Perplexity Web Search
davila7/claude-code-templates
Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff.
Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.
Install Go In Depth
$ npx skills add sickn33/agentic-awesome-skills --skill go-in-depth -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sickn33/agentic-awesome-skills go-in-depth --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/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/go-in-depth .claude/skills/go-in-depth && 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 "go-in-depth" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/go-in-depth into .claude/skills/go-in-depth/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go-in-depth", 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/sickn33/agentic-awesome-skills/tree/main/skills/go-in-depthType 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 sickn33/agentic-awesome-skills --skill go-in-depth -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sickn33/agentic-awesome-skills go-in-depth --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/go-in-depth .agents/skills/go-in-depth && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "go-in-depth" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/go-in-depth into .agents/skills/go-in-depth/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go-in-depth", 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 sickn33/agentic-awesome-skills --skill go-in-depth -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sickn33/agentic-awesome-skills go-in-depth --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/go-in-depth .cursor/skills/go-in-depth && 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 "go-in-depth" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/go-in-depth into .cursor/skills/go-in-depth/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go-in-depth", 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/sickn33/agentic-awesome-skills.git --path skills/go-in-depth--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 sickn33/agentic-awesome-skills --skill go-in-depth -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sickn33/agentic-awesome-skills go-in-depth --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/go-in-depth .gemini/skills/go-in-depth && 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 "go-in-depth" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/go-in-depth into .gemini/skills/go-in-depth/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go-in-depth", 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 sickn33/agentic-awesome-skills go-in-depthInstalls 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 sickn33/agentic-awesome-skills --skill go-in-depth -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/go-in-depth .github/skills/go-in-depth && 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 "go-in-depth" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/go-in-depth into .github/skills/go-in-depth/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go-in-depth", 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 sickn33/agentic-awesome-skills --skill go-in-depth -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sickn33/agentic-awesome-skills go-in-depth --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/go-in-depth .opencode/skills/go-in-depth && 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 "go-in-depth" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/go-in-depth into .opencode/skills/go-in-depth/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "go-in-depth", 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.
Facts
- Skill name
go-in-depth- GitHub stars
- 47k
- Used in
- 1 other repo
- Token cost
- ~530 tokens
- SKILL.md length
- 196 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 1,493
- Repo updated
- First seen
- Licence
- MIT
At a glance
Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.
- Tasks that involve Fact-checking and source verification
- SKILL.md covers Overview, When to Use, How It Works and Examples, plus 2 more sections
- Runs JavaScript scripts from its folder
- Tasks that involve Web search
What it does
Go In Depth is an agent skill from sickn33/agentic-awesome-skills. Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.
Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/workflow-script.js`).
It sits in Research & Science, covering Fact-checking and source verification and Web search. The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.
When your agent uses it
- Tasks that involve Fact-checking and source verification
- Tasks that involve Web search
Example prompts
- “/go-in-depth”
Requirements
- Node.js
What it can do on your machine
Read from SKILL.md and the folder at commit b84d35a. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Ships 1 file in scripts/ (JavaScript), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Go In Depth loads about 530 tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 196 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from sickn33/agentic-awesome-skills at commit b84d35a, republished under its MIT licence (© sickn33). 196 words, ~530 tokens.
Download SKILL.mdSave it as
.claude/skills/go-in-depth/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- go-in-depth
- description
- Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.
- risk
- safe
- source
- self
- source_type
- self
- date_added
- 2026-07-07
Go In Depth
Overview
Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report. Run the "go-in-depth" workflow.
When to Use
When the user wants a deep, multi-source, fact-checked research report on any topic. BEFORE invoking, check if the question is specific enough to research directly — if underspecified (e.g., "what car to buy" without budget/use-case/region), ask 2-3 clarifying questions to narrow scope. Then pass the refined question as args, weaving the answers in.
How It Works
Phases:
- Scope: Decompose question (from args) into 5 search angles
- Search: 5 parallel WebSearch agents, one per angle
- Fetch: URL-dedup, fetch top 15 sources, extract falsifiable claims
- Verify: 3-vote adversarial verification per claim (need 2/3 refutes to kill)
- Synthesize: Merge semantic dupes, rank by confidence, cite sources
Examples
Example 1: Run go-in-depth workflow
Workflow({ name: "go-in-depth" })Example 2: Research with refined question
Workflow({ name: "go-in-depth", args: { query: "best hybrid cars under $30k in the US for families" } })Example 3: Deep dive into a technical concept
Workflow({ name: "go-in-depth", args: { query: "how does the transformer architecture handle positional encoding?" } })Example 4: Fact-checking a medical claim
Workflow({ name: "go-in-depth", args: { query: "efficacy of intermittent fasting for long-term weight loss in adults" } })Workflow Script
Limitations
- Slow execution: Multi-agent searches, fetching, and 3-vote verification take significant time. Not for quick facts.
