's analytical voice, format, and depth using AI-assisted generation with structured inputs and validation.
reminders/Generate-Investment-Memo-for-Portfolio-Company.md -
investment-memo-orchestrator/blueprints/ideal-information-hierarchy-applied-to-markdown-headings
blueprints/Ideal-Information-Hierarchy-Applied-to-Markdown-Headings.md -
investment-memo-orchestrator/getting-started-with-tauri
Getting-Started-with-Tauri.md -
investment-memo-orchestrator/prompts/reorder-and-edit-direct-outline
prompts/Reorder-and-Edit-Direct-Outline.md -
investment-memo-orchestrator/reminders/the-voice-and-purpose-of-changelogs
reminders/The-Voice-and-Purpose-of-Changelogs.md
lfm 2 docs
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Workspace vs JSR for LFM Consumers
Why most consumer sites should pin @lossless-group/lfm to JSR while exactly one acts as the local workspace sandbox — and the boring deploy-host failure mode that forces the discipline.
Workspace-vs-JSR-for-LFM-Consumers.md -
Render AST in Debug
Exploration of AST structure at each stage of markdown processing to understand how to handle callouts
Render-AST-in-Debug.md
lmstud-yo 1 doc
lossless-monorepo 13 docs
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Explore: GitHub API for Live KPIs — Credibility Without Stars
We average 60+ commits/day per person across ~9 repos, ship 4,400+ content files mapping 1,600+ tools, and document our methodology in 397 context-v files. We do not have 50K stars. This exploration maps what we can pull from GitHub (and the local content vault) to tell a credibility-by-shipping story instead of a popularity story.
explorations/Explore-GitHub-API-for-Live-KPIs.md -
Explore: Using PRs More — Why a Solo Dev Should Bother
We're mostly solo on any given thread, so PRs feel like ceremony for an audience of one. But PRs aren't really about review — they're about turning tiny working commits into a clean shipped unit, providing a stable URL for changelogs, gating on CI, and giving AI co-developers an audit trail. This explores what a minimum viable PR practice looks like when there's only one person on one thing at a time.
explorations/Using-PRs-More.md -
Maintain a Github Splash Page for each Repo
Every Lossless Group repo ships a small Astro site under splash/ that turns the repo into a free GitHub Pages landing page — hero, curated gallery, changelog and context-v rendering — without committing to a real marketing surface too early.
habits/Maintain-a-Github-Splash-Page-for-each-Repo.md -
Maintain a Current README and other Docs
habits/Maintain-a-Current-README-and-other-Docs.md -
Unlock GitHub API for Content Augmentation
plans/Unlock-GitHub-API-for-Content-Augmentation.md -
Maintain an Astro Knots site for Major Projects
habits/Maintain-an-Astro-Knots-site-for-Major-Projects.md -
lossless-monorepo/habits/maintain-projects-collections-on-lossless-site
habits/Maintain-Projects-Collections-on-Lossless-Site.md -
lossless-monorepo/plans/put-lossless-flavored-markdown-on-the-lossless-group
plans/Put-Lossless-Flavored-Markdown-on-The-Lossless-Group.md -
lossless-monorepo/plans/refactor-memopop-site-to-splash
plans/Refactor-MemoPop-Site-to-Splash.md -
lossless-monorepo/plans/tidy-root-with-pseudo-monorepos
plans/Tidy-Root-with-Pseudo-Monorepos.md -
lossless-monorepo/prompts/implement-deeper-analytics-tracking
prompts/Implement-Deeper-Analytics-Tracking.md -
lossless-monorepo/prompts/setup-analytics-across-sites
prompts/Setup-Analytics-Across-Sites.md -
Pseudomonorepo Settings — Fence Each Project from Parent pnpm Workspaces
reminders/Pseudomonorepo-Settings.md
lost-in-public 189 docs
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Enhance Visualizations with Use of Formats
explorations/Enhance-Visualizations-with-Use-of-Formats.md -
lost-in-public/explorations/self-hosting-multi-site-analytics-platforms
explorations/Self-Hosting Multi-Site Analytics Platforms.md -
Update an Older Codebase one Dependency at a time.
refactors/Upgrade-an-Older-Codebase-Dependencies.md -
Aggregating GitHub Statistics
Creating aggregate stats on GitHub commits using the gh CLI and GitHub APIs.
issue-resolution/Aggregating-GitHub-Stats.md -
Refactor Changelog Content By Project
refactors/Refactor-Changelog-Content-By-Project.md -
Maintain an Elegant Markdown and Extended Markdown Render Pipeline
blueprints/Maintain-Lossless-Markdown-and-Extended-Markdown-Render-Pipeline.md -
Integrate a Sources content collection.
Enhance our content through a new collection of sources, including books, people, events, lectures, media, meetings, reports, source extracts, ugc communities, and more.
prompts/render-logic/Introduce-Sources-as-Accessible-Content.md -
Be Creative with this Marketing Copy
Here's some messaging we want some creative thinking around. Expand on the messages and create a UI with good information design.
prompts/workflow/Be-Creative-with-this-Marketing-Copy.md -
Render AST in Debug
Exploration of AST structure at each stage of markdown processing to understand how to handle callouts
explorations/Render-AST-in-Debug.md -
Generate Investment Memo for Portfolio Company
Create investment opportunity briefs that match Hypernova's analytical voice, format, and depth using AI-assisted generation with structured inputs and validation.
prompts/workflow/Generate-Investment-Memo-for-Portfolio-Company.md -
Multi-Agent Orchestration for Investment Memo Generation
An exploration into using AI supervisors and specialized agents to generate high-quality content and documents.
explorations/Multi-Agent-Orchestration-for-Investment-Memo-Generation.md -
Broken YAML Key Replacement Workflow
Documenting a critical workflow bug and its resolution for YAML key replacement in Markdown frontmatter.
issue-resolution/Broken-YAML-Key-Replacement-Workflow.md -
Computing Entry Object Values in Astro
A practical guide to ensuring content collections in Astro have complete and valid entry objects for reliable builds.
issue-resolution/Computing entry object values in Astro.md -
Conditional Console Logging as a Standard Practice
Establishing a DRY, configurable approach to console logging for transparent debugging and maintainability.
issue-resolution/Conditional Console Logging.md -
Rendering AST Through a Thoughtful Transformation Pipeline
Achieving robust component-based markdown rendering by optimizing the AST transformation pipeline, fixing blockquote/callout handling, and leveraging the unified ecosystem for efficiency.
issue-resolution/Rendering-AST.md -
Rolling back in time with BTRFS
issue-resolution/Rolling-back-in-time-with-BTRFS.md -
Fixing Markdown Frontmatter Default Values
Resolving issues with missing frontmatter fields not being populated with template defaults
issue-resolution/Fixing-Markdown-Frontmatter-Default-Values.md -
Fixing MOC Content Filtering Across Multiple Collections
Resolving client reader sidebar issues when Map of Content files reference articles from different content collections with mismatched paths and titles
issue-resolution/MOC-Multi-Collection-Filtering-Fix.md -
Maintain Figma Object Embeds Using Embed Kit
blueprints/Maintain-Figma-Object-Embeds-using-Embed-Kit.md -
Multi-Site Astro Starter Kit Architecture
Exploration of building a comprehensive Astro starter kit optimized for rapid deployment of multiple marketing sites with environment-driven customization
explorations/Multi-Site-Astro-Starter-Kit-Architecture.md -
Maintain an Elegant Open Graph System
A scalable, consistent architecture for Open Graph/Twitter share metadata across multi-site Astro projects.
