Audit Analysis
claesbackman/AI-research-feedback
Adversarially audit changed analysis code against a base ref, hunting for correctness errors in sample construction, merges, variable construction, silent failures, and clustering or fixed effects.
A-share sector research: computes board-wide Top N gainers, cross-checks week/month announcement windows across two sources, and grades market-sentiment evidence (L1–L3), via parallel Agent Team…
$ npx skills add daymade/claude-code-skills --skill daymade-sector-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install daymade/claude-code-skills daymade-sector-research --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/daymade/claude-code-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/daymade-financial/daymade-sector-research .claude/skills/daymade-sector-research && 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 "daymade-sector-research" agent skill from https://github.com/daymade/claude-code-skills/tree/main/daymade-financial/daymade-sector-research into .claude/skills/daymade-sector-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "daymade-sector-research", 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/daymade/claude-code-skills/tree/main/daymade-financial/daymade-sector-researchType 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 daymade/claude-code-skills --skill daymade-sector-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install daymade/claude-code-skills daymade-sector-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/daymade/claude-code-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/daymade-financial/daymade-sector-research .agents/skills/daymade-sector-research && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "daymade-sector-research" agent skill from https://github.com/daymade/claude-code-skills/tree/main/daymade-financial/daymade-sector-research into .agents/skills/daymade-sector-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "daymade-sector-research", 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 daymade/claude-code-skills --skill daymade-sector-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install daymade/claude-code-skills daymade-sector-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/daymade/claude-code-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/daymade-financial/daymade-sector-research .cursor/skills/daymade-sector-research && 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 "daymade-sector-research" agent skill from https://github.com/daymade/claude-code-skills/tree/main/daymade-financial/daymade-sector-research into .cursor/skills/daymade-sector-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "daymade-sector-research", 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/daymade/claude-code-skills.git --path daymade-financial/daymade-sector-research--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 daymade/claude-code-skills --skill daymade-sector-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install daymade/claude-code-skills daymade-sector-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/daymade/claude-code-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/daymade-financial/daymade-sector-research .gemini/skills/daymade-sector-research && 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 "daymade-sector-research" agent skill from https://github.com/daymade/claude-code-skills/tree/main/daymade-financial/daymade-sector-research into .gemini/skills/daymade-sector-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "daymade-sector-research", 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 daymade/claude-code-skills daymade-sector-researchInstalls 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 daymade/claude-code-skills --skill daymade-sector-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/daymade/claude-code-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/daymade-financial/daymade-sector-research .github/skills/daymade-sector-research && 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 "daymade-sector-research" agent skill from https://github.com/daymade/claude-code-skills/tree/main/daymade-financial/daymade-sector-research into .github/skills/daymade-sector-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "daymade-sector-research", 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 daymade/claude-code-skills --skill daymade-sector-research -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install daymade/claude-code-skills daymade-sector-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/daymade/claude-code-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/daymade-financial/daymade-sector-research .opencode/skills/daymade-sector-research && 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 "daymade-sector-research" agent skill from https://github.com/daymade/claude-code-skills/tree/main/daymade-financial/daymade-sector-research into .opencode/skills/daymade-sector-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "daymade-sector-research", 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.
daymade-sector-researchA-share sector research: computes board-wide Top N gainers, cross-checks week/month announcement windows across two sources, and grades market-sentiment evidence (L1–L3), via parallel Agent Team…
Daymade Sector Research is an agent skill from daymade/claude-code-skills. A-share sector research: computes board-wide Top N gainers, cross-checks week/month announcement windows across two sources, and grades market-sentiment evidence (L1–L3), via parallel Agent Team execution with fresh-context adversarial verification. Use for 「XX 行业 Top N/Top 10 标的」, 「这些标的最近一周/一个月发过哪些公告」, 「判断 XX 行业/板块现在的市场情绪」, or 「用 Agent Team 做行业投研」/对抗验证行业研究结论。
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `references/agent-orchestration.md`, `references/cninfo-announcements.md` and `references/gangtise-scout.md`).
It sits in Agent Workflows, covering Subagents and Reproducible research. The repository describes itself as: Professional Claude Code skills marketplace featuring production-ready skills for enhanced development workflows. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 0e52df5. 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.
Ships 2 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3uvcurlFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
finance.sina.com.cnFrom 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.
Daymade Sector Research loads about 1.1k tokens when it runs, and up to ~6.4k if it reads all its reference files. Until then it costs about 97 tokens; SKILL.md has 274 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); the scripts in this folder are not scanned.
