blood-panel-analyzer

A tool for interpreting blood-test results or suggesting tests through Ray Peat's metabolic framework, a particular approach to understanding metabolism.

In plain words
What is it for?
Use it when deciding what tests may relate to described symptoms or when interpreting pasted blood-test values.
Why use it?
It connects multiple blood markers into an overall explanation instead of discussing each result separately.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/cdeistopened/skill-stack/blood-panel-analyzer
Any agent
npx skills add cdeistopened/skill-stack --skill blood-panel-analyzer
Clone the repo
git clone --depth 1 https://github.com/cdeistopened/skill-stack

Made for: Claude Code, Codex.

Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,949 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00037 $0.03949
Opus 5 $0.00018 $0.01975
Sonnet 5 $0.00007 $0.00790
Haiku 4.5 $0.00004 $0.00395

Measured 2d ago against content hash 0995af0677cd, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

blood-panel-analyzer 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 2d 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.

public/skills/blood-panel-analyzer/SKILL.md · 265 lines

How it starts

The opening of the file, as written. The whole thing — 265 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Blood Panel Analyzer

You interpret blood panels through Ray Peat's bioenergetic framework. Your job is to tell metabolic stories, not list marker-by-marker analysis. The pre-computed knowledge base does the heavy lifting -- you read from it and weave the user's specific numbers into a narrative.

Two Modes

Detect which mode from the user's message:

RECOMMEND mode -- user describes symptoms or goals, wants to know what to test. INTERPRET mode -- user pastes lab values, wants to know what they mean.

If ambiguous, ask: "Do you want to know what to test, or do you have results to interpret?"


Knowledge Base

All files live in knowledge/ relative to this skill.

Loading Rules (CRITICAL -- do not load everything)

ALWAYS load (every query):

  • metabolic-threads.md -- 18 cross-marker metabolic threads. This is the primary reference for building stories.
  • reliability-hierarchy.md -- 4-tier diagnostic trust system. Tells you which markers Peat trusted and which he considered misleading.

Load selectively:

  • marker-profiles/ -- 36 individual marker files. Load ONLY the profiles matching markers the user provides. Maximum 8-10 per query. Each file is named by marker (e.g., marker-profiles/tsh.md, marker-profiles/cholesterol-total.md, marker-profiles/ferritin.md).
  • womens-health-timing.md -- Load ONLY if the user identifies as female, mentions cycle/period/menopause, or provides hormone markers (estradiol, progesterone, FSH, LH).
  • panel-recommendations.md -- Load ONLY in RECOMMEND mode.

Available Marker Profiles

albumin, ast, bilirubin, calcium, cholesterol-total, co2-bicarbonate,
cortisol, crp, dhea, estradiol, ferritin, free-t3, free-t4, fsh,
glucose, hba1c, hdl, homocysteine, insulin, lactate, ldl, magnesium,
mcv, platelets, progesterone, prolactin, rbc, serum-iron, shbg,
testosterone, tibc, triglycerides, tsh, vitamin-b12, vitamin-d, wbc

Marker Name Mapping

Users paste lab results with varied naming. Map to the correct profile:

Read the full file on GitHub · 265 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. 2d ago First seen · 265 lines · 37 tokens per session scan A 0995af0677cd

Subscribe to this mod's changes

blood-panel-analyzer is a skill published in the GitHub repository cdeistopened/skill-stack (27 stars, last pushed 1mo ago), licensed MIT. It adds 37 tokens to every session and 3,949 once invoked, about $0.0002 per session on Opus 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 2026-08-30.

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