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ClaudSkills / Science & Research / biology-medicine

Frontier Conviction Scorer

Category: Science & Research  ·  Sub-category: biology-medicine  ·  Last updated:
Score a discovery-stage target × modality candidate before any clinical PoS exists, decomposing conviction into P(biology holds) × P(modality deliverable) × position-on-arc × competitive-timing, anchored to empirical phase/modality/therapeutic-area base rates rather than management optimism. Activate when ranking pre-clinical programs, sizing the binding risk (biology vs platform vs timing), benchmarking a frontier asset against its class prior, or deciding what to advance — then hand off to rNPV the moment a clinical asset and indication exist.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Most early-stage biology is scored on narrative. A founder pitches a "bulletproof" target, a novel modality, a paradigm shift — and the listener's prior quietly drifts toward the optimism in the room. This skill exists to refuse that drift. Drug-development success is mostly priced by a small set of observable, discovery-stage features — therapeutic area, modality maturity, human genetic support, biomarker strategy, orphan status — and the base rates for those features have been stable across fifteen years of meta-analyses. The honest answer at discovery is never "model the cash flows"; it is…

What this skill does

Frontier Conviction Scorer is a community-contributed Claude Code skill in the biology-medicine sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/frontier-conviction-scorer/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Frontier Conviction Scorer Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 168,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/frontier-conviction-scorer
curl -L https://claudskills.com/skills/frontier-conviction-scorer/SKILL.md \
  -o ~/.claude/skills/frontier-conviction-scorer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/frontier-conviction-scorer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/frontier-conviction-scorer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\frontier-conviction-scorer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Frontier Conviction Scorer Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/frontier-conviction-scorer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Frontier Conviction Scorer skill do?
Score a discovery-stage target × modality candidate before any clinical PoS exists, decomposing conviction into P(biology holds) × P(modality deliverable) × position-on-arc × competitive-timing, anchored to empirical phase/modality/therapeutic-area base rates rather than management optimism. Activate when ranking pre-clinical programs, sizing the binding risk (biology vs platform vs timing), benchmarking a frontier asset against its class prior, or deciding what to advance — then hand off to rNPV the moment a clinical asset and indication exist.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Frontier Conviction Scorer skill?
Use Frontier Conviction Scorer when your Claude Code task falls under the Science & Research category — specifically in the biology medicine area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Frontier Conviction Scorer" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Frontier Conviction Scorer skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Frontier Conviction Scorer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
npbuilds. (2026). Frontier Conviction Scorer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/frontier-conviction-scorer/
BibTeX
@misc{frontier-conviction-scorer-2026,
  author    = {npbuilds},
  title     = {Frontier Conviction Scorer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/frontier-conviction-scorer/}
}

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Security scan

Grade A · scanned 2026-07-31 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

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