autospec-classify
CommunityRetro-label model fit for existing PR work.
Software Engineering#automation#github issues#quality gates#ai workflow#project boards#model-fit labeling
Authorberlinguyinca
Version1.0.0
Installs0
System Documentation
What problem does it solve?
autospec-classify removes the ambiguity in already-created auto-implement issues by applying the Phase 3.5 ctx/reasoning “model fit” rubric after the fact, so downstream autospec decisions remain explainable and consistently auditable.
Core Features & Use Cases
- Retroactive model-fit labeling: Walks open auto-implement issues and assigns
ctx:*andreasoning:*labels using the Phase 3.5 rubric. - Body annotation for traceability: Inserts or replaces a
## Model fitblock in each issue body (delimited with markers for safe re-runs). - Optional project board assignment: With
--apply-boards, maps labels to GitHub Projects via~/.autospec/project-map.yml(no-op until the project-map reader lands). - Dry-run safety: Provides a labels/block preview without modifying issues when
--dry-runis set.
Quick Start
Run /autospec-classify to classify every eligible open auto-implement issue and add a Model fit block.
Dependency Matrix
Required Modules
ghjqcurlgit
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: autospec-classify Download link: https://github.com/berlinguyinca/autospec/archive/main.zip#autospec-classify Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.