ai-skill-hub

Adapter entry for bootstrapping agent rules, contracts, validation, task packages, reports, and handoff boundaries for financial data engineering or operations projects. Canonical source is in skills/financial-data-agent-bootstrap.

Use when bootstrapping agent rules, contracts, validation, task packages, reports, and handoff boundaries for financial data engineering or operations projects.

Use when evaluating, scoring, diagnosing, or explicitly refactoring a single skill under controlled governance.

Use when onboarding a new maintainer or AI agent, scanning an unfamiliar repository, or generating a takeover packet.

Use when preparing a handoff task package, bounded execution, or execution report across AI agents.

Use when assessing migration readiness for a financial-data Python project with script sprawl, Excel assets, or Wind/Desktop coupling.

Use when updating ai-skill-hub handoff as a system document and the merge must stay section-aware instead of becoming a full rewrite.

Use when refreshing ai-skill-hub as a capability system and the output must stay layer-oriented instead of file-oriented.

Use when defining a tool-agnostic workflow shell, role split, and future runtime-pack mapping for a repository.

Adapter entry for the role-based workflow shell, minimal role split, role-optional orchestration, and future runtime-pack mapping. Canonical source is in skills/workflow-bootstrap.

Use when auditing documentation structure, duplicate markdown, README governance, or docs/docs_readable boundaries.

Use when analyzing system-level architecture, capability hubs, multi-agent systems, or orchestration stacks rather than ordinary business projects.

Use when auditing repository folder structure, required directories, missing paths, or misplaced files against a profile.

Use when refreshing project status from Git-first signals, workspace signals, and task sources to generate a handoff-ready status report.

Adapter entry for updating ai-skill-hub handoff with section-aware system-level merge constraints. Canonical source is in skills/system-handoff.

Adapter entry for updating ai-skill-hub system status with layer-oriented output constraints. Canonical source is in skills/system-status-update.

Adapter entry for system-level takeover analysis across capability hubs, AI systems, and orchestration stacks. Canonical source is in skills/system-takeover.

Adapter entry for handoff task packages, bounded execution, and execution reports. Canonical source is in skills/chatgpt-handoff-pilot.

Adapter entry for documentation audits, duplicate markdown detection, and README governance. Canonical source is in skills/documentation-governance.

Adapter entry for folder-structure audits, missing paths, and misplaced-file detection. Canonical source is in skills/file-structure-check.

Adapter entry for financial-data project migration assessment, Excel asset analysis, and conservative target-structure advice. Canonical source is in skills/financial-data-project-migration.

Adapter entry for repository takeover packets, onboarding summaries, and unfamiliar-repo scanning. Canonical source is in skills/project-takeover.

Adapter entry for evaluating, scoring, diagnosing, and controlled refactoring of a single skill. Canonical source is in skills/skill-governance.

Adapter entry for Git-based status refresh, weekly summaries, and handoff-ready project updates. Canonical source is in skills/update-project-status.