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web-research-workflow
47 / 100 · High risk
Only if you trust the author. Some of what it can do is expected: a coding skill usually runs build and test commands.
By yonatangross/orchestkit (GitHub) · coding · 301 stars · scanned at commit 0d38e66
Unified decision tree for web research and competitive monitoring. Auto-selects WebFetch, Tavily, or agent-browser based on target site characteristics and available API keys. Includes competitor page tracking, snapshot diffing, and change alerting. Use when researching web content, scraping, extracting raw markdown, capturing documentation, or monitoring competitor changes.
Works with any agent that supports SKILL.md skills.
What this skill can do
Sends data to these websites: api.tavily.com, example.com
This is disclosed by the author in the skill's SKILL.md or README. It runs automatically when the plugin is installed.
Found in 39 places.
Show 17 more
- plugins/ork/skills/web-research-workflow/references/tavily-api.md, line 50
curl -s -X POST 'https://api.tavily.com/map' \ - plugins/ork/skills/web-research-workflow/references/tavily-api.md, line 67
curl -s -X POST 'https://api.tavily.com/crawl' \ - plugins/ork/skills/web-research-workflow/references/tavily-api.md, line 95
curl -s -X POST 'https://api.tavily.com/research' \ - plugins/ork/skills/web-research-workflow/rules/browser-patterns.md, line 16
WebFetch(url="https://example.com", prompt="Extract main content") - plugins/ork/skills/web-research-workflow/rules/tool-selection.md, line 62
"__NEXT_DATA__" → Next.js (may work with WebFetch) - plugins/ork/skills/web-research-workflow/rules/tool-selection.md, line 63
"window.__NUXT__" → Nuxt.js (may work with WebFetch) - plugins/ork/skills/web-research-workflow/rules/tool-selection.md, line 73
CONTENT=$(WebFetch url="$URL" prompt="Extract main content") - plugins/ork/skills/web-research-workflow/rules/tool-selection.md, line 78
RESULT=$(curl -s -X POST 'https://api.tavily.com/extract' \ - plugins/ork/skills/web-research-workflow/rules/tool-selection.md, line 112
WebFetch( - plugins/ork/skills/web-research-workflow/test-cases.json, line 10
"Claude follows the 3-tier decision tree: tries WebFetch first for each URL", - plugins/ork/skills/web-research-workflow/test-cases.json, line 11
"Falls back to Tavily extract if WebFetch returns empty or partial content (<500 chars)", - plugins/ork/skills/web-research-workflow/test-cases.json, line 44
"Tries WebFetch first and falls back to agent-browser when content is empty or partial", - plugins/ork/skills/web-research-workflow/test-cases.json, line 80
"Uses WebFetch first for static HTML pages as the fastest and free option", - plugins/ork/skills/web-research-workflow/test-cases.json, line 81
"Escalates to Tavily extract for batch URL extraction when WebFetch returns under 500 characters", - plugins/ork/hooks/README.md, line 1510
(count unchanged at 175, 2026-08-30, #3322 sandbox posture): `pretool/bash/network-egress-guard` stands its ASK tier down when CC's own Bash sandbox is on with - plugins/ork/hooks/README.md, line 1530
(count unchanged at 171, 2026-08-22): `pretool/bash/network-egress-guard` false-positive fix (#3632). A quoted heredoc (`<<'SH' … SH`) writing a local script wa - plugins/ork/hooks/README.md, line 1548
(count unchanged, 2026-08-12): the compaction layer stopped reading fields nobody writes, and stopped writing a field CC reads as something else (#3321 claims 2
and 19 more places
Downloads and installs other software
The author does not mention this. It runs automatically when the plugin is installed.
Found in 8 places.