blueprints/Maintain-an-Elegant-Open-Graph-System.md -
Optimizing Share Functionality Across Content
Search and share are the only scalable organic growth engines. Optimizing some aspects are easy.
issue-resolution/Optimizing-Share-Functionality-Across-Content.md -
Repurpose Functionality from React to Astro
When you've built functionality several times it can feel like a slog to rewrite. Let AI Code Generators do it Step by Step.
prompts/workflow/Repurpose-Functionality-from-React-to-Astro.md -
Conditional Component Rendering in Layout Pipelines
Implement flexible layout component rendering with optional parameter controls for InfoSidebar and TableOfContents suppression
blueprints/Maintain-Conditional-Components-on-Render.md.md -
Maintain a Map of Content Paradigm
Implement MOC directive-driven content capacity management for centralized, markdown-native content curation
blueprints/Maintain-a-Map-of-Content-Paradigm.md -
YAML Frontmatter Corruption Correction
Automated tool for identifying and repairing corrupted YAML frontmatter across the content library
prompts/data-integrity/Isolate-Content-Wide-YAML-Corruptions.md -
Jumbotron Popdown Patterns
Design and implementation patterns for consistent jumbotron popdown menus in the Lossless UI.
blueprints/Jumbotron-Popdown-Patterns.md -
Foundational Workflow In The Terminal And Command Line
explorations/Foundational Workflow in the Terminal and Command Line.md -
Accessing Figma through a Windsurf MCP Server
Interact with Figma Designs while building an application, straight from the IDE
explorations/Accessing Figma through a Windsurf MCP Server.md -
Automating Content Generation With Local LLMs
explorations/Automating Content Generation with Local LLMs.md -
Creating a Custom GPT with OpenAI
explorations/Creating a Custom GPT with OpenAI.md -
Exploring Model Context Protocol SDK
Tinker with the Model Context Protocol SDK created by Anthropic
explorations/Exploring Model Context Protocol SDK.md -
Finding an Email Newsletter API that Supports Multiple Domains
Most email newsletter services boast the deliverability and the large number of emails. But what if you just need to send a limited number of emails but support multiple domains?
explorations/Finding an Email Newsletter API that supports Multiple Domains.md -
Using MCP Servers to Speed-up Astro Development
What kind of MCP Servers actually speed up Astro Development?
explorations/Using-MCP-Servers-to-Speed-up-Astro-Development.md -
Creating A Flavored Syntax Parsed To UI
explorations/Creating a flavored syntax parsed to UI.md -
Improvise a few Creative Component Variants
Generate a few variants of a web component with similar functionality and consistent with the overall design, style, theme, and mode using CSS variables.
blueprints/Improvise-a-few-Creative-Component-Variants.md -
Maintain Directives In Extended Markdown Render Pipeline
Directives bring MDX like component rendering using special extended markdown syntax.
blueprints/Maintain-Directives-in-Extended-Markdown-Render-Pipeline.md -
Maintain Embeddable Slides
blueprints/Maintain-Embeddable-Slides.md -
Using Obsidian To Manage Markdown Based Content Collections For Static Site Generation Frameworks
explorations/Using Obsidian to manage Markdown-based Content Collections for Static-Site Generation Frameworks.md -
Using Test Coverage to Constrain AI Code Assistants
explorations/Using-Test-Coverage-to-Constrain-AI.md -
Create Storytelling Patterns through sequences of Markdown Files
Using an ordered list of markdown files, create a UI that tells a story of moving from one file to the next through the series.
prompts/user-interface/Create-Storytelling-Patterns-through-sequences-of-Markdown-Files.md -
Reminder of Specification Template and Guidelines for AI Code Assistants
Guidlines and templates only work if you use them.
reminders/Remind-a-Model-of-Specification-Guidelines.md -
Refactor Reference Lists into Reference Grid
Refactor reference lists into a grid-based component
refactors/Refactor-Reference-Lists-into-Reference-Grid.md -
Nested Scroll and Keyboard Behavior Conflicts in Interactive UI Components
Resolving conflicts between parent and child component event handling when nested interactive elements compete for mouse and keyboard control
issue-resolution/Nested-Scroll-and-Keyboard-Behavior-Conflicts.md -
Creating an Astro Collection from Multiple Directory Paths
Solving the challenge of combining multiple portfolio directories into a single unified collection
issue-resolution/Multi-Path-Portfolio-Collection-Setup.md -
Remark Plugin Implementation Plan for Astro Content
Create a custom remark plugin to enhance markdown processing in Astro with extended syntax features
prompts/render-logic/Remark-Plugin-Implementation.md -
Getting Through CORS
A practical guide to improving cross-origin data rendering and troubleshooting CORS issues in modern web development.
issue-resolution/Getting through CORS.md -
Handling Unexpected API Responses
Robust strategies for normalizing and integrating unpredictable API data into observer pipelines and frontmatter logic.
issue-resolution/Handling Unexpected API Responses.md -
Move functionality and style of Concepts and Vocabulary into specific components
We should use astro components as best we can, and try to keep styles managably within their own components
prompts/code-style/Move-Functionality-and-Style-to-Specific-Components.md -
Fetch Open Graph Data from API
Create a Node.js script to process Markdown files and fetch OpenGraph metadata and screenshots from external APIs
prompts/data-integrity/Fetch-Open-Graph-Data-from-API.md -
Fetch Open Graph Data from API
Create a Node.js script to process Markdown files and fetch OpenGraph metadata and screenshots from external APIs
prompts/data-integrity/Implement-Open-Graph-Data-from-API-Obsidian-Plugin.md -
Add a Site Preview to ToolKit Tool Card
Make your site more useful by adding a site preview using HTML iFrames and OpenGraph.io
prompts/user-interface/Add-a-Site-Preview-to-ToolKit-Tool-Card.md -
Ask a Model API to Perform a Task via API
Guidelines for making API calls to LLM services like Claude, GPT-4, and Groq
prompts/workflow/Ask-a-Model-API-to-perform-a-task-via-API.md -
Ask Generative AI Model to Generate a Style
Generate a custom style object for image requests using a Generative AI model. This prompt is for scripting and API integration workflows.
prompts/workflow/Ask-Generative-AI-model-to-generate-a-Style.md -
Introduce a New Feature to the Observer System
Enhance the observer system by introducing new functionality.
prompts/workflow/Introduce-a-New-Feature-to-Observer-System.md -
Ask a Model API to Perform a Task via API
Guidelines for making API calls to LLM services like Claude, GPT-4, and Groq
prompts/workflow/Write-an-AI-Model-request-Script.md -
Refactor a really long Obsidian Modal file.
