# Magpie (@ALASKANmagpie) on x

- id: koinon:creator:x_alaskanmagpie
- url: https://koinonlink.com/kol/x/ALASKANmagpie
- schema_version: 1.4

## Identity
- platform: x
- handle: ALASKANmagpie
- platform_url: https://twitter.com/ALASKANmagpie
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4164
- following: 3895
- posts_total: 8381
- posts_observed: 1
- posts_per_day: 1.668
- account_age_days: 5026
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00096
- best_post_interactions: 4
- 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: 0.85
- category_source: derived_from_recent_content
- topics: personal SaaS development, software prototyping, developer productivity, project tracking and documentation, building tools for personal use, technical experimentation

## Audience (inferred)
- status: present
- description: Independent developers and solo founders building SaaS tools, primarily technical builders who create small-scale software products and internal tools
- roles: dev
- seniority: practitioner
- pain_points: Struggling to track and organize a growing number of personal software projects and prototypes, Having difficulty maintaining motivation or clarity when managing multiple experimental or unfinished builds, Failing to document or reflect on past work due to lack of structured retrospectives
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: B — 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_alaskanmagpie#5cacb010] Current Shiny Things count: (https://twitter.com/ALASKANmagpie/status/2069487383784173973)
- [x_alaskanmagpie#9b84628f] 65 repos
- [x_alaskanmagpie#883ec386] 15 games
- [x_alaskanmagpie#95864273] 14 SaaS builds
- [x_alaskanmagpie#9f5bd5d9] The rest are experiments, prototypes, support systems, weird little tools, and things I had to build because the thing I was building needed another thing built first
- [x_alaskanmagpie#7176cba5] There’s more that never made it into repos
- [x_alaskanmagpie#ae54847d] A lot more
- [x_alaskanmagpie#157ddd8f] I’m putting together a proper retrospective soon, but honestly, seeing the count laid out is a little insane

## 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=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=121, 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=79, 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=121, 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=121, method=platform_profile

## Freshness
- profile_checked_days_ago: 121
- content_analysed_days_ago: 79
- 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_alaskanmagpie
- Request removal: https://koinonlink.com/claim?k=x_alaskanmagpie
- Terms: https://koinonlink.com/for-ai