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.
A skill your agent uses when you want to deeply understand an unfamiliar codebase and generate reusable cognitive skills from it, by providing a local path or GitHub URL
No licenceAuto-check passed
Install Deep Code Read
$ npx skills add CiferaTeam/deep-code-reader --skill deep-code-read -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install CiferaTeam/deep-code-reader deep-code-read --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/CiferaTeam/deep-code-reader.git skills-src && mkdir -p .claude/skills && cp -r skills-src/deep-code-read .claude/skills/deep-code-read && 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 "deep-code-read" agent skill from https://github.com/CiferaTeam/deep-code-reader/tree/main/deep-code-read into .claude/skills/deep-code-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-code-read", 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/CiferaTeam/deep-code-reader/tree/main/deep-code-readType 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 CiferaTeam/deep-code-reader --skill deep-code-read -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install CiferaTeam/deep-code-reader deep-code-read --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CiferaTeam/deep-code-reader.git skills-src && mkdir -p .agents/skills && cp -r skills-src/deep-code-read .agents/skills/deep-code-read && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "deep-code-read" agent skill from https://github.com/CiferaTeam/deep-code-reader/tree/main/deep-code-read into .agents/skills/deep-code-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-code-read", 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 CiferaTeam/deep-code-reader --skill deep-code-read -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install CiferaTeam/deep-code-reader deep-code-read --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CiferaTeam/deep-code-reader.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/deep-code-read .cursor/skills/deep-code-read && 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 "deep-code-read" agent skill from https://github.com/CiferaTeam/deep-code-reader/tree/main/deep-code-read into .cursor/skills/deep-code-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-code-read", 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/CiferaTeam/deep-code-reader.git --path deep-code-read--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 CiferaTeam/deep-code-reader --skill deep-code-read -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install CiferaTeam/deep-code-reader deep-code-read --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CiferaTeam/deep-code-reader.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/deep-code-read .gemini/skills/deep-code-read && 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 "deep-code-read" agent skill from https://github.com/CiferaTeam/deep-code-reader/tree/main/deep-code-read into .gemini/skills/deep-code-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-code-read", 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 CiferaTeam/deep-code-reader deep-code-readInstalls 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 CiferaTeam/deep-code-reader --skill deep-code-read -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/CiferaTeam/deep-code-reader.git skills-src && mkdir -p .github/skills && cp -r skills-src/deep-code-read .github/skills/deep-code-read && 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 "deep-code-read" agent skill from https://github.com/CiferaTeam/deep-code-reader/tree/main/deep-code-read into .github/skills/deep-code-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-code-read", 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 CiferaTeam/deep-code-reader --skill deep-code-read -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install CiferaTeam/deep-code-reader deep-code-read --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CiferaTeam/deep-code-reader.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/deep-code-read .opencode/skills/deep-code-read && 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 "deep-code-read" agent skill from https://github.com/CiferaTeam/deep-code-reader/tree/main/deep-code-read into .opencode/skills/deep-code-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deep-code-read", 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
deep-code-read- GitHub stars
- 116
- Token cost
- ~3.5k tokens
- SKILL.md length
- 1,900 words
- Files
- 4
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when you want to deeply understand an unfamiliar codebase and generate reusable cognitive skills from it, by providing a local path or GitHub URL
- Works in 7 steps: Prepare → Scan → Deep Read (Agent A) → …
- You want to deeply understand an unfamiliar codebase and generate reusable cognitive skills from it
- SKILL.md covers Usage, Full Flow and Key Rules
- Calls git; reaches github.com
What it does
Deep Code Read is an agent skill from CiferaTeam/deep-code-reader. Use when you want to deeply understand an unfamiliar codebase and generate reusable cognitive skills from it, by providing a local path or GitHub URL
Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `agent-a-prompt.md`, `agent-b-prompt.md` and `agent-c-prompt.md`).
It works with GitHub. The repository describes itself as: Coder reader skills that help you understand a repo and generate knowledge skills.