Creating modular maintainable code for Obsidian Plugin Modals
refactors/Refactor-Obsidian-Modals.md -
Frontmatter consistency through filesystem observer
Leverage the file system libraries to observe directories for new files, insert frontmatter templates.
prompts/data-integrity/Use-Filesystem-Observer-to-Assert-Frontmatter.md -
Create a Basic Changelog
Guidelines for creating and maintaining a structured changelog
prompts/workflow/Create-a-Basic-Changelog.md -
How to manage gnarly routing with Static Site Generators
Guidlines for how to manage dynamic and static routing with Static Site Generators
reminders/Gnarly-Routing-with-Static-Site-Generators.md -
Maintain an Environment-based Build System
Build across environments, including different deployments, using environment variables and configuration files.
reminders/Maintain-an-Environment-based-Build-System.md -
Repurpose Functionality Found Elsewhere into an Obsidian Plugin
When you've built functionality several times it can feel like a slog to rewrite. Let AI Code Generators do it Step by Step.
prompts/workflow/Repurpose-Functionality-Found-Elsewhere-into-Obsidian-Plugin.md -
Technical Specification - Custom Code Block Rendering in Astro
Enhance markdown rendering with specialized components for custom code languages, ensuring graceful fallbacks and maintainable styling
prompts/render-logic/Handle-Custom-Codeblocks-in-Astro.md -
Implement a Comprehensive Code Block Rendering System in Astro
Brief description of the prompt functionality and purpose
prompts/render-logic/Handle-Custom-Codeblocks-in-Astro-Comprehensive.md -
Create a Canvas UI of our Content and Data Models
Visualize content and data models using JSON Canvas
prompts/user-interface/Create-a-Canvas-UI-of-our-Content-and-Data-Models.md -
Create a Changelog UI
Design and implement a modern, user-friendly changelog interface that handles both code and content changes
prompts/user-interface/Create-a-Changelog-UI.md -
Reintroduce something that worked.
Speed up time to solution by asking an AI Code Assistant to draw from old code.
prompts/workflow/Reintroduce-something-that-Worked.md -
Fire up the Observer
Ready to automate? Learn how to launch the Observer system for seamless citation and frontmatter processing across your content library.
reminders/Fire-up-the-Observer.md -
Integrate citations format and unique Hex into filesystem observer
Leverage Node.js filesystem APIs to monitor content directories, automatically transform citations into unique Hex values and create or update Footnotes section.
prompts/data-integrity/Integrate-Citations-Format-Hex-into-Observer.md -
Fix: Author Metadata Not Rendering on Custom Collection Pages
Resolve incomplete data propagation in a dynamic routing component.
issue-resolution/Fetch-Metadata-while-Rendering.md -
Refactor Plan: Consolidate Callout Processing to Pipeline Architecture
refactors/Extended-Markdown-Rendering-Consolidation.md -
Implement Client-Specific Content Routing in Astro
Create dynamic routes for client-specific content while maintaining existing general content structure
reminders/Maintain-Conditional-Client-Specific-Content-Paths.md -
Implement a specific task described in this Prompt as part of larger specification
Specifications are too large to use as prompts. Prompts are missing the larger context. Resolve the two by using both a Prompt and a Specification.
prompts/workflow/Implement-a-Specific-Task-as-Part-of-Larger-Specification.md -
Maintain Consistent Debugging Conventions
Debugging is a critical part of our development process. We should maintain consistent debugging conventions across all our code.
reminders/Maintain-Consistent-Debugging-Conventions.md -
Create a New Layout for an Existing Content Collection
Use existing logic and content, already working, to create and implement a new layout design.
prompts/user-interface/Create-a-New-Layout-for-Existing-Content-Collection.md -
Integrate a new content collection to our content rendering system.
Enhance our content base with a new collection of content.
prompts/render-logic/Integrate-Collection-into-Site.md -
Ways We Avoid Hard Validation
Prevent build failures and gracefully handle frontmatter inconsistencies.
reminders/Ways-We-Avoid-Hard-Validation.md -
Cursor and Claude 3.7 go Overkill with Regex & Validation
Diagnosing the pitfalls of excessive regex and validation logic in collaborative AI-powered workflows.
issue-resolution/Cursor and Claude 3.7 went overboard on Regex & Validation.md -
Fire up the Observer
Ready to automate? Learn how to launch the Observer system for seamless citation and frontmatter processing across your content library.
prompts/render-logic/Integrate-Collection-into-Observer-System.md -
Grid Layout Centering with Responsive Breakpoints
Solving complex CSS grid layout issues with simplified media queries
issue-resolution/Grid-Layout-Centering-with-Responsive-Breakpoints.md -
Ask Local LLM to be a Copywriter and generate content and metadata.
Use a local LLM to generate content and metadata for Markdown files in a content directory. This prompt is for scripting and content automation workflows.
prompts/workflow/Ask-Local-LLM-to-Be-a-Copywriter.md -
Persistent File Processing State in Observer
Assure the FileSystemObserver has a persistent file processing state, and also resets the state upon initialization and shutdown.
issue-resolution/Persistent-File-Processing-State-in-Observer.md -
Enhanced Filesystem Observer with Prompts and Specifications Support
Extend the filesystem observer to monitor prompts and specifications directories, validating frontmatter against templates and preparing for publication
prompts/data-integrity/Enhanced-Filesystem-Observer-with-Prompts-Support.md -
Comprehensive AST Transformation Pipeline
A robust approach to AST transformations inspired by astro-big-doc and content-structure patterns
prompts/render-logic/Render-Markdown-Deliberately-from-Inspiration.md -
Rendering Extended Markdown through AST
An alternative approach to rendering callouts and citations by working directly with the AST nodes
prompts/render-logic/Rendering-Extended-Markdown-through-AST.md -
Consolidate Multiple Documentation Sources into One Source
Consolidate multiple documentation sources into a single, cohesive source.
prompts/workflow/Consolidate-Multiple-Documentation-Sources-into-One-Source.md -
The Simplified Observer Logic
Clarify and streamline the Observer’s orchestration logic—ensuring every subsystem, expectation, and write operation is perfectly sequenced.
reminders/The-Simplified-Observer-Logic.md -
Use Safe Syntax in Mermaid Charts
Assure your Mermaid Charts render by avoiding unsafe characters and syntax while writing technical documentation
reminders/Use-Safe-Syntax-in-Mermaid-Charts.md -
An Exhaustive list of content YAML patterns.
