project-memory
Set up and maintain a structured project memory system in docs/project_notes/ that tracks bugs with solutions, architectural decisions, key project facts, and work history. Use this skill when asked to "set up project memory", "track our decisions", "log a bug fix", "update project memory", or "initialize memory system". Configures both CLAUDE.md and AGENTS.md to maintain memory awareness across different AI coding tools.
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Installation for Agentic Skill
View all platforms →skilz install SpillwaveSolutions/project-memory/project-memoryskilz install SpillwaveSolutions/project-memory/project-memory --agent opencodeskilz install SpillwaveSolutions/project-memory/project-memory --agent codexskilz install SpillwaveSolutions/project-memory/project-memory --agent geminiFirst time? Install Skilz: pip install skilz
Works with 22+ AI coding assistants
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/SpillwaveSolutions/project-memorycp -r project-memory ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Owner
- SpillwaveSolutions (GitHub)
- Repository
- project-memory
- Stars
- 2
- Forks
- 1
- Type
- Non-Technical
- Meta-Domain
- general
- Primary Domain
- general
- Sub-Domain
- database schema query
- Market Score
- 92
Agent Skill Grade
A Score: 92/100 Click to see breakdown
Score Breakdown
Areas to Improve
- Second-person voice in workflows
- Non-essential sections inflate token count
- Missing explicit setup checklist
Recommendations
- Add trigger phrases to description for discoverability
- Add table of contents for files over 100 lines
Graded: 2026-01-19
Developer Feedback
I took a look at your project-memory skill and wanted to share some thoughts.
Links:
The TL;DR
You're at 92/100, solid A territory. This is based on Anthropic's skill best practices rubric. Your strongest area is Ease of Use (23/25)—the skill is genuinely discoverable and the four reference templates are well-structured. The weakest pillar is Spec Compliance (13/15), which is more of a technical formality than a real problem.
What's Working Well
- Templates hit the right level of detail. Your bugs_template.md, decisions_template.md, and others give concrete examples without being overwhelming. They're actually usable, not just theoretical.
- Trigger phrases are solid. Phrases like "set up project memory," "log a bug fix," and "document architectural decisions" make the skill discoverable. Someone could actually find this when they need it.
- The layered structure works. SKILL.md stays focused on the "why" and "what," while reference templates contain the actionable details. Good separation of concerns.
- Real problem being solved. Institutional knowledge loss across AI coding sessions is a genuine pain point that other skills don't address. Your positioning here is unique.
The Big One: Second-Person Voice in Workflows
This is holding you back about 1-2 points. Your example workflows use narrative style ("User: I'm getting a connection refused error") instead of imperative instructions. It reads more like documentation of a conversation than instructions for someone to actually follow.
Current approach:
User: "I'm getting a 'connection refused' error from the database"
-> Search docs/project_notes/bugs.md
Should be:
When encountering connection errors:
1. Search bugs.md: `grep -i 'connection' docs/project_notes/bugs.md`
2. Ap...
AI-Detected Topics
Extracted using NLP analysis
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