When your agent uses it
- You want to deeply understand an unfamiliar codebase and generate reusable cognitive skills from it
- By providing a local path
Example prompts
- “/deep-code-read”
Requirements
- Python 3
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Prepare
- Scan
- Deep Read (Agent A)
- Verify (ABC Loop)
- Generate Global Index
- User Acceptance
- Cleanup
What it can do on your machine
Read from SKILL.md and the folder at commit 0aa2fee. 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
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
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
Deep Code Read loads about 3.5k tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 1,900 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 1,900 words (~3,546 tokens).
“Systematically read and understand a codebase, producing a set of verified cognitive skills that capture deep knowledge — module capabilities, design logic, data structures, state flow, and modification guides.”
- name
- deep-code-read
- version
- 1.0.0
- homepage
- https://github.com/CiferaTeam/deep-code-reader
Files
SKILL.md and 3 other files in deep-code-read of CiferaTeam/deep-code-reader.
- SKILL.md
- agent-a-prompt.md
- agent-b-prompt.md
- agent-c-prompt.md
Open the folder on GitHubat commit 0aa2fee
Compare with similar skills
Deep Code Read 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 |
|---|---|---|---|---|---|---|
| Deep Code Read this skillCiferaTeam/deep-code-reader | 116 | — | ~3.5k | Automated safety check: Pass | None | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Greplooponyx-dot-app/onyx | 32k | 4 repos | ~3.3k | Automated safety check: Pass | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Diagnosing Superpowers Sessionsobra/superpowers | 297k | 3 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Update V8 Versionopeninterpreter/openinterpreter | 69k | 2 repos | ~845 | Automated safety check: Pass | Apache-2.0 |
Similar skills
Greploop
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
GitHub Deep Research
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Diagnosing Superpowers Sessions
obra/superpowers
Investigates a session where Superpowers went wrong, reads the transcripts on disk and produces an evidence-cited report, optionally prepared as a bug report for the maintainers.
Update V8 Version
openinterpreter/openinterpreter
Bumps the pinned v8 and rusty_v8 versions in Codex, validates the release-candidate path with the v8-canary check, and traces failures to upstream build changes.
Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
Related
Works with
Questions about Deep Code Read
What does Deep Code Read do?
A skill your agent uses when you want to deeply understand an unfamiliar codebase and generate reusable cognitive skills from it, by providing a local path or GitHub URL. Deep Code Read is an agent skill from CiferaTeam/deep-code-reader.
When should I use Deep Code Read?
Deep Code Read fits situations like: you want to deeply understand an unfamiliar codebase and generate reusable cognitive skills from it; by providing a local path.
How do I install Deep Code Read in Claude Code?
Run `npx skills add CiferaTeam/deep-code-reader --skill deep-code-read -a claude-code`. Or copy the skill folder (deep-code-read in CiferaTeam/deep-code-reader) into .claude/skills/deep-code-read in your project. Claude Code loads it when a task matches its description.
How do I install Deep Code Read in Codex?
Run `npx skills add CiferaTeam/deep-code-reader --skill deep-code-read -a codex`. Or copy the skill folder (deep-code-read in CiferaTeam/deep-code-reader) into .agents/skills/deep-code-read in your project. Codex loads it when a task matches its description.
Can I use Deep Code Read 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 CiferaTeam/deep-code-reader --skill deep-code-read -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deep-code-read, .gemini/skills/deep-code-read, .github/skills/deep-code-read and .opencode/skills/deep-code-read in your project.
What does Deep Code Read need to run?
Going by SKILL.md and its folder, Deep Code Read needs the command-line tools its instructions call (git). Our summary lists: Python 3.
Does Deep Code Read access the network?
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Deep Code Read 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 Deep Code Read use?
No licence was found for Deep Code Read or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Deep Code Read use?
About 3.5k tokens (SKILL.md is roughly 14k 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 Deep Code Read?
Skills that share tags, products or a category with Deep Code Read: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Greploop (onyx-dot-app/onyx, 32k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars) and Diagnosing Superpowers Sessions (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 Deep Code Read?
CiferaTeam (a GitHub organization) maintains it in CiferaTeam/deep-code-reader, which has 116 GitHub stars. The repository was last updated on September 5, 2026.
Source: CiferaTeam/deep-code-reader on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.