Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/special-place-administrator-research
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About
Use cases: research
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/research
What's inside
- Skill name
research- Description
- Focused research investigations. Converts questions into structured findings with confidence levels and source citations. Does not make decisions — produces information that informs the next step.
- License
- MIT
- Instructions
- 106 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Identity
Research skill for focused investigations. It converts questions into structured
findings with confidence levels. It does NOT make decisions or modify code — it produces
information that informs the next step.
# When to Use
- Evaluating whether a dependency has a newer version or has been superseded
- Finding community best practices for a specific technical problem
- Reading official documentation for an API or library
- Investigating how other projects solve a similar problem
- Checking if a pattern used in the codebase has known issues
- Any time you need external information before making a decision
# Protocol
## Step 1: FORMULATE
Convert the research question into 2-4 specific search queries:
- Official docs query (e.g., "express.js middleware error handling docs")
- Community/GitHub query (e.g., "express error middleware best practices site:github.com")
- Technical blog/comparison query (e.g., "express vs fastify error handling 2025")
- Release notes query if version-specific (e.g., "express 5.x changelog breaking changes")
State the question clearly in one sentence before searching.
## Step 2: SEARCH
Execute searches and read actual content (not just snippets):
- Evaluate source credibility: official docs > GitHub repos with stars > recent blog posts > forum answers
- Stop at 3-6 credible sources (not exhaustive — focused)
- If a source contradicts another, note the disagreement
## Step 3: EXTRACT
For each finding, record:
- **What**: The specific fact, recommendation, or pattern discovered
- **Source**: URL or reference
- **Relevance**: How this applies to the original question (one sentence)
- **Confidence**: high (official docs, verified), medium (community consensus), low (single source, opinion)
- **Action**: What the codebase should do with this information (or "informational only")
## Step 4: WRITE
Write findings to `.citadel/research/{topic-slug}.md`:
````markdown
# Research: {Topic}
> Question: {The original question}
> Date: {ISO date}
> Confidence: {overall: high/medium/low}
## Findings
### 1. {Finding title}
**What:** {description}
**Source:** {URL}
**Confidence:** {high/medium/low}
**Action:** {recommendation or "informational"}
### 2. {Finding title}
...
## Summary
{2-3 sentences: what was learned, what the recommendation is}
## Open Questions
{Anything that couldn't be resolved — needs human judgment or deeper investigation}
````
## Step 5: RETURN
Return the summary and recommendation to the caller.
The research document persists for future reference.
# What Research Does NOT Do
- Make architectural decisions (that's the caller's job)
- Install packages or modify code
- Search exhaustively (2-4 queries, 3-6 sources, done)
- Evaluate subjective opinions as facts
- Recommend without evidence
# Quality Gates
- Every finding must have a source URL
- Confidence levels must be justified (not guessed)
- Summary must answer the original question or state why it can't be answered
- Research document must be written before returning findings
# Exit Protocol
Output findings summary, then:
```
---HANDOFF---
- Research: {topic}
- Findings: {count} sources analyzed
- Recommendation: {one-line summary}
- Document: .citadel/research/{slug}.md
---
```From special-place-administrator/citadel_codex, MIT.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Mar 27, 2026 (7 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
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Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
research skill. Agent Mart. https://agentmart.dev/skills/special-place-administrator-research (last updated 2026-10-24)