infinitegameplayer

Use when a long-form manuscript (book chapter, ebook, multi-chapter playbook, long-form digital product) needs an editing pass to identify and remove AI writing tells. Sweeps across 8 pattern categories, assembles a structured edit packet for operator review, and applies approved edits.

Use when you have spare capacity and want to set your system improving without active attention. Operator-invoked only, never scheduled. Safe, additive, reversible hygiene work runs under a threshold model with a permanent floor of actions the agent never takes on its own.

Use when archiving several workspace artifacts at once with per-artifact approval gates before any archive move executes.

Use when deciding whether a piece of deterministic, no-judgment work should route to a secondary AI provider instead of your primary interface. Covers the provider catalog, the five-condition eligibility test and the dispatch script.

Retire a stalled or indefinitely-deferred plan without losing its value. Candidate scan, harvest, distribute, sweep, archive and codify.

Automated pull request review for your repos. Five parallel agents, confidence scoring, convention-file compliance, and GitHub comment posting.

Use when the operator wants parallel sub-agent research aggregated into a structured report. Spawns up to 4 independent workers each investigating a different angle, then synthesizes findings for operator review. Research feeds decisions, does not trigger execution.

Use when wrapping up a session that made commits or governance changes. A fast three-action close: breadcrumb what you touched, refresh your handoff note, commit with a readable body.

Use when running the weekly intelligence review. The AI briefs each engagement from live ecosystem data, the Sovereign speaks freely across 3 this-week and 2 next-week engagements, and the session closes with a Sovereign Command update.

Use when starting a session to initialize the AI interface with continuity checks, a live ecosystem orientation and approval-gated support sweep before any session work begins.

Use when archiving several ecosystem artifacts at once with per-artifact approval gates before any vault move executes.

Use when checking for published updates from the Sovereign Ecosystem GitHub repo and selectively applying only what you explicitly approve.

Use when a long-form manuscript (book chapter, ebook, multi-chapter playbook, long-form digital product) needs an editing pass to identify and remove AI writing tells against the Anti-AI Writing Patterns Codex. Triggered by the Sovereign after draft completion, by a Pending Plan handover map naming this skill at the edit phase, or by any post-draft state where AI-assisted prose needs the anti-pattern sweep before final review.

Use when updating a Pending Plan mid-arc with breadcrumbs, applicability changes, partial implementation notes and reconciliation-ready context.

Use when you need to scrape pages, extract structured data or interact with web interfaces via headless browser automation without using screenshots.

Use when updating a Quest note with real-world progress, ecosystem changes, learnings, evidence and the next step.