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research-gap-analysis

research-gap-analysis is a skill for Claude Code, Codex from spiralcrew-ou/profilespider-agent-skills. It costs 36 tokens per session (404 once invoked), scanned A, original, MIT.

A research planning skill that finds information missing from records needed for qualification, segmentation, or outreach preparation.

In plain words
What is it for?
Use it to compare records with a stated goal, rank missing fields by impact, suggest a research source for each gap, and record assumptions to verify.
Why use it?
It shows which gaps prevent a decision and helps prioritize what to research, instead of treating incomplete records as ready.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 11repo 4mo ago A scan 36 tokens original MIT

Good fit Use it to compare records with a stated goal, rank missing fields by impact, suggest a research source for each gap, and record assumptions to verify.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/spiralcrew-ou/profilespider-agent-skills/research-gap-analysis
View source ↗ spiralcrew-ou/profilespider-agent-skills profilespider.com
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 spiralcrew-ou/profilespider-agent-skills --skill research-gap-analysis
Clone the repo
git clone --depth 1 https://github.com/spiralcrew-ou/profilespider-agent-skills

Made for: Claude Code, Codex.

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-gap-analysis

README.md
[![agentmods](https://agentmods.dev/badge/skills/spiralcrew-ou/profilespider-agent-skills/research-gap-analysis/github.svg)](https://agentmods.dev/skills/spiralcrew-ou/profilespider-agent-skills/research-gap-analysis)
Your own site
<a href="https://agentmods.dev/skills/spiralcrew-ou/profilespider-agent-skills/research-gap-analysis"><img src="https://agentmods.dev/badge/skills/spiralcrew-ou/profilespider-agent-skills/research-gap-analysis/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-gap-analysis

Your own site · 80×15
<a href="https://agentmods.dev/skills/spiralcrew-ou/profilespider-agent-skills/research-gap-analysis"><img src="https://agentmods.dev/badge/skills/spiralcrew-ou/profilespider-agent-skills/research-gap-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 404 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 $0.00036 $0.00404
Opus 5.5 $0.00014 $0.00162
Sonnet 5.5 $0.00007 $0.00081
Haiku 4.5 $0.00004 $0.00040

Measured 2mo ago against content hash b18577772446, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

research-gap-analysis 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.

research-gap-analysis/SKILL.md · 81 lines

What it actually says

Research Gap Analysis

Purpose

Identify missing information required to complete qualification, segmentation, or outreach prep.

When to use this skill

  • Finding what blocks qualification or segmentation
  • Prioritizing enrichment work
  • Scoping research before outreach
  • Turning "incomplete data" into a task list

When not to use this skill

  • You have no goal to assess gaps against
  • The dataset is already complete
  • You want the gaps filled, not identified

Required inputs

  • Records
  • The goal (qualify, segment, or prep outreach)

Optional inputs

  • Required fields for the goal
  • Approved research sources

Rules

  1. Assess gaps against the stated goal.
  2. Explain why each gap matters and its impact.
  3. Suggest a realistic research source per gap.
  4. Prioritize gaps by impact.
  5. List assumptions to verify.

Process

  1. Parse the goal and required fields.
  2. Compare records to requirements.
  3. List missing fields and their impact.
  4. Suggest sources and assign priority.
  5. Record unresolved assumptions.

Output format

Return one record per identified gap with the following fields:

  • missing_field
  • why_it_matters
  • impact_on_decision
  • suggested_research_source
  • priority
  • unresolved_assumptions

Validation

  • Confirm gaps map to the goal.
  • Confirm priorities reflect impact.
  • Confirm assumptions are flagged.

Limitations

  • It identifies gaps; it does not fill them.
  • Source suggestions may vary in availability.
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 · 81 lines · 36 tokens per session scan A b18577772446

Subscribe to this mod's changes

research-gap-analysis is a skill published in the GitHub repository spiralcrew-ou/profilespider-agent-skills (11 stars, last pushed 4mo ago), licensed MIT. It adds 36 tokens to every session and 404 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.

Claude CodePlanningResearchagent-skillsai-agentsdata-enrichmentlead-generationmcp
Related

research-gap-analysis compared with skills from other repositories

research-gap-analysis next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
research-gap-analysisspiralcrew-ou/profilespider-agent-skillsSkill114mo agoMITA36Claude Code, Codex
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deepline-ads-audiencesgetaero-io/gtm-eng-skillsSkill73yesterdayMITA133Claude Code, Codex
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b2b-marketing-playbookGingiris-1031/gingiris-skillsSkill892d agoMITA53Claude Code, Codex
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