菜单
Use with DecisionsAI when a ticket or workflow needs internet research — social posts, articles, video subtitles, GitHub, RSS, or competitor scans. Routes through Agent Reach upstream tools; run agent-reach doctor first.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
MUST USE when user wants to research/search/look up/find anything on the internet — e.g. "research this topic", "do a deep dive on X", "search the web for X", "see what people say about X", "look this up". Also MUST USE when user mentions any platform or shares any URL/link: Twitter/X, Reddit, Facebook, Instagram, YouTube, GitHub, Bilibili, XiaoHongShu, Xiaoyuzhou Podcast, LinkedIn/jobs/recruiting, V2EX, Xueqiu (stocks), RSS. 15 platforms, multi-backend routing (OpenCLI / per-platform CLIs / APIs). Zero config for 6 channels. Run `agent-reach doctor --json` to see which backend serves each platform right now. NOT for: writing reports/analysis/translation (this skill only FETCHES internet content); posting/commenting/liking (write operations); platforms that already have a dedicated skill installed (prefer that skill).
Dark-themed cloud-platform aesthetic with modular grids, glass-like panels, and strong data hierarchy for productivity dashboards.
Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.
Turn ordinary text plans into rich interactive visual plans with diagrams, file maps, annotated code, open questions, and UI/prototype review when useful.
Turn a PR, branch, commit, or git diff into an interactive visual recap with diagrams, file maps, API/schema summaries, annotated diffs, and focused review notes.
Pick a design aesthetic from awesome-design-skills — bundled minimal/professional/enterprise/shadcn/bento; full catalog in reference for on-demand load.
| name | decisions-agent-reach |
| description | Use with DecisionsAI when a ticket or workflow needs internet research — social posts, articles, video subtitles, GitHub, RSS, or competitor scans. Routes through Agent Reach upstream tools; run agent-reach doctor first. |
I am fetching external sources so the user can decide or ship with evidence — not inventing citations.
Agent Reach installs and routes upstream CLIs. Decisions adds workflow discipline: scope, evidence packets, and harness reporting.
content-engine, article-writing) need primary sourcesdecisions-ui-ideation), or posting/commenting on social platformsagent-reach doctor --json — use each platform's active_backend./tmp/ or cite URLs — never write fetch artifacts into the project repo unless the ticket asks for committed research notes.Sources: bullet list with URLsMethod: platform + backend usedSummary: what matters for the ticket decisionIf agent-reach is missing:
Install Agent Reach: https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md
Or from Decisions reference clone (after bin/setup.py):
pip install -e ../reference/agent-reach
agent-reach install --env=auto
Safe mode on shared servers: agent-reach install --env=auto --safe
| Task | Also use |
|---|---|
| UI informed by trends | decisions-ui-ideation, decisions-design-references |
| Article from research | content-engine, article-writing |
| Verify a shipped page | browser-qa, decisions-playwright |
| Minimal implementation | ponytail |
Read the projected agent-reach skill (references/*.md) — it is the source of truth for per-platform commands and retry chains.
Reference repo (local): ../reference/agent-reach from DecisionsAI parent folder.