PR Babysitter
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
Capture durable project learnings. An agent skill from ai-driven-dev/framework.
Install 10 Learn
$ npx skills add ai-driven-dev/framework --skill 10-learn -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ai-driven-dev/framework 10-learn --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/ai-driven-dev/framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/aidd-context/skills/10-learn .claude/skills/10-learn && 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 "10-learn" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-context/skills/10-learn into .claude/skills/10-learn/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "10-learn", 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/ai-driven-dev/framework/tree/main/plugins/aidd-context/skills/10-learnType 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 ai-driven-dev/framework --skill 10-learn -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ai-driven-dev/framework 10-learn --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/aidd-context/skills/10-learn .agents/skills/10-learn && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "10-learn" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-context/skills/10-learn into .agents/skills/10-learn/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "10-learn", 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 ai-driven-dev/framework --skill 10-learn -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ai-driven-dev/framework 10-learn --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/aidd-context/skills/10-learn .cursor/skills/10-learn && 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 "10-learn" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-context/skills/10-learn into .cursor/skills/10-learn/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "10-learn", 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/ai-driven-dev/framework.git --path plugins/aidd-context/skills/10-learn--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 ai-driven-dev/framework --skill 10-learn -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ai-driven-dev/framework 10-learn --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/aidd-context/skills/10-learn .gemini/skills/10-learn && 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 "10-learn" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-context/skills/10-learn into .gemini/skills/10-learn/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "10-learn", 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 ai-driven-dev/framework 10-learnInstalls 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 ai-driven-dev/framework --skill 10-learn -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/aidd-context/skills/10-learn .github/skills/10-learn && 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 "10-learn" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-context/skills/10-learn into .github/skills/10-learn/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "10-learn", 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 ai-driven-dev/framework --skill 10-learn -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ai-driven-dev/framework 10-learn --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ai-driven-dev/framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/aidd-context/skills/10-learn .opencode/skills/10-learn && 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 "10-learn" agent skill from https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-context/skills/10-learn into .opencode/skills/10-learn/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "10-learn", 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
10-learn- GitHub stars
- 513
- Token cost
- ~291 tokens
- SKILL.md length
- 68 words
- Files
- 16 (incl. references, assets)
- Skills in repo
- 46
- Repo updated
- First seen
- Licence
- MIT
At a glance
Capture durable project learnings. An agent skill from ai-driven-dev/framework.
- The user wants to remember
- SKILL.md covers Actions and Transversal rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Formalize a decision
What it does
10 Learn is an agent skill from ai-driven-dev/framework. Capture durable project learnings. Use when the user wants to remember, record, or formalize a decision, convention, lesson, pitfall, reusable workflow, or review finding. Not for preferences or temporary notes.
Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. The skill folder holds 18 other files, including reference files and assets (for example `actions/01-source.md`, `actions/02-gather.md` and `actions/03-assess.md`).
It sits in Development, covering Code review and CI/CD. The repository describes itself as: Marketplace Framework AI-Driven Dev : Context Engineering, Plugins, Agents, Skills, Hooks, Templates, SDLC. The licence is MIT.
When your agent uses it
- The user wants to remember
- Formalize a decision
- Reusable workflow
Example prompts
- “/10-learn”
What it can do on your machine
Read from SKILL.md and the folder at commit 6e30640. 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 mermaid).
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
10 Learn loads about 291 tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 55 tokens; SKILL.md has 68 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
The full file from ai-driven-dev/framework at commit 6e30640, republished under its MIT licence (© ai-driven-dev). 68 words, ~291 tokens.
Download SKILL.mdSave it as
.claude/skills/10-learn/SKILL.md (or your agent's skills folder). This skill also uses 15 other files; get the full folder from GitHub.- name
- 10-learn
- description
- Capture durable project learnings. Use when the user wants to remember, record, or formalize a decision, convention, lesson, pitfall, reusable workflow, or review finding. Not for preferences or temporary notes.
- argument-hint
- conversation | file | diff | review
Learn
flowchart LR
source --> gather --> assess --> write
source -->|"missing, empty, or ambiguous"| sourceStop([stop])
gather -->|"no candidates"| gatherEnd([end])
assess -->|"all covered"| assessEnd([end])
write -->|"memory or ADR"| sync
write -->|"rule or skill"| handoff([handoff])
sync -->|"failure"| syncStop([stop])Actions
Run the flow above. Read only the next action file.
| Action | Does |
|---|---|
| source | identify and challenge the origin |
| gather | read the origin and extract candidates |
| assess | score, reconcile, show, and confirm |
| write | write or hand off approved lessons |
| sync | refresh memory references |
Transversal rules
- Write only the user-approved plan.
