potpie-aiOfficial·10 Agent Skills Included

potpie

Give AI coding agents lasting memory of your codebase and decisions

Builds a living context graph from your codebase, PRs, tickets, docs, and team decisions so AI agents work with real project knowledge. Eliminates repeated re-explaining of architecture, past bugs, and coding preferences every time an agent starts a new task. Lets agents query prior fixes, service dependencies, and change history, then record durable learnings back for the next session.

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npx skills add potpie-ai/potpie --all -g -y

Available:

Instructs the AI agent to read the Potpie context graph before non-trivial work, route tasks to the right memory skills, and record durable learnings back through validated graph commits.

All Skills in This Repository (10)

Pure Emerald Level Indicators

📦 In Repo

potpie-ai

potpie-debug-memory

Retrieve historical occurrences, service topology, and change timelines for debugging via Potpie CLI.

potpie-cli

Execute and explain Potpie CLI commands for troubleshooting and configuration.

potpie-repo-baseline

Analyze a local repository to capture its purpose, features, services, and dependencies.

potpie-infra-architecture

Analyze project environments, deployments, service dependencies, and incidents with potpie CLI and graph capabilities.

potpie-change-timeline

Track and visualize recent and historical project changes, regressions, and merged pull requests.

potpie-source-ingestion

Ingest Git repositories into Potpie's context graph with identity resolution and evidence verification.

potpie-graph

Access and manipulate project memory graphs with semantic operations.

potpie-project-preferences

Record and query project coding preferences via potpie graph commands.

backfill-enumerate-drain

Automate repository history backfilling with an enumerate-then-drain loop.

graph-mutation-plan

Compose graph mutation plans with stable entity_key patterns and canonical vocabulary.

Official

Advanced

Frequently Asked Questions

FAQPage Schema

How to install Potpie?▼

Run `npx skills add potpie-ai/potpie --all -g -y` in your terminal to install all skills in this suite globally.

What problem does Potpie solve for AI coding agents?▼

It gives agents persistent project memory, so they remember your architecture, past bugs, decisions, and coding preferences instead of starting from zero every session.

How does Potpie build project context?▼

It indexes your repositories, pull requests, issues, docs, and integrations like GitHub, Linear, and Jira into a searchable context graph your agent can query.

Does Potpie work with Claude Code and Codex?▼

Yes. Potpie ships ready-made instructions and skills for Claude Code, OpenAI Codex, Cursor, and OpenCode.

Can agents save new learnings back to Potpie?▼

Yes. After finishing work, the agent records durable facts like bug fixes and decisions through validated graph commits so future sessions can reuse them.