- Context intensive: Analyzing 15 full sources uses large context limits.
- Synthesis risks: May struggle if source material is weak or equally conflicting.
© sickn33, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (scripts) in skills/go-in-depth of sickn33/agentic-awesome-skills.
- SKILL.md
- scripts/workflow-script.js
Open the folder on GitHubat commit b84d35a
Used in 1 other repository
We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Go In Depth 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 |
|---|---|---|---|---|---|---|
| Go In Depth this skillsickn33/agentic-awesome-skills | 47k | 1 repos | ~530 | Automated safety check: Pass | MIT | |
| Perplexity Web Searchdavila7/claude-code-templates | 33k | 11 repos | ~3.5k | Automated safety check: Notes | MIT | |
| Ray Trend Searchimraywang/rayskills | 159 | — | ~2.1k | Automated safety check: Pass | Custom licence | |
| Argo Search and Verificationtaxueseek/argo | 186 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Researchzhongkaifu/TensorSharp | 559 | — | ~2.3k | Automated safety check: Warn | BSD-3-Clause | |
| Deep Research Loopmadebyaris/advance-minimax-m3-cursor-rules | 126 | — | ~2.9k | Automated safety check: Pass | MIT |
Similar skills
Ray Trend Search
imraywang/rayskills
Researches what people are saying about a topic over a recent window across X, Reddit, YouTube and the public web, reporting each source's status with links.
Argo Search and Verification
taxueseek/argo
Unified web search, page fetching and evidence checking across hundreds of sources, with result verification, a research-dossier mode and vertical search engines.
Research
zhongkaifu/TensorSharp
A skill your agent uses for web searches and current information lookups, finding sources, fact-checking, researching questions, comparing sources, or summarising web pages.
Deep Research Loop
madebyaris/advance-minimax-m3-cursor-rules
Runs multi-step research with a loop of search, compress, reflect and synthesize, scaling effort from a quick sourced answer to an exhaustive cited report.
Multi Source Search
sandbaseai/sandbase-skills
Portable multi-source research with cross-source validation and an offline evidence ledger.
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Related
Categories
Questions about Go In Depth
What does Go In Depth do?
Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report. Go In Depth is an agent skill from sickn33/agentic-awesome-skills. Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.
When should I use Go In Depth?
Go In Depth fits situations like: tasks that involve Fact-checking and source verification; tasks that involve Web search.
How do I install Go In Depth in Claude Code?
Run `npx skills add sickn33/agentic-awesome-skills --skill go-in-depth -a claude-code`. Or copy the skill folder (skills/go-in-depth in sickn33/agentic-awesome-skills) into .claude/skills/go-in-depth in your project. Claude Code loads it when a task matches its description.
How do I install Go In Depth in Codex?
Run `npx skills add sickn33/agentic-awesome-skills --skill go-in-depth -a codex`. Or copy the skill folder (skills/go-in-depth in sickn33/agentic-awesome-skills) into .agents/skills/go-in-depth in your project. Codex loads it when a task matches its description.
Can I use Go In Depth in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sickn33/agentic-awesome-skills --skill go-in-depth -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/go-in-depth, .gemini/skills/go-in-depth, .github/skills/go-in-depth and .opencode/skills/go-in-depth in your project.
What does Go In Depth need to run?
Going by SKILL.md and its folder, Go In Depth needs JavaScript for the scripts in its folder. Our summary lists: Node.js.
Does Go In Depth access the network?
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.
Is Go In Depth safe to install?
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.
What licence does Go In Depth use?
Go In Depth is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Go In Depth use?
About 530 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Go In Depth?
Skills that share tags, products or a category with Go In Depth: Perplexity Web Search (davila7/claude-code-templates, 33k stars), Ray Trend Search (imraywang/rayskills, 159 stars), Argo Search and Verification (taxueseek/argo, 186 stars) and Research (zhongkaifu/TensorSharp, 559 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Go In Depth?
sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,405 GitHub stars. The repository holds 1,493 skills in this directory. The repository was last updated on October 9, 2026.
Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.