heuristic-session-closeout

Automate session closeout by archiving heuristic records and pruning retained evidence.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/graysurf/agent-runtime-kit --skill heuristic-session-closeout
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: heuristic-session-closeout
Source: https://github.com/graysurf/agent-runtime-kit/tree/main/tests/golden/claude/plugins/meta/skills/heuristic-session-closeout/expected
Command: npx skills add https://github.com/graysurf/agent-runtime-kit --skill heuristic-session-closeout

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Close out a completed session by reviewing skill-usage records, delivering warranted heuristic records, then archiving and pruning retained evidence.

Core Features & Use Cases

  • Surface and validate session evidence to determine outcomes and prioritise archival actions.
  • Create targeted entries (error-inbox or operation-records) to address contract gaps, recurring issues, or cross-case compression rules.
  • Deliver curated records via the heuristic-inbox workflow and coordinate subsequent evidence migration and pruning steps.

Quick Start

Review the current session's evidence, decide retention needs, and initiate the curated closeout workflow.

Frequently Asked Questions about heuristic-session-closeout

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate session closeout and archive heuristic records?

Automating session closeout involves surfacing and validating skill-usage evidence, then delivering warranted heuristic records before archiving and pruning retained evidence across the heuristic-system, inbox, and operation-record workflows.

What is a heuristic session closeout workflow?

A heuristic session closeout workflow reviews completed session evidence to determine outcomes, creates targeted error-inbox or operation-record entries for contract gaps, and delivers curated records via the heuristic-inbox before pruning sources.

How do I review skill-usage evidence to determine archival priorities?

Reviewing skill-usage evidence requires surfacing session records to validate outcomes and prioritize archival actions, ensuring root-resolved evidence is verified before creating operation-record entries.

Can I integrate evidence migration and pruning with operation-record workflows?

Yes, session closeout integrates with evidence-migrate and evidence prune-source workflows by coordinating subsequent migration and pruning steps after delivering curated heuristic records through the heuristic-inbox.

When do I need to create error-inbox entries during session closeout?

Create error-inbox entries during session closeout when reviewing skill-usage evidence reveals contract gaps, recurring issues, or cross-case compression rules that require targeted operational records.