- Preserve user edits and touch affected files only.
- Write project files only, never personal or global memory.
© ai-driven-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 15 other files (references, assets) in plugins/aidd-context/skills/10-learn of ai-driven-dev/framework.
- SKILL.md
- actions/01-source.md
- actions/02-gather.md
- actions/03-assess.md
- actions/04-write.md
- actions/05-sync.md
- assets/adr-template.md
- assets/learning-packet.md
- assets/recommendation-table.md
- assets/write-report.md
- references/assessment.md
- references/destinations.md
- references/gather-protocol.md
- references/review-protocol.md
- references/sources.md
- references/sync-arguments.md
Open the folder on GitHubat commit 6e30640
Compare with similar skills
10 Learn 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 |
|---|---|---|---|---|---|---|
| 10 Learn this skillai-driven-dev/framework | 513 | — | ~291 | Automated safety check: Pass | MIT | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Worktrunk Tend CI Guidancemax-sixty/worktrunk | 9k | — | ~6.4k | Automated safety check: Pass | Custom licence | |
| Renovate Actions PR Reviewbacknotprop/plannotator | 9.2k | — | ~640 | Automated safety check: Pass | Apache-2.0 | |
| GitHub Automationruvnet/ruflo | 74k | 2 repos | ~368 | Automated safety check: Pass | MIT | |
| Code ReviewAzure/sap-automation | 145 | — | ~7k | Automated safety check: Pass | MIT |
Similar skills
Worktrunk Tend CI Guidance
max-sixty/worktrunk
Adds Worktrunk-specific rules to the tend CI workflows: Codecov polling, Rust test commands, labels and review criteria for pull requests handled in CI.
Renovate Actions PR Review
backnotprop/plannotator
Reviews Renovate pull requests that bump GitHub Actions by checking pinned SHAs against upstream tags, scanning changelogs and confirming workflows stay compatible.
GitHub Automation
ruvnet/ruflo
GitHub workflow automation, PR management, issue tracking, and code review coordination.
- Official
Code Review
Azure/sap-automation
Review pull requests in the SAP Deployment Automation Framework.
Aster Review CI
Zfinix/aster
Run aster code reviews non-interactively in CI, GitHub Actions, or from another agent.
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Autonomously orchestrates a request from framing to a draft pull request, isolating implementation, independent review, and final outcome challenge.
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Guide a project's journey through AIDD, from first setup to shipping a feature.
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Related
Categories
Questions about 10 Learn
What does 10 Learn do?
Capture durable project learnings. An agent skill from ai-driven-dev/framework. 10 Learn is an agent skill from ai-driven-dev/framework. Capture durable project learnings.
When should I use 10 Learn?
10 Learn fits situations like: the user wants to remember; formalize a decision; reusable workflow.
How do I install 10 Learn in Claude Code?
Run `npx skills add ai-driven-dev/framework --skill 10-learn -a claude-code`. Or copy the skill folder (plugins/aidd-context/skills/10-learn in ai-driven-dev/framework) into .claude/skills/10-learn in your project. Claude Code loads it when a task matches its description.
How do I install 10 Learn in Codex?
Run `npx skills add ai-driven-dev/framework --skill 10-learn -a codex`. Or copy the skill folder (plugins/aidd-context/skills/10-learn in ai-driven-dev/framework) into .agents/skills/10-learn in your project. Codex loads it when a task matches its description.
Can I use 10 Learn 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 ai-driven-dev/framework --skill 10-learn -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/10-learn, .gemini/skills/10-learn, .github/skills/10-learn and .opencode/skills/10-learn in your project.
What does 10 Learn need to run?
SKILL.md names no scripts, command-line tools or credentials: 10 Learn is instructions for the agent only.
Does 10 Learn 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 10 Learn 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 10 Learn use?
10 Learn is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does 10 Learn use?
About 291 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.3k tokens, read only when the agent opens those files.
What are the alternatives to 10 Learn?
Skills that share tags, products or a category with 10 Learn: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Worktrunk Tend CI Guidance (max-sixty/worktrunk, 9k stars), Renovate Actions PR Review (backnotprop/plannotator, 9.2k stars) and GitHub Automation (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains 10 Learn?
ai-driven-dev (a GitHub organization) maintains it in ai-driven-dev/framework, which has 513 GitHub stars. The repository holds 46 skills in this directory. The repository was last updated on October 8, 2026.
Source: ai-driven-dev/framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.