Show 5 more
- plugins/ork/hooks/README.md, line 1588
(count unchanged, 2026-07-24): pretool/bash compound-command-validator deny for a process substitution feeding an interpreter (`bash <(curl x)`, `python3 <(curl - plugins/ork/hooks/dist/permission.mjs, line 13
`)}catch{}}function ht(t,e,n,r){let o=dt(t,e);if(b(o))try{let s=$t(o,"utf8");if(j(s)===j(n))return l(r,`Rules file ${e} unchanged, skipping write`),!1}catch{}re - plugins/ork/hooks/dist/pretool.mjs, line 20
${s}`)}function Sr(t){let e=t.replace(/\\\s*[\r\n]+/g," ");if(/\n/.test(e))return!0;let n=Ot(t);if(/(?:&&|\|\||[|;])/.test(n))return!0;let r=_r(yr(t)),o=Xe(br(r - plugins/ork/hooks/dist/pretool.mjs, line 117
`);return e.log(kt,`Consolidated ${n.length} hooks into ${r}t`),x(o,t)}var nd="headless-defer",rd=["Bash(git push --force*)","Bash(git push -f*)","Bash(npm publ - plugins/ork/hooks/dist/setup.mjs, line 22
Run 'npm audit' or 'pip-audit' for full details.`;if(vt(r,S),e.log("dependency-version-check",g),u>0||f>0)return m(S,t)}else vt(r,"none"),e.log("dependency-vers
Reads your saved credentials, such as SSH keys or .env files
The author does not mention this. It runs automatically when the plugin is installed.
Found in 7 places.
Show 4 more
- plugins/ork/settings.json, line 14
"Read(~/.netrc)", - plugins/ork/settings.json, line 15
"Read(~/.npmrc)", - plugins/ork/hooks/README.md, line 1562
(218 -> 219, global 152 -> 153, 2026-08-09): added `pretool/read/credential-read-guard`, the first PreToolUse hook on the Read tool that can deny. `src/settings - plugins/ork/hooks/dist/lifecycle.mjs, line 22
`)}catch{}Oo(t,e)}}import{existsSync as ip,readFileSync as cp}from"node:fs";function xn(){let t=U();if(!ip(t))return 0;try{let n=JSON.parse(cp(t,"utf-8")).tools
Changes files outside its own folder
The author does not mention this. It runs automatically when the plugin is installed.
Found in 1 place.
Runs commands on your computer
The author does not mention this. It runs automatically when the plugin is installed. Expected for a coding skill.
Found in 160 places.
Show 17 more
- plugins/ork/hooks/README.md, line 1556
(count unchanged, 2026-08-10): `posttool/bash/session-heartbeat-publisher` now tracks the persistent Bash shell's cwd, and `pretool/bash/git-validator`'s third - plugins/ork/hooks/README.md, line 1586
(count unchanged, 2026-07-24): pretool/bash network-egress-guard DENY tier is now QUOTE-AWARE (#3122). It scanned `normalizeSingle(raw)`, which strips quote cha - plugins/ork/hooks/bin/stop-uncommitted-check.mjs, line 23
import { execFileSync } from 'node:child_process'; - plugins/ork/hooks/bin/stop-uncommitted-check.mjs, line 83
const raw = execFileSync( - plugins/ork/hooks/dist/lifecycle.mjs, line 14
`)}catch{}}function Q(t,e,n,r){let o=pn(t,e);if(ft(o))try{let s=zr(o,"utf8");if(ut(s)===ut(n))return g(r,`Rules file ${e} unchanged, skipping write`),!1}catch{} - plugins/ork/hooks/dist/lifecycle.mjs, line 22
`)}catch{}Oo(t,e)}}import{existsSync as ip,readFileSync as cp}from"node:fs";function xn(){let t=U();if(!ip(t))return 0;try{let n=JSON.parse(cp(t,"utf-8")).tools - plugins/ork/hooks/dist/lifecycle.mjs, line 31
Run 'npm audit' or 'pip-audit' for full details.`;if(Tn(r,k),e.log("dependency-version-check",m),u>0||p>0)return O(k,t)}else Tn(r,"none"),e.log("dependency-vers - plugins/ork/hooks/dist/lifecycle.mjs, line 36
