Creator · CloudWave818
Last updated · Sep 6, 2026
Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citat
Creator · CloudWave818
Last updated · Sep 6, 2026
Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citat
Creator · CloudWave818
Last updated · Sep 6, 2026
Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citat
Creator · CloudWave818
Last updated · Sep 6, 2026
Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citat
Sandbox only
Install targets
Codex install prompt
Install the "ieee-paper-reader" agent skill from https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"cloudwave818-ieee-paper-reader","task":"Install ieee-paper-reader","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Maintenance
fresh
27d since push
Risk
Needs review
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail.
GitHub quality
259
71/100 Quality · 76/100 Trust
Coverage tags
Review notes
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail. · Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
259 GitHub stars
Repo activity
259 stars, 17 forks
Maintenance
27d since push
License
MIT
Install
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add CloudWave818/ieee-skills --skill ieee-paper-readerDo not use when
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/cloudwave818-ieee-paper-reader/install
Agent should check
Copy prompt
Task: Use ieee-paper-reader in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cloudwave818-ieee-paper-reader/install
Install command: npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/cloudwave818-ieee-paper-reader/install
LLM text format
/api/skills/cloudwave818-ieee-paper-reader/install?format=text
Find alternatives
/api/skills/search?q=ieee-paper-reader&limit=3
Agent prompt
Use ieee-paper-reader for this task. Review https://www.openagentskill.com/api/skills/cloudwave818-ieee-paper-reader/install, then install with: npx skills add CloudWave818/ieee-skills --skill ieee-paper-readerRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/cloudwave818-ieee-paper-reader
LLM text
/api/registry/manifest/cloudwave818-ieee-paper-reader?format=text
Install alias
/api/registry/install/cloudwave818-ieee-paper-reader
Recommend
/api/registry/recommend?task=Use%20ieee-paper-reader%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO259 GitHub stars
Stars/forks activity
CHECK259 stars, 17 forks; issue activity unavailable in current metadata
Recent maintenance
PASS27d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Publish consistently
I need my agent to turn research and product updates into useful content drafts.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Apache ECharts is a powerful, interactive charting and data visualization library for browser
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Apache Superset is a Data Visualization and Data Exploration Platform
--- name: ieee-paper-reader description: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt. ---
# IEEE Paper Reader Router
Use this skill to turn an IEEE paper into a structured technical brief. Focus on contribution logic, method mechanics, evidence, and reuse value.
Do not provide only a generic summary. Follow the routing protocol and load the selected fragments.
## Routing Protocol
1. Read `manifest.yaml`. 2. Read every file listed under `always_load`. 3. Detect the axes: - `reading_purpose`: literature-review / implementation / replication / reviewer-assessment / citation-positioning / quick-summary. - `input_scope`: full-paper / abstract-only / introduction-related-work / method-only / experiments-only / figures-tables / excerpt. - `paper_type`: algorithmic / system / hardware / control / communications / signal-processing / survey / general. - `extraction_focus`: contribution / method-pipeline / equations / experiments / limitations / reproducibility / related-work. - `output_depth`: brief / standard / deep. 4. State the detected axes in one short line. 5. Load only the matching fragments. 6. Extract a source-bounded fact base before analysis. 7. Mark missing information when the input is partial.
## Output Contract
Default:
```text Detected axes: reading_purpose=..., input_scope=..., paper_type=..., extraction_focus=..., output_depth=...
Paper kernel - Object: - Method: - Condition: - Prior limitation: - Main contribution: - Evidence:
Structured notes [purpose-specific output]
Limitations / missing information - ... ```
For implementation or replication, include a checklist of missing details.
For citation positioning, include how the paper should and should not be cited.
## Red Lines
Do not invent paper content, equations, results, datasets, or limitations not present in the supplied material.
Do not overquote source text. Summarize and paraphrase.
If the input is only an abstract or excerpt, keep the assessment bounded.
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for ieee-paper-reader, ready for a manual X post.
A practical pick for source-backed research: ieee-paper-reader: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem settin... 259 stars https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=x
Listing + install path for ieee-paper-reader: https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=x Install: npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to CloudWave818 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader/audit)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)CloudWave818
@cloudwave818
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Echarts
Apache ECharts is a powerful, interactive charting and data visualization library for browser
67.2K StarsD3
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
113.1K StarsScientific Agent Skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
33.5K StarsSuperset
Apache Superset is a Data Visualization and Data Exploration Platform
74.7K StarsSandbox only
Install targets
Codex install prompt
Install the "ieee-paper-reader" agent skill from https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"cloudwave818-ieee-paper-reader","task":"Install ieee-paper-reader","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Maintenance
fresh
27d since push
Risk
Needs review
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail.
