dsh-find-simplifications

Installation
SKILL.md

Finding DeepSeek Harness Simplifications

Find changes that remove maintained obligations: APIs, representations, lifecycle states, configuration paths, dependencies, tests, or documentation. Prefer a few well-supported candidates over a count of deletions. This is guidance, not a checklist; keep the user's scope and distinguish a survey from permission to implement its proposals.

Establish scope and constraints

Read AGENTS.md, architecture before judging packages, defensive patterns, and testing policy. Consult the relevant active Agent Notes for intentional decisions; use the note rules for new records. Archived notes are historical examples, not current authority: never inspect, verify, or repair their outbound links.

The two LLM adapters are intentional. JSONL is the sole first-party Session persistence provider, while the backend-neutral Service Definition supports out-of-tree providers. Do not propose deleting an LLM twin or the persistence seam unless the user explicitly overrides that constraint. Unused members within a protected design remain candidates when their removal preserves its purpose.

For broad requests, divide independent domains among subagents: loop and persistence; model/tool assembly; Host, Client, and SDKs; subprocess and execution providers; composition, scripts, tests, and documentation. Give each agent a bounded domain and require consumer evidence and rejected alternatives. Inspect substantial production machinery as well as obvious unused symbols; do not stop after the first promising deletion.

Search for removable obligations

Use these questions to guide discovery. Read the relevant section of historical patterns when a candidate needs calibration; the examples illustrate decisions, not a current deletion inventory.

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First Seen
Aug 16, 2026