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.
Use Issue Finder scout and assess to discover and investigate GitHub issues in Codex.
$ npx skills add lifuyue/issue-finder --skill issue-finder-cli -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lifuyue/issue-finder issue-finder-cli --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/lifuyue/issue-finder.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/issue-finder-cli .claude/skills/issue-finder-cli && 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 "issue-finder-cli" agent skill from https://github.com/lifuyue/issue-finder/tree/main/skills/issue-finder-cli into .claude/skills/issue-finder-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-finder-cli", 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/lifuyue/issue-finder/tree/main/skills/issue-finder-cliType 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 lifuyue/issue-finder --skill issue-finder-cli -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lifuyue/issue-finder issue-finder-cli --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lifuyue/issue-finder.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/issue-finder-cli .agents/skills/issue-finder-cli && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "issue-finder-cli" agent skill from https://github.com/lifuyue/issue-finder/tree/main/skills/issue-finder-cli into .agents/skills/issue-finder-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-finder-cli", 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 lifuyue/issue-finder --skill issue-finder-cli -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lifuyue/issue-finder issue-finder-cli --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lifuyue/issue-finder.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/issue-finder-cli .cursor/skills/issue-finder-cli && 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 "issue-finder-cli" agent skill from https://github.com/lifuyue/issue-finder/tree/main/skills/issue-finder-cli into .cursor/skills/issue-finder-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-finder-cli", 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/lifuyue/issue-finder.git --path skills/issue-finder-cli--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 lifuyue/issue-finder --skill issue-finder-cli -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lifuyue/issue-finder issue-finder-cli --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lifuyue/issue-finder.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/issue-finder-cli .gemini/skills/issue-finder-cli && 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 "issue-finder-cli" agent skill from https://github.com/lifuyue/issue-finder/tree/main/skills/issue-finder-cli into .gemini/skills/issue-finder-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-finder-cli", 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 lifuyue/issue-finder issue-finder-cliInstalls 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 lifuyue/issue-finder --skill issue-finder-cli -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/lifuyue/issue-finder.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/issue-finder-cli .github/skills/issue-finder-cli && 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 "issue-finder-cli" agent skill from https://github.com/lifuyue/issue-finder/tree/main/skills/issue-finder-cli into .github/skills/issue-finder-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-finder-cli", 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 lifuyue/issue-finder --skill issue-finder-cli -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install lifuyue/issue-finder issue-finder-cli --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lifuyue/issue-finder.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/issue-finder-cli .opencode/skills/issue-finder-cli && 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 "issue-finder-cli" agent skill from https://github.com/lifuyue/issue-finder/tree/main/skills/issue-finder-cli into .opencode/skills/issue-finder-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-finder-cli", 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.
issue-finder-cliUse Issue Finder scout and assess to discover and investigate GitHub issues in Codex.
Issue Finder CLI is an agent skill from lifuyue/issue-finder. Use Issue Finder scout and assess to discover and investigate GitHub issues in Codex. Codex owns issue selection, workspace preparation, reproduction, repair, validation, review, and authorized PR delivery.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `agents/openai.yaml`, `references/install.md` and `references/tools.md`).
It works with GitHub. The repository describes itself as: Local-first handoff prep for developers using coding agents. The licence is MIT.
Read from SKILL.md and the folder at commit 77aa6b9. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Issue Finder CLI loads about 2.2k tokens when it runs, and up to ~7.9k if it reads all its reference files. Until then it costs about 56 tokens; SKILL.md has 1,020 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.
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.
The full file from lifuyue/issue-finder at commit 77aa6b9, republished under its MIT licence (© lifuyue). 1,020 words, ~2,162 tokens.
