# GitHub Copilot App, CLI, & SDK Log (@GHCopilotLog) on x

- id: koinon:creator:x_ghcopilotlog
- url: https://koinonlink.com/kol/x/GHCopilotLog
- schema_version: 1.4

## Identity
- platform: x
- handle: GHCopilotLog
- platform_url: https://twitter.com/GHCopilotLog
- website: https://github.com/features/copilot/cli/
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4156
- following: 6
- posts_total: 305
- posts_observed: 1
- posts_per_day: 1.109
- account_age_days: 275
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00072
- best_post_interactions: 3
- 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: 0.95
- category_source: derived_from_recent_content
- topics: GitHub Copilot App updates, GitHub Copilot CLI improvements, GitHub Copilot SDK changes, Developer tooling changelogs, Automation and deep linking in Copilot, Session mode and prompt behavior
- bio: Unofficial bot posting AI summaries of GitHub Copilot App, CLI, & SDK logs, powered by Foundry. 

Run by @jamesmontemagno (MSFT). Follow @GHchangelog for more

## Audience (inferred)
- status: present
- description: Developers and DevOps engineers using GitHub Copilot, particularly those integrating or troubleshooting the Copilot App, CLI, and SDK
- roles: dev
- seniority: practitioner
- pain_points: Struggling to keep up with frequent updates and new features in GitHub Copilot, Finding it hard to discover and use new subcommands or deep links in the Copilot CLI, Having issues with unexpected prompt execution due to session mode behavior, Not being aware of release notes or changelogs in a timely manner
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 61
- authenticity_basis: engagement_observed
- credibility_score: 61
- 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_ghcopilotlog#f68bbb7d] 🗓️ Weekly recap (Jun 20-Jun 27) (https://twitter.com/GHCopilotLog/status/2070915099712164244)
- [x_ghcopilotlog#b510bc81] 🚀 7 releases
- [x_ghcopilotlog#30abf208] 🛠️ 145 improvements
- [x_ghcopilotlog#2fb8ef05] 152 features & enhancements in this release
- [x_ghcopilotlog#4fef19ea] Top features:
- [x_ghcopilotlog#85577dd1] Added ghapp://automations/new deep link to open new automation dialog with pre-filled name, prompt, and schedule
- [x_ghcopilotlog#2821941b] Session mode now auto-reverts to Interactive after Autopilot tasks to prevent silent prompt execution
- [x_ghcopilotlog#59f791f3] /impeccable design skill’s subcommands discoverable

## 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=117, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 79
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 8
- 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_ghcopilotlog
- Request removal: https://koinonlink.com/claim?k=x_ghcopilotlog
- Terms: https://koinonlink.com/for-ai