Sloppify

ideas/ai-knowledge/codebase-qa-agent.md

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+# Codebase Q&A Agent
+
+Provide accurate, source-grounded answers about your repositories using retrieval-augmented generation over code, docs, and architecture notes.
+
+## Problem
+Developers lose time searching across files and tribal knowledge to answer implementation questions that should be discoverable.
+
+## Core capabilities
+- Index source code, READMEs, ADRs, and API specs.
+- Retrieve relevant snippets with file and line citations.
+- Answer natural-language questions like ownership, flow, and integration points.
+- Maintain freshness through incremental indexing on push.
+
+## MVP scope
+- Start with one repository and language-aware chunking.
+- Chat interface with citation-first responses.
+- Permission-aware retrieval for private code.
+
+## Success criteria
+- Faster onboarding and reduced interrupt load on senior engineers.
+- Higher answer trust due to verifiable citations.
+
+## Stretch ideas
+- Generate architecture maps from indexed call graphs.
+- Detect stale docs by comparing docs against current code behavior.

ideas/ai-knowledge/meeting-notes-pipeline.md

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+# Meeting Notes -> Action Items Pipeline
+
+Convert meeting transcripts into structured tasks, owners, and deadlines, then sync them automatically to your issue tracker.
+
+## Problem
+Important decisions and follow-ups get buried in long meeting transcripts, causing missed commitments and duplicate work.
+
+## Core capabilities
+- Ingest transcripts from calls, recordings, or notes.
+- Extract action items with owner, priority, and due date confidence.
+- Generate issue drafts for GitHub, Gitea, Jira, or Linear.
+- Keep traceability by linking tasks back to transcript evidence.
+
+## MVP scope
+- Support plain text and common transcript formats.
+- Human review queue before task creation.
+- Daily digest of open actions by team or project.
+
+## Success criteria
+- Higher completion rate of meeting-derived tasks.
+- Reduced time spent manually rewriting notes into tickets.
+
+## Stretch ideas
+- Identify unresolved decisions across recurring meetings.
+- Build a knowledge graph of owners, systems, and commitments.