Never repeat yourself—reference this comprehensive guide to all frontmatter YAML patterns for bulletproof data integrity and automation.
reminders/YAML-Patterns--Exhaustive-Cases.md -
Dynamic Image Masking Control in FeatureSideImage Component
Implementing flexible image masking with configurable dimensions via JSON data
issue-resolution/Dynamic-Image-Masking-Control.md -
Implement a Comprehensive Mermaid Chart Rendering System in Astro
Brief description of the prompt functionality and purpose
prompts/render-logic/Handle-Mermaid-Codeblocks-in-Astro.md -
Extending Astro Markdown with Remark and Rehype Plugins
How to enhance Astro's Markdown pipeline by integrating custom Remark and Rehype plugins for advanced content processing.
issue-resolution/Extend-with-Remark-and-Rehype-Plugins.md -
Getting Astro Collections to Work on Messy Frontmatter
How to configure Astro content collections to handle Markdown files with inconsistent or incomplete frontmatter, using .passthrough and transform for robust schema handling.
issue-resolution/Getting Astro Collections to work on Messy Frontmatter.md -
How Micromark Handles Markdown and the AST
A deep dive into how Micromark tokenizes Markdown and how the AST is built by higher-level utilities in the remark/unified ecosystem.
issue-resolution/How-Micromark-Handles-Markdown-AST.md -
How remark-gfm Renders Tables
A technical deep dive into how the remark-gfm plugin parses, transforms, and renders Markdown tables in the unified ecosystem.
issue-resolution/How-Remark-GFM-renders-Tables.md -
Managing Complex Integrations Through Git
Solutions and essential commands for managing complex Git integrations, especially in monorepos with submodules and loosely-coupled architectures.
issue-resolution/Managing complex integrations through Git.md -
Obsidian Stuck in Regex Memory Hang
Diagnosing and resolving a persistent regex-induced freeze in Obsidian, including hidden file investigation and advanced directory tree commands.
issue-resolution/Obsidian stuck in Regex memory hang.md -
Preventing Infinite Loops in Observers
Strategies and atomic patterns for preventing infinite loops and redundant writes in observers, with robust frontmatter repair and idempotency.
issue-resolution/Preventing Infinite Loops in Observers.md -
Preventing Infinite Loops in RemindersWatcher
Comprehensive breadcrumb and technical guide for debugging and resolving infinite loop issues in the RemindersWatcher observer system, with inspector-only enforcement and atomic property aggregation.
issue-resolution/Preventing-Infinite-Loops-in-RemindersWatcher.md -
ReferenceGrid Layout Issue Resolution (CSS vs Tailwind)
Troubleshooting and resolving the ReferenceGrid component's layout issue—switching from custom CSS/media queries to Tailwind utilities for robust responsive grids.
issue-resolution/ReferenceGrid-Layout-Issue.md -
Running the Latest and Greatest LLM Locally
Step-by-step guide for installing and configuring local LLMs—including Ollama, LiteLLM, Fabric, and Perplexica—for modern AI workflows and toolchains.
issue-resolution/Running the latest and greatest LLM locally.md -
Setting up Rehype to Better Parse Markdown
Implementing a custom unified pipeline with remark and rehype for Astro Flavored Markdown, solving file reference and plugin integration issues.
issue-resolution/Setting-up-Rehype-to-Better-Parse-Markdown.md -
Showing Hidden Directories in Tree Output
How to configure the `tree` command to display hidden directories and files when visualizing project folder structures.
issue-resolution/Showing Hidden Directories in Tree Output.md -
Tame Generative AI with Rule Sets
Canonical rules and technical conventions for controlling, documenting, and collaborating with code-generating LLMs in complex TypeScript/Astro projects.
issue-resolution/Tame Generative AI with rule sets.md -
Troubleshooting Rendering Citations
Resolving issues with citation rendering in Markdown pipelines—strategies for AST transformation, plugin fallback, and robust user experience in Astro/Remark environments.
issue-resolution/Troubleshooting-Rendering-Citations.md -
Write Git Commit Messages with Your Favorite Editor
How to configure Git to use your preferred editor (like Neovim) for writing multi-line commit messages, plus tips for advanced commit workflows.
issue-resolution/Write git commit messages with your favorite editor..md -
YAML Consistency for Content Collections & Script Actions
Ensuring reliable YAML frontmatter for Astro content collections and script automation—approaches, pitfalls, and tooling support.
issue-resolution/YAML Consistency for Content Collections & Script Actions.md -
Suggest a Non-Destructive Refactor
Provide recommendations for improving code organization and structure while preserving functionality and maintaining existing patterns
prompts/code-style/Merge-Functionality-into-One-File.md -
Suggest a Non-Destructive Refactor
Provide recommendations for improving code organization and structure while preserving functionality and maintaining existing patterns
prompts/code-style/Suggest-a-Non-Destructive-Refactor.md -
Integrate new content thread by creating a template
Use Astro Collections, audit frontmatter, and create template that can be used in Scripts, Observers, and Watchers
prompts/data-integrity/Integrate-New-Content-Thread-by-Creating-Template.md -
Fixing 404 Errors in Dynamic Routes with Proper Slug Generation
Resolving path mismatches between URL construction and getStaticPaths in Astro dynamic routes
issue-resolution/Dynamic-Route-Slug-Generation-404-Fix.md -
Write a Comprehensive Git Squash-Merge
A step-by-step, human-readable workflow for safely squash-merging development into master in a multi-contributor project.
prompts/workflow/Write-a-Comprehensive-Squash-Merge.md -
Change Role and Implement Prompt
Seamlessly switch roles from product manager to developer and implement prompts with context awareness and precision.
reminders/Change-Role-to-Developer-and-Implement-Prompt.md -
Comprehensive Rules to tame Code Generator LLMs
Unlock the secrets to taming LLM code generators with a masterclass in rules, conventions, and practical strategies for bulletproof automation.
reminders/Comprehensive-Rules-for-Code-Generation.md -
Create a permanent memory for project YAML conventions
Eliminate frustration by observing guidelines, working within hard rules and constraints, and learning to detect YAML irregularties that could cause bugs and failures.
reminders/Create-Permanent-Project-Memory-for-YAML-Handling.md -
Extending Markdown with Obsidian FlavoredSyntax
Discover how to supercharge your Markdown with Obsidian's advanced syntax, templates, and automation tricks for next-level note-taking and productivity.
reminders/Extended-Obsidian-Extended-Markdown.md -
Maintain a word-for-word dialog of our session
Capture every word of your human-AI dialog for perfect transparency, reproducibility, and context-aware automation.
reminders/Maintain-a-Session-Log.md -
Maintain Consistent Reporting
Master the art of consistent, auditable reporting for every automation, script, and observer in your content pipeline.
reminders/Maintain-Consistent-Reporting.md -
Maintain Consistent Reporting Templates
Build trust and clarity with consistent, reusable reporting templates that make every audit, fix, and automation step transparent and repeatable.
reminders/Maintain-Consistent-Reporting-Templates.md -
Maintain Robust Commenting in our Flavor
Unlock the power of readable, maintainable code with our signature commenting style—section openers, function docs, and clarity-first annotation for every project.
reminders/Maintain-Robust-Commenting-in-our-Flavor.md -
Maintain a Scripting Pipeline
Design modular pipelines to detect, clean, and report on markdown files—ensuring every content workflow is robust, maintainable, and auditable.
reminders/Maintain-Scripting-Pipeline.md -
Map of Dependencies
Eliminate frustration by observing guidelines, working within hard rules and constraints, and learning to detect YAML irregularities that could cause bugs and failures.
reminders/Map-of-Dependencies.md -
Map of Relevant Paths
Review this file to ensure code generation is using the correct paths and directory structure in this complex monorepo.
reminders/Map-of-Relevant-Paths.md -
Meticulous Constraints for Every Prompt
Master prompt engineering with essential, actionable constraints—ensuring every code generation task is robust, DRY, and error-resilient.
reminders/Meticulous-Constraints-for-Every-Prompt.md -
Read the relevant documentation before guessing.
