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Autonomous learning system - learns from mistakes, reflects on sessions, and gets smarter over time. The AI brain.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | capy-cortex |
| description | Autonomous learning system - learns from mistakes, reflects on sessions, and gets smarter over time. The AI brain. |
You have a persistent learning brain powered by SQLite + FTS5 + sklearn TF-IDF. Knowledge is automatically loaded via hooks. This file describes manual operations.
~/.claude/skills/capy-cortex/cortex.db (SQLite + FTS5 + WAL)cortex.py: Core engine (retrieve, add rules, stats)reflect.py: Deep session analysisconsolidate.py: Cluster rules into principles (sklearn)bootstrap.py: Mine historical sessions# Check system health
python3 ~/.claude/skills/capy-cortex/scripts/cortex.py stats
# Retrieve rules for a topic
python3 ~/.claude/skills/capy-cortex/scripts/cortex.py retrieve "react typescript"
# Add a rule manually
python3 ~/.claude/skills/capy-cortex/scripts/cortex.py add-rule "Always use TypeScript strict mode" "best_practice"
# Add an anti-pattern
python3 ~/.claude/skills/capy-cortex/scripts/cortex.py add-ap "Never force push to main" "critical"
# Add a preference
python3 ~/.claude/skills/capy-cortex/scripts/cortex.py add-pref "User prefers functional components over class components"
# Run consolidation (clusters rules into principles)
python3 ~/.claude/skills/capy-cortex/scripts/consolidate.py
# Retrain TF-IDF model
python3 ~/.claude/skills/capy-cortex/scripts/cortex.py retrain
# Apply confidence decay
python3 ~/.claude/skills/capy-cortex/scripts/cortex.py decay
Reusable fixed-style PPTX generation skill for the Apricot Ritual Index visual brand — warm apricot background (#FDDEB6), cocoa-brown typography (#6C4832), refined minimalist editorial poster aesthetic, elegant serif titles, narrow-sans labels, centered word stacks, thin horizontal rules, sparse image placement, widescreen 16:9 editable .pptx output. Use this skill whenever the user mentions Apricot Ritual Index, asks for a warm apricot minimalist presentation, wants a refined product-poster or ritual-index style deck, or requests a presentation using the Apricot Ritual Index visual system. Also trigger when the user says 'apricot ritual', 'ritual index deck', 'apricot minimalist slides', 'product poster presentation', 'ritual index pptx', 'editorial poster deck', 'typographic poster presentation', or 'warm apricot slides' in any context.
Reusable fixed-style PPTX generation skill for the Azure Host Forum visual brand — sky-blue background (#65AEFF), deep green typography (#07461E), olive side-panel accent (#728E03), cream portrait/detail color (#F1F0EA), bold contemporary industry sharing event aesthetic, oversized condensed grotesk titles, strong left-text / right-speaker-column composition, circular portrait frames, widescreen 16:9 editable .pptx output. Use this skill whenever the user mentions Azure Host Forum, asks for a presentation or deck in the Azure Host Forum style, wants a forum or industry-sharing deck, speaker event deck, expert talk slides, panel presentation, creative industry event deck, founder briefing slides, or any event/forum-style PowerPoint. Also trigger when the user says 'azure host forum', 'forum deck', 'speaker event slides', 'industry sharing presentation', 'host forum pptx', 'panel deck', 'workshop deck', or 'creative industry event slides' in any context.
Reusable fixed-style PPTX generation skill for the Botanical Blur System visual brand — warm cream (#F7F4EA) editorial layouts, botanical motion-blur textures, sky blue (#3D8FD9), deep green (#0E5A3D), muted coral (#D9573F), dark slate (#2B302F), white leaf-outline motifs, varied slide family with full-bleed texture slides, curved bands, rounded panels, and structured grids. Widescreen 16:9 editable .pptx output. Use this skill whenever the user mentions Botanical Blur System, asks for a botanical motion-blur or organic editorial deck, wants cream editorial layouts with botanical textures, or asks for a botanical-style workshop, strategy, brand, product, or storytelling deck. Also trigger for 'botanical blur', 'botanical blur system', 'organic editorial deck', 'botanical pptx', 'cream botanical slides', 'blurred botanical presentation', or 'premium organic presentation'.
Reusable fixed-style PPTX generation skill for the Coral Geyser Notice visual brand — coral-red background (#E95140), warm stone typography (#E7D8D1), bold modern visitor-notice and design-forward travel guide aesthetic, heavy geometric sans titles, strong split-screen compositions, widescreen 16:9 editable .pptx output. Use this skill whenever the user mentions Coral Geyser Notice, asks for a presentation or deck in the Coral Geyser style, wants a visitor notice deck, travel guide deck, field guide presentation, park-hours-poster-style PowerPoint, route card deck, or mentions coral-red with warm stone typography for slides. Also trigger when the user says 'coral geyser', 'notice deck', 'visitor guide deck', 'field guide slides', 'travel notice presentation', 'park guide deck', or 'route card presentation' in any context.
Reusable fixed-style PPTX generation skill for the Olive Rose Salon visual brand — dark olive-brown background (#372E19), pale pink typography (#FFE1FC), high-fashion art exhibition poster aesthetic, large serif title type, widescreen 16:9 editable .pptx output. Use this skill whenever the user mentions Olive Rose Salon, asks for a presentation or deck in the Olive Rose style, wants an exhibition poster deck, needs a high-fashion poster-led PowerPoint, or mentions the olive-brown/pale-pink color scheme for slides. Also trigger when the user says 'olive rose', 'salon deck', 'poster presentation', or 'fashion deck' in any context.
Reusable fixed-style PPTX generation skill for the Signal Green Atlas visual brand — fluorescent green (#0CDA76) dominant background, black (#000000) typography and rules, black-and-white imagery only, bold avant-garde editorial atlas aesthetic, oversized uppercase grotesk headlines, strict two-column information grids, sharp rectangular photo windows, black circular bullets, deliberate asymmetry, widescreen 16:9 editable .pptx output. Use this skill whenever the user mentions Signal Green Atlas, asks for a fluorescent-green editorial presentation, wants an avant-garde atlas or guidebook-style deck, requests a bold black-and-green presentation, or needs a deck using strict information grids and monochrome imagery. Also trigger for 'signal green', 'signal green atlas', 'fluorescent green deck', 'atlas pptx', 'black and green presentation', 'avant-garde atlas deck', 'guidebook style slides', or 'editorial atlas presentation'.