.claude/skills/issue-finder-cli/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Use this skill for GitHub issue discovery and assessment in Codex. The business
contract contains only issue-finder.scout and issue-finder.assess. Codex owns
selection, workspace preparation, reproduction, repair, validation, review, and
PR delivery according to the user's scope and repository instructions. The CLI
provides evidence and bounded Decision model screening inside scout; its ranking never grants or withdraws repair authorization.
assess; skip discovery.scout,
then assess for candidates whose evidence matters to the choice.repo when known; omission allows
discovery across repositories.Cloud environment setup owns the installed CLI, dependencies, PATH, and supported credential configuration. See installation for that configuration. An existing installation can be checked with:
issue-finder tools listRequire sessionContractVersion: 2 and exactly issue-finder.scout and
issue-finder.assess; catalog entries use separate namespace and name fields.
The default tool profile is session; --profile session is also explicit.
Read the installed argument schemas. Return actual installation, configuration,
authentication, or network errors to the user when they block progress. No
independent readiness call is required. An incompatible installed release must
be updated in the execution environment; do not silently switch to another tool
profile.
Start broad interest-based discovery with the curated feed:
issue-finder tools call issue-finder.scout --arguments '{"limit":8,"profile":{"techStack":["Rust"],"keywords":["cli"]}}'For a controlled search:
issue-finder tools call issue-finder.scout --arguments '{"repo":"owner/repo","limit":8,"search":{"query":"label:bug","sort":"updated","order":"desc","page":1,"perPage":30,"maxPages":2,"apiBudget":120},"profile":{"techStack":["Rust"],"keywords":["cli"]}}'Omit search for the curated feed. Global searches need relevant terms or
qualifiers. repo is a hard scope boundary. GitHub search.sort controls
retrieval; Issue Finder ranks the retrieved issues separately. Read pagination,
filter reasons, warnings, and API budget before expanding one search dimension.
Pass only established preferences. Carry the resolved scout profile into
subsequent assess calls, including comment pages. Optional
profile.taskPreferences carries explicit task inclusion/exclusion preferences
(up to 4000 characters), for example "avoid documentation polishing"; do not
invent preferences. All profile overrides are per-call;
omission restores configured defaults. Inspect inherited defaults rather than
attributing them to the user's stated interests. See parameters and outputs.
issue-finder tools call issue-finder.assess --arguments '{"issue":"owner/repo#123","commentsPage":1,"commentsPerPage":30,"profile":{"techStack":["Rust"],"keywords":["cli"]}}'Scout defaults to Alibaba decision-model-preview; Cloudflare clef-flash and
the Codex app-server (gpt-6-luna, reasoning disabled) are explicit alternatives.
All use the seven semantic questions (scout-semantics-v2). Default
[decision].concurrency = 4 is positive with no additional upper cap. Each issue
receives one request with all seven questions and their own criteria/material.
The Codex fallback uses one app-server with independent issue threads. Native
providers retain service probabilities; Codex does not supply them. Neither
probabilities nor confidence establish verified GitHub facts. Provider errors
do not silently switch models. Candidate failures are isolated, with at most one retry for a
retryable server response within the original timeout. Inspect each candidate's
decision status, question version, answers, material scope, input hash and snapshot
path, plus execution diagnostics. Failure and budget-skipped screening remain visible; there is no semantic keyword fallback.
See provider configuration for credentials,
explicit selection, and runtime acceptance; do not put secrets in tool arguments.
These answers describe supplied material, not verified fixes or ownership.
working, fix_claimed and conflicting are soft reminders to check current
GitHub evidence, not automatic competition exclusions. Evaluate documentation,
content, generated, event and rewarded tasks by their concrete change, clarity,
scope and established preferences; do not invent task-form exclusions.
Scout checks fresh availability before screening and rechecks provisional results
before display, backfilling from its bounded pool within the existing API budget.
Inspect each candidate's availability: issue state, assignees, archive/lock state,
checked time, coverage, verified PR identities/relations and uncertainties.
Assess performs fresh final-depth availability checks without a model request.
