Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Authors
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

ProTermsPrivacyRefunds
Back to skills

Jacs Results Framing

ASecurity

Use when the chemical advance and its significance are not yet sharp for a Journal of the American Chemical Society (JACS) manuscript. Shapes the narrative and claims — it does not generate new data or fix characterization gaps.

1,052 stars
0 votes
0 copies
0 views
Added 6/5/2026
ai-agentsreact

Security Analysis

A100/100

Scanned 6/5/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jacs-results-framing --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Jacs Results Framing?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Jacs Results Framing
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/brycewang-stanford-jacs-results-framing/badge)](https://www.skillsdirectory.com/skills/brycewang-stanford-jacs-results-framing)

More formats (shields.io, HTML) on the badges page.

Download with Pro
Files
SKILL.md
---
name: jacs-results-framing
description: Use when the chemical advance and its significance are not yet sharp for a Journal of the American Chemical Society (JACS) manuscript. Shapes the narrative and claims — it does not generate new data or fix characterization gaps.
---

# Framing the Chemical Advance (jacs-results-framing)

## When to trigger

- You have results but the abstract/intro does not land a clear "advance"
- Reviewers (or co-authors) ask "what is genuinely new here?"
- The story reads as a list of experiments rather than one argument
- The significance is asserted ("important", "novel") rather than demonstrated

## The advance, stated as a claim chain

A JACS narrative is a chain where each link is backed by data:

1. **Problem** — the chemical question or limitation, framed for broad interest.
2. **Advance** — the new reaction / structure / material / method / mechanism that addresses it.
3. **Evidence** — the specific data that prove the advance (yields/ee, spectra, X-ray, kinetics).
4. **Generality / mechanism** — why it is not a one-off (scope table; mechanistic basis).
5. **Significance** — what becomes possible now that did not before, across chemistry.

If any link rests on assertion rather than data, route to `jacs-methods`.

## Framing the "broad interest"

Pick the dominant breadth driver and make the intro about it:

| Breadth driver | How to frame it |
|----------------|-----------------|
| Generality | Emphasize substrate/functional-group scope, robustness, predictability |
| Concept | Emphasize the new principle (mode of reactivity, bonding, structure–property law) |
| Enabling utility | Emphasize what synthesis/measurement is newly possible; show a hard target |
| Selectivity | Quantify the selectivity gain (ee, dr, regio-, chemo-) vs prior art |

## Title and abstract discipline

- Title states the chemistry, not the activity ("Catalytic Asymmetric X via Y",
  not "Studies toward X"). Avoid vague boosters.
- Abstract = problem → advance → key quantitative evidence → significance, in a
  few sentences. Put at least one hard number (yield, ee, TON, rate, λ, R-factor).
- The TOC/abstract graphic must visually encode the central advance, not decorate.

## Calibrating novelty claims

- Compare against the closest prior art explicitly; state the delta in one line.
- Use "first" only if you have searched and can defend it; prefer "we show that".
- Match the strength of the claim to the strength of the data (controls, scope, mechanism).

## Checklist

- [ ] One sentence names the advance and its breadth driver
- [ ] Each link in the claim chain points to specific evidence
- [ ] The closest prior art is cited and the delta stated
- [ ] Abstract contains at least one hard quantitative result
- [ ] TOC graphic encodes the central advance
- [ ] No significance claim exceeds what the data show

## Anti-patterns

- "Novel" as a substitute for stating what is new
- Burying the advance under methodological detail in the intro
- Over-claiming generality from a narrow, hand-picked substrate set
- Significance framed as field hype rather than concrete new capability

## Output format

```
【Advance】one-sentence claim
【Breadth driver】generality / concept / utility / selectivity
【Evidence map】advance → [data that proves it]
【Prior-art delta】vs <ref>: <one line>
【Gaps to close】route to jacs-methods if any link is unsupported
【Next】jacs-methods → jacs-figures
```

## Related resources

- [`../../resources/external_tools.md`](../../resources/external_tools.md) — what evidence each technique provides

Attribution

brycewang-stanfordbrycewang-stanford
View sourceMore from brycewang-stanford →
SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Related Skills

Caveman

Ultra-compressed communication mode that cuts output tokens while keeping technical accuracy. Levels: lite, full, ultra and the wenyan variants. Use for /caveman, "caveman mode", "talk like caveman", "be brief" or "less tokens".

1066601 votes

Hyperplan

Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...

686011 votes

Mcp Code Execution

Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.

3351 votes

catchup

Recovers the conversation and failed tool calls of a previous Codex, Claude Code, Antigravity, Cline, Copilot CLI, Cursor, DeepSeek Harness, Kimi, OpenCode, Pi Agent, or ZCode session. Use when the user says "catch up", "what did the last session do", "get me up to speed", "I switched agents", asks to recover/summarize a previous session before continuing, or asks to diagnose or report a catchup failure. Do NOT use for the current conversation, git history, or any non-agent log.

651 votes

math-skill

A comprehensive mathematical reasoning skill for AI assistants — handles arithmetic to research-level problems with rigorous step-by-step reasoning, systematic verification, and transparent uncertainty handling

381 votes
View all in ai-agents →