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database-lookup

database-lookup is a skill for Claude Code from KalarisLabs/research-agent-skills. It costs 50 tokens per session (6,554 once invoked), scanned B, original, no licence file.

Query documented public database APIs with explicit endpoints, filters, pagination, and provenance. Use when a scientific, regulatory, financial, or other database-backed fact must be retrieved reproducibly from a named source rather than inferred from general knowledge.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

not rated 105repo today B scan 50 tokens custom licence
Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/kalarislabs/research-agent-skills/database-lookup
View source ↗ KalarisLabs/research-agent-skills docs.kalarislabs.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 KalarisLabs/research-agent-skills --skill database-lookup
Clone the repo
git clone --depth 1 https://github.com/KalarisLabs/research-agent-skills

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 database-lookup

README.md
[![agentmods](https://agentmods.dev/badge/skills/kalarislabs/research-agent-skills/database-lookup/github.svg)](https://agentmods.dev/skills/kalarislabs/research-agent-skills/database-lookup)
Your own site
<a href="https://agentmods.dev/skills/kalarislabs/research-agent-skills/database-lookup"><img src="https://agentmods.dev/badge/skills/kalarislabs/research-agent-skills/database-lookup/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 database-lookup

Your own site · 80×15
<a href="https://agentmods.dev/skills/kalarislabs/research-agent-skills/database-lookup"><img src="https://agentmods.dev/badge/skills/kalarislabs/research-agent-skills/database-lookup.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,554 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00050 $0.06554
Opus 5.5 $0.00020 $0.02622
Sonnet 5.5 $0.00010 $0.01311
Haiku 4.5 $0.00005 $0.00655

Measured today against content hash 97539063261a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

database-lookup scanned grade B with 2 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 today.

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.

Sends data to an external URLmediumData exfiltration

A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.

| Open Targets | GraphQL endpoint | `curl -X POST -H "Content-Type: application/json" -d '{"query":"..."}' https://api.platform.opentargets.org/api/v4/graphql` |

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

These databases require HTTP POST and **will not work with WebFetch** (GET-only). Use `curl` via your platform's shell tool instead:
skills/database-lookup/SKILL.md · 396 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

60 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. today First seen · 396 lines · 50 tokens per session scan B 97539063261a

Subscribe to this mod's changes

database-lookup is a skill published in the GitHub repository KalarisLabs/research-agent-skills (105 stars, last pushed today), with no licence file. It adds 50 tokens to every session and 6,554 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it B with 2 findings (sends data to an external url, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-07.

DatabasesFinance and fintechLegal and complianceacademic-researchacademic-writingagent-skillsai-agentsbioinformaticscitation-verification
Related

database-lookup compared with skills from other repositories

database-lookup next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
database-lookupKalarisLabs/research-agent-skillsSkill105todaynoneB50Claude Code
ethics-reviewpoemswe/co-researcherSkill1354d agoMITA23Claude Code
tax-guidechrisblattman/claudeblattmanSkill476yesterdayMITA19Claude Code, Codex
research-managerpoemswe/co-researcherSkill1354d agoMITA21Claude Code
alterlab-tiledbvcfAlterLab-IEU/AlterLab-Academic-SkillsSkill85yesterdayMITA93Claude Code
alterlab-fdaAlterLab-IEU/AlterLab-Academic-SkillsSkill85yesterdayMITA81Claude Code
alterlab-iso13485AlterLab-IEU/AlterLab-Academic-SkillsSkill85yesterdayMITA115Claude Code