Illuminate your coding journey by diving into relevant documentation, and transform assumptions into accurate, well-informed decisions.
reminders/Read-Relevant-Documentation-before-major-edits.md -
Remind a model to read documentation sources of included libraries
Give your AI Code Assistant the Aha! moment it needs to get through your blockers by learning directly from documentation sources.
reminders/Remind-a-Model-to-Read-Documentation-Sources.md -
Respect the framework nuances, read the docs
Brief description of the reminder functionality and purpose
reminders/Astro-Specifc-Nuances.md -
Discuss Spec init starter before Developing Spec
Brief description of the reminder functionality and purpose
reminders/Discuss-Spec-Init-before-Developing-Spec.md -
Create a permanent memory for project YAML conventions
Eliminate frustration by observing guidelines, working within hard rules and constraints, and learning to detect YAML irregularties that could cause bugs and failures
prompts/workflow/Help-Write-a-YAML-property-for-a-Directory-of-Files.md -
Manageable User Options
Configure and manage user options for build scripts and content processing
prompts/code-style/Maintain-Manageable-User-Options.md -
Move styles from Tailwind to CSS using our styles
We use Tailwind for speed and compact readability, but as we move to Astro, we should use CSS and try to maintain our CSS architecture
prompts/code-style/Move-Styles-from-Tailwind-to-CSS-using-our-Styles.md -
Streamline Interaction Design in CSS States
Create consistent, maintainable, and extensible patterns for CSS animations and transitions across components
prompts/code-style/Streamline-Interaction-Design-in-CSS-states.md -
Citation Processing for FileSystem Observer
In the tangled web of academic references, a robust citation processing system transforms chaotic footnotes into a harmonized knowledge registry, ensuring every intellectual debt is properly acknowledged and seamlessly tracked.
prompts/data-integrity/Another-attempt-at-Citation-Processing.md -
Known YAML Errors and Fixes Registry
Automated detection and correction system for common YAML frontmatter errors in Markdown content
prompts/data-integrity/Get-Known-Errors-and-Fixes.md -
Pull YAML properties from a diverged content collection, and merge them.
When content libraries diverge, and both libraries have important data and content, write a script that merges the matching files based on most recent or robust frontmatter and content.
prompts/data-integrity/Merge-Matching-Files-to-Add-YAML.md -
Frontmatter consistency through filesystem observer
Leverage Node.js filesystem APIs to monitor content directories, automatically validate and update frontmatter based on templates
prompts/data-integrity/Use-Filesystem-Observer-to-Assert-Frontmatter-Updated.md -
Writing Correction Functions
Create functions to fix known YAML errors in content files
prompts/data-integrity/Writing-Correction-Functions.md -
Our Extended Markdown Requirements as a Micromark Extension
Implement our proprietary extended markdown flavor as a micromark extension—bypassing remark, rehype, and all unified abstractions.
prompts/render-logic/Our-Extended-Markdown-Requirements-as-a-Micromark-Extension.md -
Dynamic Information Page Rendering in Astro
Empower developers to focus on layout and let MDX do the content and interaction
prompts/render-logic/Support-Dynamic-Information-Pages.md -
Create a Dynamic Footer
Design and implement a modern, user-friendly dynamic footer interface that handles both code and content changes
prompts/user-interface/Create-a-Dynamic-Footer.md -
Use Magazine Style Layout for new Specs Collection
Use a magazine-style layout for the new Specs Collection, reusing as many components and render pipeline as possible.
prompts/user-interface/Use-Magazine-Style-Layout-for-new-Specs-Collection.md -
Create a Simple Message Grid
Build a maintainable component pipeline for rendering simple messages dynamically generated from JSON data.
prompts/user-interface/Create-a-Simple-Message-Grid.md -
Create a Simple Question Answers Section
Build a maintainable component pipeline for rendering simple questions and answers dynamically generated from JSON data.
prompts/user-interface/Create-a-Simple-Question-Answers-Section.md -
Report on YAML Idiosyncracies
Write or run a script that iterates through content libraries and reports on YAML idiosyncracies.
prompts/workflow/Report-on-YAML-Idiosyncracies.md -
Frontmatter Date Formatting Fix
Resolving timestamp and quoted date issues in frontmatter
issue-resolution/Frontmatter--Date-formatting-fix.md -
Comprehensive Rules to tame Code Generator LLMs
A comprehensive, click-worthy guide to every YAML property and value syntax nuance you need to master for robust automation and content integrity.
reminders/Exhuastive-List-of-YAML-Properties-and-Value-Syntax.md -
Full-Width Separator Issue Resolution
Solving the challenge of creating truly full-viewport-width separators in a constrained layout
issue-resolution/Full-Width-Separator-Issue-Resolution.md -
Configure Yamllint based on our patterns.
Use a smart library, Yamllint, to audit and fix our YAML frontmatter based on our specified patterns.
prompts/data-integrity/Configure-Yamllint-based-on-our-patterns.md -
Create a Content Registry Script
Build a registry system for tracking and managing Markdown files
prompts/data-integrity/Create-a-Content-Registry-Script.md -
Create or Update Open Graph Data
Build a script to fetch and update Open Graph metadata for content files using a simple build orchestrator
prompts/data-integrity/Create-or-Update-Open-Graph-Data.md -
Fix one YAML Issue at a Time
Create a focused script to identify and fix individual YAML issues in frontmatter without causing cascading problems
prompts/data-integrity/Fix-one-YAML-Issue-at-a-Time.md -
Fix one YAML Issue at a Time
Systematic approach to cleaning URL properties in YAML frontmatter
prompts/data-integrity/Fix-one-YAML-Issue-at-a-Time--alt.md -
Integrate OpenGraph fetch into filesystem observer
Leverage Node.js filesystem APIs to monitor content directories, automatically fetch OpenGraph metadata and update frontmatter
prompts/data-integrity/Integrate-OpenGraph-Fetch-into-Observer.md -
Return only files with valid Frontmatter
Filter and validate markdown files based on frontmatter content
prompts/data-integrity/Return-only-files-with-valid-Frontmatter..md -
Conditional Logic for Content
Implement conditional rendering based on content status and user roles
prompts/render-logic/Conditional-Logic-for-Content.md -
Integrate the Concepts series into the "more-about" routing
Enhance the "more-about" path with Concepts as well as Vocabulary
prompts/render-logic/Convert-Static-Routing-to-Dynamic-Routing-in-Tags.md -
Create a Variant of an Existing Component
The component we have is great, but we need a variant of it.
prompts/render-logic/Create-a-Variant-of-an-Existing-Component.md -
Create Fallbacks, Error, and Waiting Components
Ideal, immediate renders are not always possible. We need to create components that handle these situations gracefully. They should be clever and on-brand.
