# Memex.Garden (@memexgarden) on x

- id: koinon:creator:x_memexgarden
- url: https://koinonlink.com/kol/x/memexgarden
- schema_version: 1.4

## Identity
- platform: x
- handle: memexgarden
- platform_url: https://twitter.com/memexgarden
- website: https://memex.garden
- country: Germany
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2362
- following: 3
- posts_total: 2160
- posts_observed: 2
- posts_per_day: 0.499
- account_age_days: 4326
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00085
- best_post_interactions: 2
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: devtools
- category_confidence: 0.92
- category_source: derived_from_recent_content
- topics: Personal knowledge management, AI-assisted content capture, Tool UX for highlighting and tagging, Mobile-first information retrieval, Web clipping and content saving, Integration with AI writing tools
- bio: Capture your taste & escape the bookmarking black hole. 

Summarize and save what you find valuable and give your AIs full access when writing & creating

## Audience (inferred)
- status: present
- description: Users who manage personal knowledge systems and want to efficiently capture, organize, and reuse information, especially those using AI-powered tools for writing and creation
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to keep track of valuable online content across multiple sources, Frustrated by poor highlight and tagging UX in existing tools, Wasting time searching for saved content on mobile devices, Overwhelmed by the noise of unstructured bookmarks and digital clutter
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 72
- authenticity_basis: engagement_observed
- credibility_score: 72
- flagged_for_review: false
- koinon_bd_grade: A — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_memexgarden#d4565e05] https://t.co/oMEr5v62DV (https://twitter.com/memexgarden/status/2072935942571376896)
- [x_memexgarden#24ed846c] https://t.co/7dGIeT78UH
- [x_memexgarden#c12195e8] We've updated the default model to GPT-4o-mini, and have deprecated the use of GPT-3.5. Enjoy the upgraded speed, 128k context window and especialy costs for those who use their own API key! This opens up AAA lot of cool use cases in the coming weeks!
- [x_memexgarden#ddf0db75] New in Memex: Better Highlighting Color UX - Create highlight color via the tooltip on click or hotkey - Change color of existing highlight - Edit highlight colors and labels via the tooltip https://t.co/zmBIpnYmmf
- [x_memexgarden#a466af91] Mobile Search V1 is now live! No matter if you want to... - reference a link in a convo at a party - find a saved recipe while shopping for groceries - pull up an article when taking your morning poop ....we got you covered. Supports title/url and annotations & soon Full-Text
- [x_memexgarden#efdb0d25] Anyone looking for an @obsdmd or @logseq web clipper? Here's how to

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=112, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=80, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=112, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 6
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_memexgarden
- Request removal: https://koinonlink.com/claim?k=x_memexgarden
- Terms: https://koinonlink.com/for-ai