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Rohit Ghumare

@rohitg00

Engineer | DevRel | GDE | CNCF, AAIF, Claude, Devin, PE Ambassador | Docker Captain | AWS CB | Ex - iii, Cloudera, Solo.io, Cerbos, Oracle, Reliance Jio

209 skills11 repositories 110.4K

Skills (209)

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Learn to create, discover, invoke, secure, evaluate, package, and port Agent Skills through one interactive lesson at a time. Practical checkpoints and quizzes track demonstrated progress in a local file, so later sessions resume where you stopped.

  • Learn to build and invoke a minimal Agent Skill
  • Understand discovery and automatic routing
  • Check permission, sandbox, and trust boundaries
rohitg00/ai-engineering-from-scratch72.1KUpdated Oct 21, 2026

course-guide

FreeSummary

Find relevant lessons in AI Engineering from Scratch from a topic, question, or bug. Get a short selection of lessons, necessary prerequisites, and the next learning command, with dedicated routes for specialized subjects.

  • Finding lessons on a topic you want to learn
  • Locating lessons that explain a bug's underlying cause
  • Choosing what to study next based on your progress
rohitg00/ai-engineering-from-scratch72.1KUpdated Oct 21, 2026

Prepare for four Claude certification tracks through guided lessons, practical exercises, quizzes, and mock exams. The tutor checks understanding and learner-created work, records progress, and uses assessment results to guide review.

  • Choosing a certification track for a learning goal
  • Resuming lessons from saved progress
  • Completing guided exercises without writing code
rohitg00/ai-engineering-from-scratch72.1KUpdated Oct 21, 2026

forget

FreeSummary

Find and delete selected memories stored in agentmemory after showing the matches and receiving explicit confirmation. It checks deletion results and distinguishes stored memories from lessons, observations, and complete session records.

  • Removing outdated stored memories
  • Deleting selected memories containing private information
  • Reviewing matching memories before deletion
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

remember

FreeSummary

Save facts, decisions, and discoveries to agentmemory for future sessions. The skill preserves the user's wording, adds specific search tags and referenced file paths, and confirms which terms can retrieve the saved knowledge.

  • Preserving a decision for future sessions
  • Saving a discovery with related file paths
  • Updating a previously saved fact
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

Guides HTTP integration with the agentmemory server for saving and searching knowledge. It explains authentication, request conventions, and endpoint references, including how to connect systems that do not support MCP, the agent tool connection protocol.

  • Saving and searching knowledge over HTTP
  • Connecting a host that does not support MCP
  • Checking authentication and response conventions
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

Guide an agent through searching past decisions before work, saving new decisions with their reasons, and treating corrections as lessons. The workflow helps distinguish useful long-term knowledge from temporary details, code facts, and routine activity already captured by hooks.

  • Checking earlier decisions before starting a task
  • Saving a resolved issue with its underlying reason
  • Preserving lessons from corrections
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

Connect agentmemory to coding agents such as Claude Code and Codex while preserving existing server settings. It guides configuration, host restarts, and checks that memory tools are available and can save and retrieve information.

  • Connecting agentmemory to a coding agent
  • Checking supported agents and connection methods
  • Investigating an incorrect configuration path
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

Helps agents choose the right agentmemory tool through MCP, a protocol for connecting agents to tools. It explains tool roles and points to parameter references for saving, retrieving, organizing, and maintaining stored knowledge.

  • Choosing a tool to save or retrieve knowledge
  • Checking tool names and required parameters
  • Reviewing available memory management operations
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

lesson

FreeSummary

Turns user corrections and recurring mistakes into actionable rules with confidence scores. It records when each rule applies and why it matters, so relevant lessons can be retrieved before similar work begins.

  • Recording a rule after a user correction
  • Saving a lesson from a recurring mistake
  • Keeping rules specific to one project
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

Explain how agentmemory stores and retrieves coding agents’ memories, including its engine, search methods, memory lifecycle, ports, and web viewer. Useful for understanding the system or planning extensions to its functions.

  • Understand how agent memories are stored and retrieved
  • Plan extensions to agentmemory
  • Check memory capture in the web viewer
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

recall

FreeSummary

Retrieve past work, decisions, and lessons from agentmemory using keyword, meaning, and relationship searches. It expands selected records, groups findings by session, and prioritizes important observations so earlier context can inform the current task.

