OpenSpec

https://dev.to/webdeveloperhyper/how-to-make-ai-follow-your-instructions-more-for-free-openspec-2c85

install

yay -S openspec

add openspec to existing project

cd <project>

openspec init

from agent auto compile openspec\project.md with command

Please read openspec/project.md and help me fill out with details about my project, tech stack, and conventions.

add new feature

Proposal

/openspec:proposal load multiple svm models

file created

openspec/changes/
└── load-multiple-svm-models
├── proposal.md
├── specs
│ └── svm-anomaly-detection
│ └── spec.md
└── tasks.md

Proposal Structure:

proposal.md: Explains why multiple models are needed (flexibility for different scenarios), what changes will be made, and the impact

tasks.md: Detailed implementation checklist broken into 5 phases (design, configuration, processor modification, main function updates, and testing)

spec.md: Specification deltas with both MODIFIED (existing SVM loading requirement) and ADDED (new model configuration requirement) sections, including proper scenarios

eventually check status of proposals

openspec list # Confirm the change folder exists openspec validate load-multiple-svm-models openspec show load-multiple-svm-models # Review proposal, tasks, and spec delta

Apply

coding

/openspec:apply load-multiple-svm-models

…testing…

Archive

After implementation and testing, archive the change. All of the checkboxes in the TODO list were checked, and files were moved to the archive folder.

#openspec archive load-multiple-svm-models --yes
openspec archive load-multiple-svm-models --skip-specs --yes