prompts/render-logic/Create-Fallbacks-Error-Waiting-Components.md -
Handle Citations in Markdown Content
Handle citations in markdown content by extracting them and rendering them in a structured format
prompts/render-logic/Handle-Citations-Logic-and-Render-Citations-Component.md -
Handle iFrames in Markdown Content
Handle iFrames in markdown content by pulling them out before other content processing, then adding them back to the AST before rendering.
prompts/render-logic/Handle-iFrames-with-our-AST-Rendering-Pipeline.md -
Integrate the Concepts series into the "more-about" routing
Enhance the "more-about" path with Concepts as well as Vocabulary
prompts/render-logic/Integrate-Concepts-into-More-About.md -
Rendering Callout Blocks with Classes
Several forms of extended markdown make heavy use of callout blocks, which can be rendered with combinations of Astro Components, Semantic HTML, and CSS classes
prompts/render-logic/Rendering-Callout-Blocks-with-Classes.md -
Rendering Extended Markdown like Astro-Big-Doc
A simplified approach to rendering callout blocks by following astro-big-doc pattern of component-based AST handling
prompts/render-logic/Rendering-Extended-Markdown-like-Astro-Big-Doc.md -
Add Sort by Functionality to Tag Column
Make the tag column more powerful by allowing different kinds of sort patterns
prompts/user-interface/Add-Sort-by-Functionality-to-Tag-Column.md -
Create a Hero Component
Design and implement a modern, user-friendly hero component with gradient effects, responsive design, customizable content, and smooth scroll-based animations.
prompts/user-interface/Create-a-Hero-Component.md -
Create a Price Card
Design and implement a responsive pricing card component with modern styling
prompts/user-interface/Create-a-Price-Card.md -
Create a Reusable Content Collections UI Structure
Build a maintainable component pipeline for rendering content collections with separated structure and presentation
prompts/user-interface/Create-a-Reusable-Content-Collections-UI-Structure.md -
Create a Vocabulary Collection render pipeline
Build a render pipeline for vocabulary using the component pipeline for rendering content collections with separated structure and presentation
prompts/user-interface/Create-a-Vocabulary-Collection-UI-using-Prior-Components.md -
Get UI Inspiration From URL
Analyze and extract design patterns and UI components from external websites for inspiration
prompts/user-interface/Get-UI-Inspiration-From-URL.md -
Render Site Flavored Markdown
Render site flavored Markdown in layers with Marked Extensions
prompts/user-interface/Render-Site-Flavoured-Markdown-in-Layers.md -
Repurpose a UI Template in our Codebase
Adapt and reuse existing UI components and templates for new features
prompts/user-interface/Repurpose-a-UI-Template-in-our-Codebase.md -
Cleaning Build Scripts
Improve build scripts by following strict naming conventions and error handling patterns
prompts/workflow/Build-Scripts-that-Clean-Data.md -
Create a Content Generation Engine
Build a RAG-based content generation system with multi-model API integration
prompts/workflow/Create-a-Content-Generation-Engine.md -
Ask the AI Code Assistant to Improve your Prompts
Takes one to know one. Ask the AI Code Assistant to improve your prompt before you ask it to execute it.
prompts/workflow/Improve-on-a-User-Prompt-through-Iteration.md -
Resolving Local SVG Image Rendering Issues in Astro
Troubleshooting and fixing SVG images not rendering from the public directory
prompts/workflow/SVG-Image-Rendering-Issue-Resolution.md -
Use an LLM Gateway to Augment Content
Create the content of a thousand content marketers with an LLM Gateway -- LiteLLM, Fabric, Ollama, MSTY
prompts/workflow/Use-LLM-Gateway-to-Augment-Content.md -
Write a Code Changelog Entry
Create structured and informative changelog entries for code changes
prompts/workflow/Write-a-Code-Changelog-Entry.md -
Write a Changelog Entry
Create structured and informative changelog entries for code changes
prompts/workflow/Write-a-Content-Changelog-Entry.md -
Write a Git Commit for one Directory
Create structured and informative git commit messages for code changes
prompts/workflow/Write-a-Git-Commit-for-one-Dir.md -
Write a meaningful but concise git commit.
Make Git and GitHub work better for your team by leveraging LLM Code Assistants.
prompts/workflow/Write-a-Raw-Text-Git-Commit.md -
Write a Technical Specification with a Standard but Evolving Style
Create comprehensive technical specifications for completed tasks and features
prompts/workflow/Write-a-Technical-Specification.md -
Write an note that leaves a breadcrumb for future Issue Resolution
Create comprehensive technical specifications for completed tasks and features
prompts/workflow/Write-an-Issue-Resolution-Breadcrumb.md -
Prompt Rendering Pipeline Issue Resolution
Fixing content rendering issues in the dynamic prompt pages
issue-resolution/Prompt-Rendering-Pipeline-Issue.md -
Create A Magazine Style Layout
Design a flexible, reusable magazine-style layout for displaying content threads (e.g., blog posts, articles) in Astro using modular components and a clear render pipeline.
prompts/user-interface/Create-a-Magazine-Style-Layout.md -
Citation Processing for FileSystem Observer
Enhance the filesystem observer to automatically format citations, convert to hex IDs, and maintain a citation registry
prompts/data-integrity/Refactored-Citations-Observer.md -
Keep a Changelog
Standardized approach to maintaining comprehensive changelogs for code and content changes
blueprints/Keep-a-Changelog.md -
AstroMarkdown Mermaid Rendering Issue Resolution
Breadcrumb documenting the resolution of Markdown/AST rendering issues for Mermaid diagrams and code blocks in AstroMarkdown.astro.
issue-resolution/Mermaid-Rendering-tangles-Rehype-Remark.md -
lost-in-public/refactors/ongoing-log-of-opportunities-to-refactor
refactors/Ongoing-Log-of-Opportunities-to-Refactor.md -
lost-in-public/reminders/specification-guidelines-template
reminders/Specification-Guidelines-Template.md
memopop-ai 14 docs
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Where Investor-Firm Rosters Live
When a deal artifact bundle includes the investor's team roster, where does that roster live? Inside the deal folder it duplicates on every co-investor; in a global firms index it loses deal context. Stub for a real exploration.
explorations/Where-Investor-Firm-Rosters-Live.md -
Add People Crawl Command to MemoPop Native
Wire the orchestrator's `extract_team_roster` command into the MemoPop Native UI as a per-investor button — and as a batch action that runs it 5–20 times per memo, once for each co-investor in the round.
plans/Add-People-Crawl-Command-to-Memopop-Native.md -
Crawl for Better Team Structured Output
Building a team slide takes analysts 1–2 hours of clicking. The orchestrator already writes prose about teams; what it doesn't do is hand back the structured roster — names, titles, durable photo URLs, professional socials — that the MemoPop app needs to render cards. Here's the option space for closing that gap.
explorations/Crawl-for-Better-Team-Structured-Output.md -
Team and People Metadata Ingestion
Six phases to take any company URL → structured TeamRoster JSON the MemoPop app can render as cards. Each phase ships independently and is verifiable on its own.
plans/Team-and-People-Metadata-Ingestion.md -
MemoPop AI — Ideogram OG Image Brief
Creative brief for generating OpenGraph and changelog hero images via Ideogram. A house-style prefix and suffix that any per-image scene description plugs into so the family stays coherent across the splash page, changelog entries, and context-v notes.