  • Recalling an earlier decision and its context
  • Finding how a similar issue was handled
  • Reviewing one project's or agent's history
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

session-history

FreeSummary

Shows recent work sessions for the current project as a timeline, newest first. It includes session identifiers, start times, status, recorded observation counts, and available highlights or decisions, using only history returned by the memory tool.

  • Checking what happened in the previous session
  • Reviewing recent work in one project
  • Finding decisions recorded in past sessions
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

commit-history

FreeSummary

List Git commits linked to agent work sessions, with branch or repository filters. See each commit’s message, date, linked sessions, and observation counts to review recorded changes alongside their session context.

  • Review recent commits linked to agent sessions
  • Filter linked commits by branch
  • Review linked commits for a specific repository
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

handoff

FreeSummary

Resume work using the latest recorded session matching the current project directory. The skill surfaces unanswered questions first, summarizes relevant decisions and files, and provides a concrete next step while checking that records belong to the selected project.

  • Resuming work interrupted in a previous session
  • Checking an unanswered question before continuing
  • Reviewing key decisions and related files
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

Create, update, or review agentmemory skills using a shared format. It guides document structure, supporting files, and generated reference data so contributions follow consistent rules and stay aligned with the source code.

  • Creating a new agentmemory skill
  • Restructuring an existing skill
  • Reviewing skill contributions for consistency
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

Set up and troubleshoot a local agentmemory server by checking MCP connections, authentication, ports, and environment settings. Understand which optional memory features require additional configuration, model downloads, or token usage before enabling them.

  • Set up a local agentmemory connection
  • Diagnose MCP connection failures
  • Review authentication and custom ports
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

Understand how agentmemory automatically records tool activity, prompts, and session boundaries through hooks, actions triggered by session events. Use it to check integration setup, investigate missing records, and distinguish capture from optional summaries and context injection.

  • Understanding automatic session recording
  • Investigating missing observations
  • Checking capture and summary settings
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

recap

FreeSummary

Summarize recent agent sessions for the current project, grouped by date with highlights from recorded observations. Review today, the last seven days, or a chosen number of sessions, with totals for sessions, days, and observations.

  • Review today's agent work
  • Recap project activity from the last seven days
  • Summarize a chosen number of recent sessions
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

commit-context

FreeSummary

Trace a file, function, or line through Git history to the agent session linked to its commit. It presents recorded commit details, session summaries, and important observations to help explain the change.

  • Investigating why a particular line changed
  • Finding the agent session behind a function change
  • Checking a file's latest commit and author
rohitg00/agentmemory29.8KUpdated Oct 21, 2026

Capture a user-reported defect as a durable GitHub issue written in the project's own domain language. Explores the codebase in parallel for context but never leaks file paths or line numbers into the issue. Use when the user reports a bug conversationally, runs a QA pass, or says "file an issue", "log this as a bug", "capture this".

The English summary is being prepared. Showing the original description.

rohitg00/pro-workflow2.9KUpdated Sep 29, 2026

Start, structure, and grow a persistent research wiki indexed in pro-workflow's SQLite knowledge base. Each wiki is a folder of markdown pages with provenance, plus a shadow FTS5 index so any session can recall it. Use when the user says "start a wiki", "add to wiki", "compile a page", "wiki on X", or wants a long-lived knowledge base on a topic, paper, product, person, project, or codebase.

The English summary is being prepared. Showing the original description.

rohitg00/pro-workflow2.9KUpdated Sep 29, 2026

Smart context compaction with state preservation. Saves critical files, task progress, and working state before compaction, restores after. Use before manual compact or when auto-compact triggers.

The English summary is being prepared. Showing the original description.

rohitg00/pro-workflow2.9KUpdated Sep 29, 2026

Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a seed from the queue, fetches sources, drafts a wiki page, dedupes claims against existing pages, enqueues follow-up seeds. Halts on budget cap, depth cap, or convergence. Use when the user says "research <topic>", "grow the <slug> wiki", "auto-research", or wants a knowledge base that builds itself overnight.

The English summary is being prepared. Showing the original description.

rohitg00/pro-workflow2.9KUpdated Sep 29, 2026

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