Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Agent skill
Openevidence Common Errors
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Diagnose weak, incomplete, or poorly grounded OpenEvidence results using prompt, model, citation, and workflow checks.
Install Openevidence Common Errors
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-common-errors -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openevidence-common-errors --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/openevidence-common-errors .claude/skills/openevidence-common-errors && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "openevidence-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openevidence-common-errors into .claude/skills/openevidence-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openevidence-common-errors", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openevidence-common-errorsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-common-errors -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openevidence-common-errors --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/openevidence-common-errors .agents/skills/openevidence-common-errors && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openevidence-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openevidence-common-errors into .agents/skills/openevidence-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openevidence-common-errors", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-common-errors -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openevidence-common-errors --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/openevidence-common-errors .cursor/skills/openevidence-common-errors && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "openevidence-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openevidence-common-errors into .cursor/skills/openevidence-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openevidence-common-errors", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/openevidence-common-errors--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-common-errors -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openevidence-common-errors --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/openevidence-common-errors .gemini/skills/openevidence-common-errors && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "openevidence-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openevidence-common-errors into .gemini/skills/openevidence-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openevidence-common-errors", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openevidence-common-errorsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-common-errors -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/openevidence-common-errors .github/skills/openevidence-common-errors && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "openevidence-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openevidence-common-errors into .github/skills/openevidence-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openevidence-common-errors", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-common-errors -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace openevidence-common-errors --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/openevidence-common-errors .opencode/skills/openevidence-common-errors && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "openevidence-common-errors" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/openevidence-common-errors into .opencode/skills/openevidence-common-errors/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openevidence-common-errors", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
openevidence-common-errors- GitHub stars
- 2.8k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 476 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Diagnose weak, incomplete, or poorly grounded OpenEvidence results using prompt, model, citation, and workflow checks.
- Works in 6 steps: Classify the symptom as access, missing… → Reduce the question to the clinical… → Compare an ordinary Ask response with an… → …
- Working with OpenEvidence in a healthcare organization
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Openevidence Common Errors is an agent skill from jeremylongshore/tons-of-skills-marketplace. Diagnose weak, incomplete, or poorly grounded OpenEvidence results using prompt, model, citation, and workflow checks. Use when working with OpenEvidence in a healthcare organization. Trigger with "openevidence common errors", "OpenEvidence troubleshooting", or a matching workflow request.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use
It sits in Research & Science, covering Citation management. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Working with OpenEvidence in a healthcare organization
- With openevidence common errors
- OpenEvidence troubleshooting
- A matching workflow request
Example prompts
- “openevidence common errors”
- “OpenEvidence troubleshooting”
- “/openevidence-common-errors”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Classify the symptom as access, missing context, irrelevant evidence, conflicting evidence, citation mismatch, or product failure.
- Reduce the question to the clinical decision, population, intervention, comparator, outcome, and time horizon that matter.
- Compare an ordinary Ask response with an appropriate model or Snow only when the current guide supports that choice.
- Open the cited sources and verify population, date, endpoint, recommendation strength, and applicability.
- Ask a qualified clinician to review the result and document uncertainty or conflicting guidance.
- Create a redacted support packet only when the behavior appears technical rather than clinical.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWebFetchWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
openevidence.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use
From compatibility in the SKILL.md frontmatter.
Context cost
Openevidence Common Errors loads about 1.2k tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 476 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 476 words, ~1,181 tokens.
Download SKILL.mdSave it as
.claude/skills/openevidence-common-errors/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- openevidence-common-errors
- description
- Diagnose weak, incomplete, or poorly grounded OpenEvidence results using prompt, model, citation, and workflow checks. Use when working with OpenEvidence in a healthcare organization. Trigger with "openevidence common errors", "OpenEvidence troubleshooting", or a matching workflow request.
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use
- argument-hint
- [redacted-query] [symptom]
- version
- 1.14.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, openevidence, troubleshooting, quality
- model
- inherit
- effort
- high
OpenEvidence Answer-Quality Troubleshooting
Overview
Separate access trouble, prompt ambiguity, evidence limitations, and unsafe interpretation before anyone acts on an answer. Keep inputs minimal, separate observed facts from assumptions, and leave consequential decisions with the named accountable owner.
Prerequisites
- A clearly bounded workflow, accountable clinical owner, and organizational policy
- Current first-party OpenEvidence documentation and applicable institution agreements
- Synthetic or properly authorized minimum-necessary data
Tool Discipline
Use Read, Glob, and Grep to inspect supplied policies, plans, and evidence. Use WebFetch only for current first-party OpenEvidence documentation. Use Write or Edit only when the user requests a named deliverable with an approved destination. Never expose credentials, PHI, recordings, or unrestricted environment output.
