Capture project knowledge checkpoints and recall past work via fast_search.
npx skills add https://github.com/anortham/miller --skill development-memory
Please help me install this Agent Skill. Skill: development-memory Source: https://github.com/anortham/miller/tree/main/.claude/skills/development-memory Command: npx skills add https://github.com/anortham/miller --skill development-memory
This Skill builds a persistent project knowledge base through systematic checkpoints and recalls past work to reduce repeat effort.
After finishing a bug fix, call checkpoint with a description, then recall before starting related work.
High-intent search queries and answers about installing and using this skill.
Checkpointing systematically records project decisions and solutions into a searchable knowledge base. Call checkpoint after completing significant work—bug fixes, architectural choices, or complex problem-solving—with a description. This prevents repeating the same debugging effort and makes past solutions immediately retrievable.
Yes. The recall workflow lets you query the knowledge base using fast_search before tackling related work. This retrieves past checkpoints, solutions, and decisions so you avoid duplicating effort and apply previously learned patterns to similar problems.
Proactive checkpointing after significant work creates a persistent, taggable knowledge base accessible via fast search. Systematic capture at key moments—after bug fixes, architectural decisions, and complex problem-solving—ensures solutions and context are recorded before details fade.
Checkpointing captures git context in under 50ms, recording the current state alongside your description. This ties knowledge directly to code changes, making it fast to snapshot decisions at the moment they're made and correlate past solutions to specific code states.
Yes. Checkpoints are taggable and searchable through the knowledge base, allowing you to organize captured work by topic, component, or decision type. This structure makes retrieval faster and helps surface related past work when investigating similar code areas.
wyattjohCapture technical learnings into structured markdown notes with automated indexing.
whd4Retrieve and organize project learnings from learnings.jsonl for review and export.
plext-hqStore structured notes in plexes and enforce a read-before-work workflow.
SpaceZephyrCreate, query, and restructure Lark wiki knowledge spaces and document nodes.