MemoPop-Creative-Brief.md -
Upgrade the MemoPop AI splash with three-mode theming, context-v rollup, peer-aware discovery, and Pagefind
The current memopop-site shipped fast but pre-dates the conventions astro-knots/splash settled into a few days later. This plan brings memopop-site up to that bar — three-mode toggle on a two-tier token system, a context-v archive alongside the existing changelog, peer-directory rollup that walks the monorepo (apps/* and packages/*) instead of children, and Pagefind across both archives — without touching the design language. Implementation is free to invent its own visual identity; this plan only locks down the mechanics.
plans/Upgrade-Memopop-Splash-with-Themes-Context-V-and-Pagefind.md -
Character Cast for Live Agent Indication
Personify the orchestrator's agents as a cast of named, faced characters. A row of portraits sits above the run panel; the ones currently doing work glow, with a live caption underneath describing what each is up to right now.
specs/Character-Cast-for-Live-Agent-Indication.md -
Moving an Agent Orchestrator to an API
The orchestrator is a Python CLI today. To plug it into memopop-native, we need an HTTP-shaped surface. Three options, ranked by effort and time-to-value.
explorations/Moving-an-Agent-Orchestrator-to-an-API.md -
An Onboarding User Journey for memopop-native
Experiences win on Onboarding. This spec outlines a user journey for onboarding users to memopop-native.
specs/An-Onboarding-User-Journey-for-Memopop-Native.md -
memopop-ai/plans/generate-dd-questions--checklist
plans/Generate-DD-Questions-&-Checklist.md -
memopop-ai/plans/include-validation-analysis-as-action-items
plans/Include-Validation-Analysis-as-Action-Items.md -
memopop-ai/preferred-format-for-changelog
Preferred-Format-for-Changelog.md -
memopop-ai/tasks
Tasks.md -
memopop-ai/up-and-running-with-tmux
Up-and-Running-with-Tmux.md
memopop-native 1 doc
memopop-orchestrator 24 docs
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Wire memopop-native to the FastAPI sidecar
End-to-end plan for closing the loop from Tauri click to live log stream — Rust dispatcher forwards JSON, browser EventSource handles SSE, sidecar spawns lazily.
plans/Wire-Memopop-Native-To-The-FastAPI-Sidecar.md -
Interactive Terminal Application — Easy Interface for Casual Users
A guided CLI application that walks users through memo generation, export, and iteration without requiring knowledge of individual commands, flags, or file paths.
specs/Interactive-Terminal-Application-Easy-Interface-for-Casual-Users.md -
Introducing Investigate Capital Syndicate with Detailed Artifacts
A research agent that investigates every investor, fund, family office, and financial institution on a company's cap table and in the current round — producing detailed profiles, pattern analysis, and signal extraction for investment decision-making.
specs/Introducing-Investigate-Capital-Syndicate-with-Detailed-Artifacts.md -
Introducing a One-Pager Cover Sheet and Export
A post-pipeline agent and CLI tool that distills the full investment memo into a single-page visual summary, usable as both a standalone deliverable and a cover sheet prepended to the full memo export.
specs/Introducing-a-One-Pager-Cover-Sheet-and-Export.md -
Introducing a Content Density Mode System
A system-level content mode toggle (redundant vs concise) that alters the behavior of the writer, table generator, and quality agents to match different firm preferences for information density and repetition.
Introducing-a-Content-Density-Mode-System.md -
Introducing a Legal Doc Comparator
An agent that compares deal-specific legal documents (SAFEs, convertible notes, term sheets, incorporation docs) against firm-maintained standard templates, surfacing deviations and flagging common legal risks using a shared reference document.
Introducing-a-Legal-Doc-Comparator.md -
Introducing an Augment Research Writer Agent
A two-phase post-hoc enrichment system that first enhances research files with authoritative third-party citations via Perplexity Sonar Pro, then runs an augmentation writer that weaves those new citations into existing section prose without rewriting content.
Introducing-an-Augment-Research-Writer-Agent.md -
Introducing an Enrich Visualizations Agent
An enrichment agent that discovers and embeds publicly accessible charts, graphs, diagrams, and infographics from web sources to visually reinforce key claims in investment memos — the automated equivalent of grabbing charts from Google Image search.
Introducing-an-Enrich-with-Visualizations-Search-Agent.md -
Introducing a Competitive Landscape Research and Evaluation System
Two coordinated agents—a Competitive Landscape Researcher and a Competitive Landscape Evaluator—that produce accurate, validated competitor analysis by combining multi-query web research with structured relevance screening.
specs/Introducing-a-Competitive-Landscape-Research-and-Evaluation-System.md -
Introducing a Table Generator Agent
A post-writer enrichment agent that identifies tabular data opportunities in memo sections and generates markdown tables with overflow anchor linking, configurable column schemas, and firm-specific customization.
specs/Introducing-a-Table-Generator-Agent.md -
Introducing a Diagram Generator Agent
Add a diagram_generator.py agent that identifies opportunities to create visual diagrams explaining complex business concepts, starting with TAM/SAM/SOM market sizing and expanding to common finance and consulting visuals.
specs/Introducing-a-Diagram-Generator-Agent.md -
PDF Parser Agent Specification
A small specification for an agent and script to parse PDFs and convert them to markdown with properly formatted citations.
specs/Introducing-a-PDF-Parser-Agent.md -
Deck Analyzer Agent
A specialized agent for extracting structured data and visual screenshots from pitch decks (PDF and PowerPoint) to bootstrap investment memo generation.
specs/Deck-Analyzer-Agent.md -
Git Submodules for Private Data and Exports
Configure git submodules to enable private GitHub repositories for sensitive company data inputs and branded memo exports, while keeping the main orchestrator repo public/shareable.
blueprints/Git-Submodules-for-Private-Data-and-Exports.md -
Model Scorecard Agent and Template System
Add proprietary investment scoring frameworks to memo generation, enabling VC firms to systematically evaluate and communicate their differentiated investment thesis.
blueprints/Model-Scorecard-Agent-and-Template-System.md -
Portfolio Listing Agent and Current Portfolio Section
Design notes for the portfolio_listing_agent that builds a Current Portfolio subsection and structured JSON for LP-commit emerging manager fund memos.
