research-crawl-email

research-crawl-email is a skill for Claude Code from thangnguyenworkspace/industry-pulse. It costs 33 tokens per session (4,719 once invoked), scanned A, original, MIT.

A workflow that searches Gmail messages from specified sender addresses over a chosen number of days. It writes one Markdown file per sender and creates combined and per-source summaries.

In plain words
What is it for?
For collecting recent email research by sender, limiting the number of messages per sender, and saving raw and rolled-up Markdown summaries.
Why use it?
It avoids manually searching and summarizing messages across multiple senders, while checking that required email addresses and output paths are valid.

Skill for Claude Code

Written for Claude Code: $ARGUMENTS substitution. Also seen: mentions subagents.

Good fit For collecting recent email research by sender, limiting the number of messages per sender, and saving raw and rolled-up Markdown summaries.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/thangnguyenworkspace/industry-pulse/research-crawl-email
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add thangnguyenworkspace/industry-pulse --skill research-crawl-email
Clone the repo
git clone --depth 1 https://github.com/thangnguyenworkspace/industry-pulse

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for research-crawl-email

README.md
[![agentmods](https://agentmods.dev/badge/skills/thangnguyenworkspace/industry-pulse/research-crawl-email/github.svg)](https://agentmods.dev/skills/thangnguyenworkspace/industry-pulse/research-crawl-email)
Your own site
<a href="https://agentmods.dev/skills/thangnguyenworkspace/industry-pulse/research-crawl-email"><img src="https://agentmods.dev/badge/skills/thangnguyenworkspace/industry-pulse/research-crawl-email/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for research-crawl-email

Your own site · 80×15
<a href="https://agentmods.dev/skills/thangnguyenworkspace/industry-pulse/research-crawl-email"><img src="https://agentmods.dev/badge/skills/thangnguyenworkspace/industry-pulse/research-crawl-email.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 33 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,719 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00033 $0.04719
Opus 5.5 $0.00013 $0.01888
Sonnet 5.5 $0.00007 $0.00944
Haiku 4.5 $0.00003 $0.00472

Measured 2mo ago against content hash 57eea4d1b6f4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

research-crawl-email scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/research-crawl-email/SKILL.md · 380 lines

How it starts

The opening of the file, as written. The whole thing — 380 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Research Crawl Email

Argument: $ARGUMENTS (required, see Runtime Inputs)

If $ARGUMENTS is empty or missing required fields, STOP and report which fields are absent.


Preamble

Runtime Inputs

Parse from $ARGUMENTS:

--senders=[EMAIL1,EMAIL2,...]   [JSON-style array of exact RFC-5322 email addresses, non-empty; display names not supported. Singular invocation expressed as a single-element array.]
--raw-output-dir={PATH}          [absolute path to a directory where per-sender rendered markdown files will be written]

# Optional power params (omit when not needed):
--days={N}                       [positive integer time window in days; default 1]
--max-per-sender={N}             [per-sender message cap; default 10; truncates newest-first]

Validation rules (executed before §1.0):

  • --senders and --raw-output-dir are mandatory. If either missing, STOP and report which is absent.
  • --senders must parse as a JSON array of strings, non-empty. Reject otherwise (senders-malformed).
  • Each entry in --senders must match RFC-5322 email shape (<local>@<host> with at least one . in host). First failing entry → STOP and report the offending value (senders-malformed).
  • --raw-output-dir must be absolute. Reject relative paths (callers own path resolution).
  • --days must parse as positive integer when supplied; default 1.
  • --max-per-sender must parse as positive integer when supplied; default 10.

If any validation fails, STOP and report which field failed.

Global References

GMAIL_SEARCH_TOOL  = mcp__claude_ai_Gmail__search_threads
GMAIL_GET_THREAD   = mcp__claude_ai_Gmail__get_thread

The leaf composes these two MCP tools directly in the caller's context. Both require harness permission approval on first use per context, any caller may hit the prompt on its first invocation per session; surface which tool needs approval and re-invoke after the user grants it.

Caller Isolation

Pure primitive, no agent spawn, no pipeline agents, no telemetry. The skill runs the Gmail search + per-thread body fetch + render directly in the invoking context; the caller absorbs the Gmail thread context cost (full thread bodies land in the caller's window). Callers crawling many senders, or composing this leaf alongside other work, wrap the invocation in their own isolation:

Read the full file on GitHub · 380 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 380 lines · 33 tokens per session scan A 57eea4d1b6f4

Subscribe to this mod's changes

research-crawl-email is a skill published in the GitHub repository thangnguyenworkspace/industry-pulse (4 stars, last pushed 3mo ago), licensed MIT. It adds 33 tokens to every session and 4,719 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

research-crawl-email compared with skills from other repositories

research-crawl-email next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
research-crawl-emailthangnguyenworkspace/industry-pulseSkill43mo agoMITA33Claude Code
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subagent-driven-developmentNousResearch/hermes-agentSkill262ktodayMITA17Claude Code, Codex
mcporterNousResearch/hermes-agentSkill262ktodayMITA16Claude Code, Codex
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safe-refactorJuliusBrussee/cavemanSkill118ktodayApache-2.0A29Claude Code, Codex