GitHub quality
259
71/100 Quality · 76/100 Trust
Coverage tags
Review notes
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail. · Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
259 GitHub stars
Repo activity
259 stars, 17 forks
Maintenance
27d since push
License
MIT
Install
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add CloudWave818/ieee-skills --skill ieee-paper-readerDo not use when
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/cloudwave818-ieee-paper-reader/install
Agent should check
Copy prompt
Task: Use ieee-paper-reader in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cloudwave818-ieee-paper-reader/install
Install command: npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/cloudwave818-ieee-paper-reader/install
LLM text format
/api/skills/cloudwave818-ieee-paper-reader/install?format=text
Find alternatives
/api/skills/search?q=ieee-paper-reader&limit=3
Agent prompt
Use ieee-paper-reader for this task. Review https://www.openagentskill.com/api/skills/cloudwave818-ieee-paper-reader/install, then install with: npx skills add CloudWave818/ieee-skills --skill ieee-paper-readerRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/cloudwave818-ieee-paper-reader
LLM text
/api/registry/manifest/cloudwave818-ieee-paper-reader?format=text
Install alias
/api/registry/install/cloudwave818-ieee-paper-reader
Recommend
/api/registry/recommend?task=Use%20ieee-paper-reader%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO259 GitHub stars
Stars/forks activity
CHECK259 stars, 17 forks; issue activity unavailable in current metadata
Recent maintenance
PASS27d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Publish consistently
I need my agent to turn research and product updates into useful content drafts.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Apache ECharts is a powerful, interactive charting and data visualization library for browser
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Apache Superset is a Data Visualization and Data Exploration Platform
--- name: ieee-paper-reader description: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt. ---
# IEEE Paper Reader Router
Use this skill to turn an IEEE paper into a structured technical brief. Focus on contribution logic, method mechanics, evidence, and reuse value.
Do not provide only a generic summary. Follow the routing protocol and load the selected fragments.
## Routing Protocol
1. Read `manifest.yaml`. 2. Read every file listed under `always_load`. 3. Detect the axes: - `reading_purpose`: literature-review / implementation / replication / reviewer-assessment / citation-positioning / quick-summary. - `input_scope`: full-paper / abstract-only / introduction-related-work / method-only / experiments-only / figures-tables / excerpt. - `paper_type`: algorithmic / system / hardware / control / communications / signal-processing / survey / general. - `extraction_focus`: contribution / method-pipeline / equations / experiments / limitations / reproducibility / related-work. - `output_depth`: brief / standard / deep. 4. State the detected axes in one short line. 5. Load only the matching fragments. 6. Extract a source-bounded fact base before analysis. 7. Mark missing information when the input is partial.
## Output Contract
Default:
```text Detected axes: reading_purpose=..., input_scope=..., paper_type=..., extraction_focus=..., output_depth=...
Paper kernel - Object: - Method: - Condition: - Prior limitation: - Main contribution: - Evidence:
Structured notes [purpose-specific output]
Limitations / missing information - ... ```
For implementation or replication, include a checklist of missing details.
For citation positioning, include how the paper should and should not be cited.
## Red Lines
Do not invent paper content, equations, results, datasets, or limitations not present in the supplied material.
Do not overquote source text. Summarize and paraphrase.
If the input is only an abstract or excerpt, keep the assessment bounded.
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for ieee-paper-reader, ready for a manual X post.
A practical pick for source-backed research: ieee-paper-reader: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem settin... 259 stars https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=x
Listing + install path for ieee-paper-reader: https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=x Install: npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to CloudWave818 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader/audit)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)CloudWave818
@cloudwave818
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Echarts
Apache ECharts is a powerful, interactive charting and data visualization library for browser
67.2K StarsD3
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
113.1K StarsScientific Agent Skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
33.5K StarsSuperset
Apache Superset is a Data Visualization and Data Exploration Platform
74.7K StarsSandbox only
Install targets
Codex install prompt
Install the "ieee-paper-reader" agent skill from https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"cloudwave818-ieee-paper-reader","task":"Install ieee-paper-reader","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Maintenance
fresh
27d since push
Risk
Needs review
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail.