The full file from daymade/claude-code-skills at commit 0e52df5, republished under its MIT licence (© daymade). 274 words, ~1,134 tokens.
.claude/skills/daymade-sector-research/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.对某个申万行业/东财板块做一次完整投研交付:Top N 涨幅标的 → 公告窗口检索 → 市场情绪判断 → Agent Team 对抗验证 → 综合报告。
model:'sonnet';SendMessage 交付协议;每条 finding 带可证伪锚点;验证用 fresh-context 对抗性 agent;禁 spawn 重复 agent。Phase 0 数据能力侦察 → 必要时 pivot 公开源
Phase 1 并行三 agent:Top N 名单 / 涨跌幅分桶分布 / 情绪证据清单
Phase 2 公告检索:Top N 全标的 × 周窗口 + 月窗口,双源交叉
Phase 3 对抗验证:fresh-context agent 复核假设(用户原话:「看哪些假设是错的」)
Phase 4 综合报告:名单 + 公告 + 情绪分级 + 显式不确定标注若用户点名 Gangtise(或其官方 skill),先侦察可用性再决定数据源:
quote.py、stockpool.py、get_industries.py)而内容搜索端点全报 POINT_NOT_ENOUGH → 这是积分不足的整体性解释,同一凭据一通一挂已否定「网络/配置问题」;若不同端点表现不一致,别急着下「额度耗尽」结论,做对照实验(换端点/换参数/最小请求)。派 3 个并行 agent(显式 sonnet),每个 prompt 附可证伪锚点要求:
| Agent | 交付物 | 数据链 |
|---|---|---|
| Top N 名单 | top{N}_{board}_{日期}.csv | scripts/top_n_pipeline.py(东财成分股 → 新浪快照 → 涨幅排序) |
| 涨跌分桶分布 | distribution_{board}_{日期}.csv + 市场宽度结论 | 全板块快照按 6 分桶(>5%/2-5%/0-2%/0%/-2-0%/<-2%)+ up/down/flat 汇总,六桶 count 加和必须等于 total |
| 情绪证据清单 | 分层证据表(L1/L2/L3 各列) | 一手行情 + 媒体检索 |
行情与板块接口细节 → references/market-data.md;情绪证据方法与信源 → references/sentiment-evidence.md。
对 Top N 全标的查公告,周窗口(近 7 天)与月窗口(近 31 天)互斥分桶:
# 脚本路径按本 skill 安装目录(SKILL.md 同级目录下的 scripts/)执行,示例用相对路径仅指 skill 包内
cd <本 skill 安装目录>
env -u http_proxy -u https_proxy -u all_proxy -u HTTP_PROXY -u HTTPS_PROXY -u ALL_PROXY \
python3 scripts/ann_query.py --codes 002219,600613,920946 \
--end 2026-08-13 --out-dir /path/out \
--universe-csv /path/top10_xxx.csv脚本内置:巨潮 orgId 一律 topSearch 解析(禁按市场自拼,深市双形态/沪市前导零/科创板 gfbj 均实测拼错即假阴)、B 股(900/200 开头)自动转对应 A 股代码检索、双源交叉与类型回填、两源翻页、月窗 0 条自动扩宽窗判据(宽窗最新日期 vs 月窗起点)、URL 抽查。orgId 陷阱与接口形态 → references/cninfo-announcements.md。
分桶规则:公告日期落在周窗口内标 1周,否则(仍在月窗口内)标 1月,互斥不重复。输出表头:股票代码,股票名称,公告标题,公告日期,公告类型(如有),公告URL,时间窗口(1周|1月)。
必做验证:① 双源交叉(巨潮 vs 东财)计数一致;② 0 条标的扩宽窗确认「真无」;③ 两源覆盖不完全一致(部分投关类公告仅东财有、部分巨潮也收录),东财独有条目补并集并按 URL 域名标注来源。
派 2 个 fresh-context 对抗性 agent(不 fork,不共享本会话上下文),各自带验证轴:
每个 agent 的 finding 必须带可证伪锚点(具体数值/URL/命令输出),prompt 中明令「编造不如标不确定」。验证结果在综合报告中单独成节:哪些假设被推翻、哪些被确认、哪些无法验证。编排细节 → references/agent-orchestration.md。
交付结构:
报告数值一律照抄落盘 CSV,禁止凭记忆转写。
env -u http_proxy -u https_proxy -u all_proxy -u HTTP_PROXY -u HTTPS_PROXY -u ALL_PROXYuv run --no-project 或系统 python3(脚本 stdlib only)https://finance.sina.com.cn;东财公告接口可不带 Referer(实测);北交所公告不单独走 bse.cn(官网接口三重失效,走巨潮 gfbj 通道)curl --resolve 直连真实 IP(见 references/market-data.md)© daymade, 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 7 other files (scripts, references) in daymade-financial/daymade-sector-research of daymade/claude-code-skills.