Current Contract
- OpenEvidence answers cite sources and may expose EvidenceGrade; neither removes the need for professional review.
- Model and feature behavior can change, so the live guide and visible product state outrank cached instructions.
- Do not paste identifiable patient data into a diagnostic packet.
Authentication
Use only the official OpenEvidence web/mobile sign-in or an institution-approved access path. Do not invent API keys, OAuth clients, SDK credentials, service accounts, or private endpoints. Never ask a user to reveal a password, session token, cookie, or recovery code.
Instructions
- Classify the symptom as access, missing context, irrelevant evidence, conflicting evidence, citation mismatch, or product failure.
- Reduce the question to the clinical decision, population, intervention, comparator, outcome, and time horizon that matter.
- Compare an ordinary Ask response with an appropriate model or Snow only when the current guide supports that choice.
- Open the cited sources and verify population, date, endpoint, recommendation strength, and applicability.
- Ask a qualified clinician to review the result and document uncertainty or conflicting guidance.
- Create a redacted support packet only when the behavior appears technical rather than clinical.
Show full SKILL.md (183 more words)Show less
Approval Boundaries
Do not create or share accounts; change access, roles, agreements, consent, retention, or security settings; enter PHI; record a conversation; copy content into another system; contact a patient; make a diagnosis or treatment decision; submit billing; transmit a support packet; run a production pilot; or represent vendor capabilities without explicit approval from the accountable owner. A qualified professional remains responsible for clinical decisions.
Output
Return scope, current first-party evidence and date, data classification, workflow or findings, citations reviewed, assumptions rejected, clinical and governance owners, approval state, unresolved risk, and the exact next action. Redact patient and credential data.
Error Handling
| Condition | Response |
|---|---|
| No useful evidence | Broaden terminology or state that evidence is limited; do not manufacture certainty. |
| Citation does not support claim | Treat the claim as unverified and escalate with a redacted example. |
| Urgent patient concern | Leave the tool and follow the organization’s urgent-care or emergency protocol. |
Examples
This compact example shows the minimum reviewable handoff; adapt fields to the approved workflow without adding sensitive data.
Input:
symptom=answer ignores renal impairment; query=de-identified medication comparisonExpected handoff:
cause=missing constraint; citations=reviewed; revised-prompt=ready; clinical-owner=assignedResources
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/.curated/openevidence-common-errors of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Openevidence Common Errors next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Openevidence Common Errors this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| NetworkxzLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Openalex Databaseneflibata-feng/MyArxiv-Agent | 126 | 12 repos | ~3k | Automated safety check: Pass | Custom licence |
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Categories
Questions about Openevidence Common Errors
What does Openevidence Common Errors do?
Diagnose weak, incomplete, or poorly grounded OpenEvidence results using prompt, model, citation, and workflow checks. Openevidence Common Errors is an agent skill from jeremylongshore/tons-of-skills-marketplace. Diagnose weak, incomplete, or poorly grounded OpenEvidence results using prompt, model, citation, and workflow checks.
When should I use Openevidence Common Errors?
Openevidence Common Errors fits situations like: working with OpenEvidence in a healthcare organization; with openevidence common errors; openEvidence troubleshooting; A matching workflow request.
How do I install Openevidence Common Errors in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-common-errors -a claude-code`. Or copy the skill folder (skills/.curated/openevidence-common-errors in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/openevidence-common-errors in your project. Claude Code loads it when a task matches its description.
How do I install Openevidence Common Errors in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-common-errors -a codex`. Or copy the skill folder (skills/.curated/openevidence-common-errors in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/openevidence-common-errors in your project. Codex loads it when a task matches its description.
Can I use Openevidence Common Errors in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill openevidence-common-errors -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openevidence-common-errors, .gemini/skills/openevidence-common-errors, .github/skills/openevidence-common-errors and .opencode/skills/openevidence-common-errors in your project.
What does Openevidence Common Errors need to run?
SKILL.md names no scripts, command-line tools or credentials: Openevidence Common Errors is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; requires authorized OpenEvidence access and qualified clinical review for patient-care use.
Does Openevidence Common Errors access the network?
SKILL.md names 1 domain. As links in the text: openevidence.com. This is read from the text; nothing was executed.
Is Openevidence Common Errors safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Openevidence Common Errors use?
Openevidence Common Errors is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Openevidence Common Errors use?
About 1.2k tokens (SKILL.md is roughly 4.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 641 tokens, read only when the agent opens those files.
What are the alternatives to Openevidence Common Errors?
Skills that share tags, products or a category with Openevidence Common Errors: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Openevidence Common Errors?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.