`).filter(Boolean).slice(-20),n=[];for(let r of e)try{n.push(JSON.parse(r))}catch{}return n}catch{return[]}}function Tf(t){let e=new Map,n=[];for(let r of t){if - plugins/ork/hooks/dist/lifecycle.mjs, line 50
`}function Od(){let t=process.env.CLAUDE_CONFIG_DIR||_e(_(),".claude");return _e(t,"rules")}function xd(t,e){let n=Kn(t);for(;Kn(n)!==n;){if(te(_e(n,".claude"," - plugins/ork/hooks/dist/lifecycle.mjs, line 67
`);return e.log(ot,`Merged ${n.length} messages from SessionEnd hooks`),{continue:!0,systemMessage:o}}var si=!1;function um(){si||(Pe(),si=!0)}async function ii - plugins/ork/hooks/dist/lifecycle.mjs, line 103
`)}`)}var ze=["ork","debt"].join("-"),Gh=String.raw`(?:\/\/|#|--|;|\/\*|\*)`,Jh=new RegExp(`${Gh}\\s*${ze}:\\s*(.+)`,"i"),dr=["bash","c","cc","cjs","cpp","cs"," - plugins/ork/hooks/dist/lifecycle.mjs, line 111
`);return e.log("post-compact-recovery",`Recovered context after compaction #${o.compactionCount} (${s.activeFiles?.length||0} files, ${s.activeTasks?.length||0 - plugins/ork/hooks/dist/lifecycle.mjs, line 121
Keep options to 2\u20134 to match picker affordances. Unset ORK_ASK_FALLBACK to restore picker mode once CC ships an upstream fix.`;function Kc(t,e=d){return pr - plugins/ork/hooks/dist/lifecycle.mjs, line 122
`))r.startsWith("worktree ")&&n.add(br(r.slice(9).trim()));return n}catch{return null}}function Yc(t,e=0){if(e>Hk)return!1;let n;try{n=Sr(t)}catch{return!1}for( - plugins/ork/hooks/dist/lifecycle.mjs, line 126
`),e.log(m_,`Flagged dead analytics writer(s): ${o.map(s=>s.name).join(", ")}`),l())}import{execSync as nn}from"node:child_process";import{createHash as x_}from - plugins/ork/hooks/dist/notification.mjs, line 3
import{execFileSync as ee,spawn as ut}from"node:child_process";import{basename as ne}from"node:path";function s(){return{continue:!0,suppressOutput:!0}}function - plugins/ork/hooks/dist/notification.mjs, line 7
${n}`;return ut("notify-send",["--",t,r],{stdio:"ignore",windowsHide:!0,detached:!0}).unref(),!0}catch{return!1}}async function at(t,e=g){if(process.env.ORK_NO_
and 140 more places
Safer alternatives
Low-risk skills in the same category (coding) that look related. Check that one does what you need.
Other copies in this repository
yonatangross/orchestkit has 1 more folder with a skill named web-research-workflow. This page shows the lowest-scoring copy.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'web-research-workflow' ] || [ -L ~/.agents/skills/'web-research-workflow' ]; then echo 'A skill folder named web-research-workflow already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/yonatangross/orchestkit' "$d" && git -C "$d" checkout --quiet '0d38e66123f2a4a70737bfae758df796070f07df' -- 'plugins/ork/skills/web-research-workflow' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/ork/skills/web-research-workflow' ~/.agents/skills/'web-research-workflow' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'web-research-workflow' ~/.claude/skills/'web-research-workflow' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for yonatangross/orchestkit shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/yonatangross/orchestkit/)
Score history
| Date | Version | Score |
|---|
| 2026-11-10 | 0d38e66 | 47 |
| 2026-11-07 | caa5346 | 90 |