MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Surface past learnings relevant to the current task before starting work.
Install Replay Learnings
$ npx skills add rohitg00/pro-workflow --skill replay-learnings -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rohitg00/pro-workflow replay-learnings --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/replay-learnings .claude/skills/replay-learnings && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "replay-learnings" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/replay-learnings into .claude/skills/replay-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "replay-learnings", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/rohitg00/pro-workflow/tree/main/skills/replay-learningsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add rohitg00/pro-workflow --skill replay-learnings -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rohitg00/pro-workflow replay-learnings --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/replay-learnings .agents/skills/replay-learnings && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "replay-learnings" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/replay-learnings into .agents/skills/replay-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "replay-learnings", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rohitg00/pro-workflow --skill replay-learnings -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rohitg00/pro-workflow replay-learnings --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/replay-learnings .cursor/skills/replay-learnings && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "replay-learnings" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/replay-learnings into .cursor/skills/replay-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "replay-learnings", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/rohitg00/pro-workflow.git --path skills/replay-learnings--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add rohitg00/pro-workflow --skill replay-learnings -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rohitg00/pro-workflow replay-learnings --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/replay-learnings .gemini/skills/replay-learnings && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "replay-learnings" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/replay-learnings into .gemini/skills/replay-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "replay-learnings", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install rohitg00/pro-workflow replay-learningsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add rohitg00/pro-workflow --skill replay-learnings -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/replay-learnings .github/skills/replay-learnings && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "replay-learnings" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/replay-learnings into .github/skills/replay-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "replay-learnings", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rohitg00/pro-workflow --skill replay-learnings -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rohitg00/pro-workflow replay-learnings --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/replay-learnings .opencode/skills/replay-learnings && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "replay-learnings" agent skill from https://github.com/rohitg00/pro-workflow/tree/main/skills/replay-learnings into .opencode/skills/replay-learnings/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "replay-learnings", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
replay-learnings- GitHub stars
- 2.9k
- Token cost
- ~543 tokens
- SKILL.md length
- 131 words
- Files
- 1
- Skills in repo
- 41
- Repo updated
- First seen
- Licence
- None found
At a glance
Surface past learnings relevant to the current task before starting work.
- Works in 5 steps: Extract keywords from the task… → Search learnings/memory for matching… → Check session history for similar work —… → …
- Starting a task
- SKILL.md covers Trigger, Workflow, Output and Guardrails
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Replay Learnings is an agent skill from rohitg00/pro-workflow. Surface past learnings relevant to the current task before starting work. Searches correction history, recalls past mistakes, and applies prior patterns. Use when starting a task, saying "what do I know about", "previous mistakes", "lessons learned", or "remind me about".
Its SKILL.md is about 540 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested…
When your agent uses it
- Starting a task
- Saying what do I know about
- Previous mistakes
- Lessons learned
Example prompts
- “what do I know about”
- “previous mistakes”
- “lessons learned”
- “/replay-learnings”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Extract keywords from the task description (e.g. "auth refactor" → auth, middleware, refactor).
- Search learnings/memory for matching patterns
- Check session history for similar work — what was the correction rate?
- Surface the top learnings ranked by relevance.
- If no learnings found, suggest starting with the scout agent to explore first.
What it can do on your machine
Read from SKILL.md and the folder at commit 86d5f27. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Replay Learnings loads about 543 tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 131 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 131 words (~543 tokens).
“Like muscle memory for your coding sessions. Find and surface relevant learnings before you start working.”
- name
- replay-learnings
Files
Just SKILL.md in skills/replay-learnings of rohitg00/pro-workflow.
Open the folder on GitHubat commit 86d5f27
Compare with similar skills
Replay Learnings next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Replay Learnings this skillrohitg00/pro-workflow | 2.9k | — | ~543 | Automated safety check: Pass | None | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 10 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 36 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 297k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Skill CreatorAzure/azqr | 796 | 89 repos | ~8.2k | Automated safety check: Pass | Apache-2.0 |
Similar skills
- Official
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Hook Development for Claude Code Plugins
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
Using Superpowers
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Executing Plans Inline
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
- Official
Skill Creator
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
- Official
Claude Code Agent Development
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
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LLM Council
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Survey Generator
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Compile a structured literature survey on any AI/ML topic. An agent skill from rohitg00/pro-workflow.
Wiki Query
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Query pro-workflow wikis via SQLite FTS5 BM25 retrieval. An agent skill from rohitg00/pro-workflow.
Wiki Research Loop
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Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub).
Wiki Viewer
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Render a self-contained HTML viewer for a pro-workflow wiki.
Related
Categories
Questions about Replay Learnings
What does Replay Learnings do?
Surface past learnings relevant to the current task before starting work. Replay Learnings is an agent skill from rohitg00/pro-workflow. Surface past learnings relevant to the current task before starting work.
When should I use Replay Learnings?
Replay Learnings fits situations like: starting a task; saying what do I know about; previous mistakes; lessons learned.
How do I install Replay Learnings in Claude Code?
Run `npx skills add rohitg00/pro-workflow --skill replay-learnings -a claude-code`. Or copy the skill folder (skills/replay-learnings in rohitg00/pro-workflow) into .claude/skills/replay-learnings in your project. Claude Code loads it when a task matches its description.
How do I install Replay Learnings in Codex?
Run `npx skills add rohitg00/pro-workflow --skill replay-learnings -a codex`. Or copy the skill folder (skills/replay-learnings in rohitg00/pro-workflow) into .agents/skills/replay-learnings in your project. Codex loads it when a task matches its description.
Can I use Replay Learnings in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rohitg00/pro-workflow --skill replay-learnings -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/replay-learnings, .gemini/skills/replay-learnings, .github/skills/replay-learnings and .opencode/skills/replay-learnings in your project.
What does Replay Learnings need to run?
SKILL.md names no scripts, command-line tools or credentials: Replay Learnings is instructions for the agent only.
Does Replay Learnings access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Replay Learnings safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Replay Learnings use?
No licence was found for Replay Learnings or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Replay Learnings use?
About 543 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Replay Learnings?
Skills that share tags, products or a category with Replay Learnings: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Replay Learnings?
rohitg00 (a GitHub user) maintains it in rohitg00/pro-workflow, which has 2,909 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on September 29, 2026.
Source: rohitg00/pro-workflow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.