Open the folder on GitHubat commit 0e52df5
Daymade Sector Research 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 |
|---|---|---|---|---|---|---|
| Daymade Sector Research this skilldaymade/claude-code-skills | 1.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Audit Analysisclaesbackman/AI-research-feedback | 495 | — | ~1.1k | Automated safety check: Notes | MIT | |
| Tech Article Reproducibilitymizchi/skills | 360 | — | ~1.4k | Automated safety check: Pass | None | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 7 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 37 repos | ~1.2k | Automated safety check: Pass | None | |
| Dispatching Parallel Agentsultralisp/ultralisp | 258 | 40 repos | ~1.5k | Automated safety check: Pass | None |
claesbackman/AI-research-feedback
Adversarially audit changed analysis code against a base ref, hunting for correctness errors in sample construction, merges, variable construction, silent failures, and clustering or fixed effects.
mizchi/skills
Evaluate the reproducibility of technical articles. An agent skill from mizchi/skills.
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
daymade/claude-code-skills
This skill should be used when comparing two videos to analyze compression results or quality differences.
daymade/claude-code-skills
Generates professional animated CLI demos as GIFs using VHS terminal recordings.
daymade/claude-code-skills
Converts DOCX/PDF/PPTX and saved HTML/HTM to high-quality Markdown with automatic post-processing.
daymade/claude-code-skills
Generates several distinct, clickable HTML interaction prototypes for one product surface into a Design Board and collects selection/remix feedback before implementation.
daymade/claude-code-skills
Creates, edits and benchmarks skills; supersedes the official skill-creator plugin, so when both are listed, use this one.
daymade/claude-code-skills
Diagnoses and repairs repository setup and guarded Git workflows for Claude Code or Codex — environment repair, startup sync, hook auditing, collaborator handoff.
Categories
A-share sector research: computes board-wide Top N gainers, cross-checks week/month announcement windows across two sources, and grades market-sentiment evidence (L1–L3), via parallel Agent Team…. Daymade Sector Research is an agent skill from daymade/claude-code-skills. A-share sector research: computes board-wide Top N gainers, cross-checks week/month announcement windows across two sources, and grades market-sentiment evidence (L1–L3), via parallel Agent Team execution with fresh-context adversarial verification.
Daymade Sector Research fits situations like: 「XX 行业 Top N/Top 10 标的」; 「这些标的最近一周/一个月发过哪些公告」; 「判断 XX 行业/板块现在的市场情绪」; 「用 Agent Team 做行业投研」/对抗验证行业研究结论.
Run `npx skills add daymade/claude-code-skills --skill daymade-sector-research -a claude-code`. Or copy the skill folder (daymade-financial/daymade-sector-research in daymade/claude-code-skills) into .claude/skills/daymade-sector-research in your project. Claude Code loads it when a task matches its description.
Run `npx skills add daymade/claude-code-skills --skill daymade-sector-research -a codex`. Or copy the skill folder (daymade-financial/daymade-sector-research in daymade/claude-code-skills) into .agents/skills/daymade-sector-research 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 daymade/claude-code-skills --skill daymade-sector-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/daymade-sector-research, .gemini/skills/daymade-sector-research, .github/skills/daymade-sector-research and .opencode/skills/daymade-sector-research in your project.
Going by SKILL.md and its folder, Daymade Sector Research needs Python for the scripts in its folder and the command-line tools its instructions call (python3, uv and curl). Our summary lists: Python 3.
SKILL.md names 1 domain. In commands or code: finance.sina.com.cn; the agent is likely to contact it when it follows the instructions. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Daymade Sector Research is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.5k 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 5.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Daymade Sector Research: Audit Analysis (claesbackman/AI-research-feedback, 495 stars), Tech Article Reproducibility (mizchi/skills, 360 stars), Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars) and Subagent Driven Development (Asvarox/allkaraoke, 261 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
daymade (a GitHub user) maintains it in daymade/claude-code-skills, which has 1,448 GitHub stars. The repository holds 104 skills in this directory. The repository was last updated on October 10, 2026.
Source: daymade/claude-code-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.