Portfolio-Listing-Agent-and-Current-Portfolio-Section.md -
Dataroom Analyzer Agent System Plan
A comprehensive plan for implementing a multi-agent dataroom analysis system that intelligently recognizes, categorizes, and extracts information from diverse document types in investment datarooms.
specs/Dataroom-Analyzer-Agent.md -
Format Memo According to Outline Input
Refactor the investment memo system to use YAML-based content outlines that agents can reference for structure, guiding questions, and vocabulary.
reminders/Format-Memo-According-to-Template-Input.md -
Improve Investment Memo Output
Improve the quality and depth of investment memos generated by the Investment Memo Orchestrator.
issue-resolution/Improving-Memo-Output.md -
Generate Investment Memo for Portfolio Company
Create investment opportunity briefs that match Hypernova's analytical voice, format, and depth using AI-assisted generation with structured inputs and validation.
reminders/Generate-Investment-Memo-for-Portfolio-Company.md -
memopop-orchestrator/blueprints/ideal-information-hierarchy-applied-to-markdown-headings
blueprints/Ideal-Information-Hierarchy-Applied-to-Markdown-Headings.md -
memopop-orchestrator/getting-started-with-tauri
Getting-Started-with-Tauri.md -
memopop-orchestrator/prompts/reorder-and-edit-direct-outline
prompts/Reorder-and-Edit-Direct-Outline.md -
memopop-orchestrator/reminders/the-voice-and-purpose-of-changelogs
reminders/The-Voice-and-Purpose-of-Changelogs.md
open-specs-and-standards 14 docs
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superpowers
profiles/Profile__Superpowers.md -
openui
profiles/Profile__OpenUI.md -
12-factor-agents
profiles/Profile__12-Factor-Agents.md -
agent-2-agent
profiles/Profile__Agent-2-Agent.md -
agents-md
profiles/Profile__AGENTS-md.md -
get-shit-done
profiles/Profile__GSD.md -
llms-txt
profiles/Profile__llms-txt.md -
mcp-api
profiles/Profile__MCP-API.md -
modelcontextprotocol
profiles/Profile__Model-Context-Protocol.md -
symphony
profiles/Profile__Symphony.md -
frictionless-specs
profiles/Profile__Frictionless-Specs.md -
open-spec
profiles/Profile__OpenSpec.md -
spec-kit
profiles/Profile__Spec-Kit.md -
Filesystem Naming Conventions
inquiry/Filesystem-Naming-Conventions.md
perplexed 7 docs
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perplexed/issues/getting-claude-to-respond-with-research
issues/Getting-Claude-to-Respond-With-Research.md -
perplexed/issues/updating-naming-to-reflect-provider-rebrand
issues/Updating-Naming-to-Reflect-Provider-Rebrand.md -
Plan — Bring Perplexed up to Obsidian Community-Plugin Publishing Standards
plans/20206-05-02_Assuring-Obsidian-Community-Plugin-Requirements.md -
Plan — Submission Blockers Punch List (from docs.obsidian.md re-read)
plans/2026-05-02_Submission-Blockers-Punch-List.md -
perplexed/reminders/ideal-and-overkill-schema-for-max-flexibility
reminders/Ideal-and-Overkill-Schema-for-Max-Flexibility.md -
This Is an Obsidian Plugin — Read the Obsidian API Docs
reminders/This-is-an-Obsidian-plugin-Read-Obsidian-API-Docs.md -
perplexed/specs/using-files-as-prompt-outlines
specs/Using-Files-as-Prompt-Outlines.md
plunk-it 1 doc
reach-edu-hub 1 doc
specs 23 docs
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Event Hog: Realtime Event Backchannel & Data Generation
Event-Hog-Realtime-Event-Backchannel-&-Data-Generation.md -
Churn: An AI content editor for the Internet has been missing.
Content Management Systems are an old paradigm, they are clunky, they are rarely where creatives develop content. HTML and CSS need to marry Content Editors
Churn-Content-Editor-for-the-Web.md -
Markdown-Serve: `md-serve` - a simple server and API for Markdown content rendering on the web
Markdown files have been the lingua franca of web content, on the rise since JAM Stack adoption. Yet, the development experience requires long builds, complex setups, massive content filling developer projects. Why not improve developer experience while making it easier to serve and render them?
Markdown-Serve-an-API-for-Markdown-Content.md -
AI-Powered Link Aggregator for Product Digital Footprint Discovery
Automatically discover and catalog social media profiles, code repositories, blog feeds, and other digital presence links for 1,400+ products in our tooling directory.
AI-Powered-Link-Aggregator-for-Product-Digital-Footprint.md -
An Obsidian Plugin that uses AI to Browserless Search, Perplexity API, follows outline
Extend Perplexed to summarize products
Search-and-Summarize-Obsidian-App.md -
YAML Frontmatter Error Detection and Correction System
Let content teams develop content. Handle frontmatter inconsistencies gracefully for a seamless user experience.
Cases-and-Corrections-for-YAML-Content-Wide.md -
Project Routing Collision Fix
Cleaned route collisions between Client Projects and canonical Projects, yet now need to figure out Client Projects again.
Project-Routing-Fix-Complete-Implementation.md -
A Collaborative Markdown-based Desktop Publisher
Technical specification document outlining implementation details
Create-a-Collaborative-Markdown-based-Desktop-Publisher.md -
Dynamic Webpage to Display Portfolio w Authentication
Dynamically display portfolio information on a branded webpage, with certain types of information only displayed for certain privileges connected to authentication.
Dynamic-Webpage-to-Display-Portfolio-w-Authentication.md -
Self-Updating Product Announcement Watcher
Automatically monitor, collect, and catalog product releases and announcements for 1,400+ tools in our content library without manual intervention.
Self-Updating-Product-Announcement-Watcher.md -
Complete Me: A context-aware, blazing fast markup editor.
Streamlines data entry and development workflows through rigorous, context-aware autocomplete in markup and json.
JSON-Editor-like-Obsidian.md -
Build-Out-WhatsApp-Plugins-Ecosystem-for-Overwhelmed-Professionals
WhatsApp and other messaging apps have become the defacto place where business is done. Why not make it work?
Build-Out-WhatsApp-Plugins-Ecosystem.md -
Salute: An AI design system generator that generates as you code.
The Design System to Engineering Handoff is clunky for most situations. Instead, designers vibe create design systems, and engineers vibe contribute. Managed through MCP
Salute-Design-System-Generator.md -
Maintain a Dynamic Project Viewer
A dynamic project viewer can handle multiple artifacts, file formats, and make it easier for clients to navigate projects.
Maintain-a-Dynamic-Project-Viewer.md -
Churn: An AI content editor for the Internet has been missing.
Content Management Systems are an old paradigm, they are clunky, they are rarely where creatives develop content. HTML and CSS need to marry Content Editors
Was-There-a-Substack-for-Event-Attendees.md -
Clean Specific Issues in YAML One at a Time
Targeted scripts to address specific YAML frontmatter issues for improved content management
Clean-Specific-Issues-in-YAML-One-at-a-Time.md -
Filesystem Observer for Consistent Metadata in Markdown Files
Let content teams develop content. Handle frontmatter inconsistencies gracefully for a seamless user experience.
Filesystem-Observer-for-Consistent-Metadata-in-Markdown-files.md -
specs/adhd-agent-skills
ADHD-Agent-Skills.md -
specs/bounty-an-influencer-conversion-link
Bounty-an-Influencer-Conversion-Link.md -
specs/map-of-content-files
Map-of-Content-Files.md -
specs/open-spec-on-agent-flows
Open-Spec-on-Agent-Flows.md -
specs/skill-maps
Skill-Maps.md -
specs/voting-blocks
Voting-Blocks.md