GitHub repository access in containerized environments using REST API and credential detection. Use when git clone fails, or when accessing private repos/writing files via API.
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Open a GitHub PR via API as a flowing graph — branch + push + create_pr + mergeable poll, with structural protection against pushing to main/master/etc. Use when a Claude Code or Claude.ai container needs to land changes on GitHub via the API (no git CLI required) and the prose "create branch, push, open PR, wait for mergeable" workflow keeps drifting under context pressure.
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安装前可以查看交给 AI 代理的指令内容。
A flowing graph that turns the imperative "create branch, push files,
open a PR, poll mergeable_state" workflow into a structural DAG. The
"NEVER push directly to main" rule is encoded as a validate= gate that
physically can't be skipped.
from opening_prs import open_pr
result = open_pr(
repo="owner/repo",
branch_name="feat/cool-thing",
title="Add cool thing",
body="## Summary\n\n...",
files=[
("src/cool.py", "<file content>"),
("docs/cool.md", "<file content>"),
],
base="main", # default; protected names are also rejected
)
print(result["pr_url"]) # https://github.com/.../pull/N
print(result["mergeable_state"]) # clean | dirty | unstable | behind | blocked
The gh pr create workflow (or hand-rolled API calls) has five steps in
prose form:
mergeable_state until GitHub finishes computing itEach step has known failure modes:
main — the diagnosed pattern that
motivated github-procedures §6 in the first place.mergeable_state: null immediately after
creation. Need to poll. "Wait a few seconds and check" is prose, not a
procedure — so it gets skipped under context pressure.This skill encodes both as flowing primitives:
determine_branch ──▶ guard ──▶ get_base_head ──▶ create_branch
│ │
│ ▼
│ push_files
│ │
│ ▼
│ create_pr
│ / \
│ ▼ ▼
│ wait_mergeable present_pr [terminal]
│
└─ validate=must_not_be_base_branch
validate=must_not_be_base_branch rejects branch_name in {"main", "master", "trunk", "production", "prod"} — case-insensitive
— and the configured base itself. The body of create_branch never
fires for a protected name. No GitHub API call happens for an
invalid branch name.
retry_until=lambda r: r["mergeable_state"] in SETTLED_STATES
consumes the retry budget while GitHub computes the merge result.
unknown and null keep polling; settled states (clean, dirty,
unstable, behind, blocked) stop. Exhaustion is soft: the PR is
still presented with the last observed state.
Requires GH_TOKEN (or GITHUB_TOKEN) in the environment. Classic PAT
or fine-grained PAT with repo scope.
import os
os.environ["GH_TOKEN"] = "ghp_..." # or load from a .env file
The skill sends User-Agent: opening-prs on every API call. (GitHub
returns 401 "Bad credentials" without a UA, regardless of token
validity. Common trap.)
{
"pr_url": "https://github.com/owner/repo/pull/N",
"pr_number": 42,
"pr_state": "open",
"branch": "feat/cool-thing",
"base": "main",
"head_sha": "abc123...",
"mergeable_state": "clean",
"files_pushed": ["src/cool.py", "docs/cool.md"],
"detached_failures": [],
}
Raises RuntimeError only if the main DAG fails (validate, branch
creation, file push, or PR creation). Mergeable polling exhaustion is a
soft failure — the PR exists, the field just isn't computed yet.
open_pr(
...,
mergeable_poll_retries=8, # default 8
mergeable_poll_base_ms=2000, # default 2s
mergeable_poll_max_ms=8000, # default 8s (cap on exponential backoff)
)
git push if you
have the CLI.flowing — the DAG runner this skill is built onclosing-issues — the symmetric "close + synthesize" flowaccessing-github-repos skill for byte-layer GitHub access patterns还没有评价。欢迎分享你的使用感受。
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GitHub repository access in containerized environments using REST API and credential detection. Use when git clone fails, or when accessing private repos/writing files via API.
中文简介正在准备中。当前显示原文说明。
Decide which model, effort level, and cascade shape each subagent gets, and how to keep improvement loops safe (evaluator-as-selector, stop on regression). Routes on measured cost-per-completed-task rather than per-token price, because a tier's token count varies more by task shape than price varies across tiers. Covers per-model effort semantics, the concision lever, cascade preconditions, context handoff, and watching a subagent fan-out live. Use when choosing a subagent's model or effort, when choosing how to escalate a failed attempt, or when asked which model or effort a task should get. Grounded in a 2026-07 calibration, a 2026-08 coding-cost study, a 2026-09 seeded-bug repair battery, a 2026-10 Haiku 5.5 ladder priced per spawn, and a 2026-10 retry-versus-escalation ladder on 295 SWE-bench Verified tasks; Managed Agents API specifics are operational, not calibrated.
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Securely manages API credentials for multiple providers (Anthropic Claude, Google Gemini, GitHub). Use when skills need to access stored API keys for external service invocations.
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Guidance for asking clarifying questions when user requests are ambiguous, have multiple valid approaches, or require critical decisions. Use when implementation choices exist that could significantly affect outcomes.
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Pre-change blast-radius report for a symbol or file. Walks tree-sitting references, augments with a plain-text scan over non-parsed files (configs, plain docs), and clusters affected sites by feature (`_FEATURES.md`) or top-level package. Use when about to refactor, rename, or delete something in a repo you don't own — "what breaks if I change `validateUser`", "who calls this", "is this safe to remove", "where is this used", "blast radius", "impact analysis". This is the CONVERGENT pre-change risk skill — for "what is this repo?" use exploring-codebases; for "where is X?" use searching-codebases.
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Read Bluesky/ATProto without depending on Bluesky's AppView — interactions on a user's posts, thread replies, any repo's records, network-wide backlinks across every lexicon, an account's handle and PDS history, which collections are active network-wide, and layer-by-layer outage diagnosis. Use when bsky.app or the AppView is down or slow, when a Bluesky read returns timeouts or 5xx, when asked who liked/replied/quoted/reposted something, when pulling live Bluesky context cheaply, when reading records straight from a PDS, when asked who references a record or account anywhere on the network, whether an account has changed handle or migrated servers, or which lexicons and non-Bluesky apps are active on atproto. Complements browsing-bluesky, which routes everything through the AppView and fails when it does.
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