Analyze a session to identify gaps for autonomous end-to-end operation.
npx skills add https://github.com/tomzx/agents --skill improve-autonomy
Please help me install this Agent Skill. Skill: improve-autonomy Source: https://github.com/tomzx/agents/tree/main/skills/improve-autonomy Command: npx skills add https://github.com/tomzx/agents --skill improve-autonomy
Reflect on the current session to identify what would have been needed to run it fully autonomously end to end, producing a concrete readiness assessment and a prioritized gap list.
Request an autonomy readiness assessment for the current session to generate a gap list and a fully autonomous-session spec.
High-intent search queries and answers about installing and using this skill.
An autonomy readiness assessment analyzes a completed session to identify missing context, tools, decisions, guardrails, and feedback loops required to run it fully autonomously end-to-end.
You can map automation gaps by analyzing a session to surface missing context, missing tools, missing decisions, missing guardrails, and missing feedback loops, producing a structured gap analysis and actionable backlog.
Yes, the session analysis applies to both knowledge-work and software-engineering sessions where full autonomy is desired, providing a structured gap analysis and autonomous session spec.
The best way to generate an autonomous session specification is to request an autonomy readiness assessment, which scores readiness and outputs a concrete plan including actionable steps, risk awareness, and effort estimates.
You should avoid autonomy gap analysis when a session lacks sufficient structure for full end-to-end automation, or when missing guardrails and feedback loops cannot be resolved through a prioritized gap backlog.
shomah4aWrite complete dialogue session logs to timestamped Markdown files.
ArtRivGroup milestone audit gaps into executable fix phases and update ROADMAP.md.
nashgaoAutomate review and approval workflows for Kiro milestone deliverables.
igmo71Generate up to five clarification questions and update the spec's Clarifications section.