Read the issue body, relevant discussion, competition, repository activity,
assessment reasons, and warnings. Follow issue.nextCommentsPage as needed and
inspect commentsTruncated and totalComments. Scores and low repository star
counts inform recommendations; they do not block an authorized investigation or
repair. A retrieved diagnostic candidate is an investigation lead, not a vetted
recommendation.
partial, failed requests, truncated discussions, or a clear competition score
do not prove that no competing PR exists. Check relevant linked and unlinked PRs
and current repository code when the choice depends on them. A PR number belongs
to its repository; closed is distinct from merged. Explicit
closing directives targeting this issue carry more weight than mentions or search
matches. A verified merged resolution PR into this repository's default branch
requires reading current code; it does not prove the reported behavior is fixed.
Branch-specific or cross-repository merges retain their scope. Unresolved search
leads and incomplete evidence remain unknown. Repository evidence can reveal an
existing fix, retired feature or unresolved product decision.
Tool success concerns discovery or assessment only. GitHub read access does not
establish fork, push, or upstream PR permissions; local checks do not establish
PR creation, CI success, or merge status.
Use refresh: true when cached assessment evidence may be stale, on resuming an
old investigation, or before acting on an issue whose ownership or competing
work may have changed. assess reads the requested issue/discussion page at call
time; refresh also refreshes its cached assessment evidence. Availability checks
always fetch fresh GitHub facts, independent of the six-hour semantic cache.
Scout judgments remain tied to their earlier material snapshot. Assess reports
semantic judgment
as not evaluated for its fresh context; do not present scout answers as newly
verified facts. Schema 1 eight-question replay files preserve historical scores,
visibility and order after original-contract validation; they are not current v2
screening or cache entries. Request additional comment pages only when relevant.
Avoid repeatedly refreshing the whole shortlist.
Honor rate-limit and retry information. On a secondary limit, stop expanding search and share the budget across authorized parallel work. Retry only after a resolved error, changed input, or indicated retry window can yield progress.
The CLI can automatically record shown/read events for ranking. Historical
manual dismissed/done and prepared states are ignored by this Codex contract;
there is no cross-chat manual ignore/restore entry. CLI state does not record
Codex's implementation or PR outcome. Do not replace removed lifecycle tools
with a hidden workflow inside scout or assess.
© lifuyue, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (references) in skills/issue-finder-cli of lifuyue/issue-finder.
Open the folder on GitHubat commit 77aa6b9
Issue Finder CLI 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 |
|---|---|---|---|---|---|---|
| Issue Finder CLI this skilllifuyue/issue-finder | 145 | — | ~2.2k | Automated safety check: Pass | MIT | |
| 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 |
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
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.
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.
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.
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.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
Works with
Use Issue Finder scout and assess to discover and investigate GitHub issues in Codex. Issue Finder CLI is an agent skill from lifuyue/issue-finder. Use Issue Finder scout and assess to discover and investigate GitHub issues in Codex.
Run `npx skills add lifuyue/issue-finder --skill issue-finder-cli -a claude-code`. Or copy the skill folder (skills/issue-finder-cli in lifuyue/issue-finder) into .claude/skills/issue-finder-cli in your project. Claude Code loads it when a task matches its description.
Run `npx skills add lifuyue/issue-finder --skill issue-finder-cli -a codex`. Or copy the skill folder (skills/issue-finder-cli in lifuyue/issue-finder) into .agents/skills/issue-finder-cli in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lifuyue/issue-finder --skill issue-finder-cli -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/issue-finder-cli, .gemini/skills/issue-finder-cli, .github/skills/issue-finder-cli and .opencode/skills/issue-finder-cli in your project.
SKILL.md names no scripts, command-line tools or credentials: Issue Finder CLI is instructions for the agent only.
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.
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.
Issue Finder CLI is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.2k tokens (SKILL.md is roughly 8.6k 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 5.8k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Issue Finder CLI: 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.
lifuyue (a GitHub user) maintains it in lifuyue/issue-finder, which has 145 GitHub stars. The repository was last updated on October 2, 2026.
Source: lifuyue/issue-finder on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.