GitHub quality
259
71/100 Quality · 76/100 Trust
Coverage tags
Review notes
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail. · Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
259 GitHub stars
Repo activity
259 stars, 17 forks
Maintenance
27d since push
License
MIT
Install
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add CloudWave818/ieee-skills --skill ieee-paper-readerDo not use when
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/cloudwave818-ieee-paper-reader/install
Agent should check
Copy prompt
Task: Use ieee-paper-reader in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cloudwave818-ieee-paper-reader/install
Install command: npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/cloudwave818-ieee-paper-reader/install
LLM text format
/api/skills/cloudwave818-ieee-paper-reader/install?format=text
Find alternatives
/api/skills/search?q=ieee-paper-reader&limit=3
Agent prompt
Use ieee-paper-reader for this task. Review https://www.openagentskill.com/api/skills/cloudwave818-ieee-paper-reader/install, then install with: npx skills add CloudWave818/ieee-skills --skill ieee-paper-readerRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/cloudwave818-ieee-paper-reader
LLM text
/api/registry/manifest/cloudwave818-ieee-paper-reader?format=text
Install alias
/api/registry/install/cloudwave818-ieee-paper-reader
Recommend
/api/registry/recommend?task=Use%20ieee-paper-reader%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO259 GitHub stars
Stars/forks activity
CHECK259 stars, 17 forks; issue activity unavailable in current metadata
Recent maintenance
PASS27d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Publish consistently
I need my agent to turn research and product updates into useful content drafts.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Apache ECharts is a powerful, interactive charting and data visualization library for browser
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Apache Superset is a Data Visualization and Data Exploration Platform
--- name: ieee-paper-reader description: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt. ---
# IEEE Paper Reader Router
Use this skill to turn an IEEE paper into a structured technical brief. Focus on contribution logic, method mechanics, evidence, and reuse value.
Do not provide only a generic summary. Follow the routing protocol and load the selected fragments.
## Routing Protocol
1. Read `manifest.yaml`. 2. Read every file listed under `always_load`. 3. Detect the axes: - `reading_purpose`: literature-review / implementation / replication / reviewer-assessment / citation-positioning / quick-summary. - `input_scope`: full-paper / abstract-only / introduction-related-work / method-only / experiments-only / figures-tables / excerpt. - `paper_type`: algorithmic / system / hardware / control / communications / signal-processing / survey / general. - `extraction_focus`: contribution / method-pipeline / equations / experiments / limitations / reproducibility / related-work. - `output_depth`: brief / standard / deep. 4. State the detected axes in one short line. 5. Load only the matching fragments. 6. Extract a source-bounded fact base before analysis. 7. Mark missing information when the input is partial.
## Output Contract
Default:
```text Detected axes: reading_purpose=..., input_scope=..., paper_type=..., extraction_focus=..., output_depth=...
Paper kernel - Object: - Method: - Condition: - Prior limitation: - Main contribution: - Evidence:
Structured notes [purpose-specific output]
Limitations / missing information - ... ```
For implementation or replication, include a checklist of missing details.
For citation positioning, include how the paper should and should not be cited.
## Red Lines
Do not invent paper content, equations, results, datasets, or limitations not present in the supplied material.
Do not overquote source text. Summarize and paraphrase.
If the input is only an abstract or excerpt, keep the assessment bounded.
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for ieee-paper-reader, ready for a manual X post.
A practical pick for source-backed research: ieee-paper-reader: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem settin... 259 stars https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=x
Listing + install path for ieee-paper-reader: https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=x Install: npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to CloudWave818 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader/audit)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)CloudWave818
@cloudwave818
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Echarts
Apache ECharts is a powerful, interactive charting and data visualization library for browser
67.2K StarsD3
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
113.1K StarsScientific Agent Skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
33.5K StarsSuperset
Apache Superset is a Data Visualization and Data Exploration Platform
74.7K StarsSandbox only
Install targets
Codex install prompt
Install the "ieee-paper-reader" agent skill from https://github.com/CloudWave818/ieee-skills/tree/main/skills/ieee-paper-reader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"cloudwave818-ieee-paper-reader","task":"Install ieee-paper-reader","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Maintenance
fresh
27d since push
Risk
Needs review
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail.
GitHub quality
259
71/100 Quality · 76/100 Trust
Coverage tags
Review notes
The manifest.yaml references shared files outside the skill directory (../_shared/references/...). If the skill is used outside the full repository, these dependencies may be missing, causing the skill to fail. · Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
259 GitHub stars
Repo activity
259 stars, 17 forks
Maintenance
27d since push
License
MIT
Install
npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add CloudWave818/ieee-skills --skill ieee-paper-readerDo not use when
Agent safety v2
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/cloudwave818-ieee-paper-reader/install
Agent should check
Copy prompt
Task: Use ieee-paper-reader in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20ieee-paper-reader%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cloudwave818-ieee-paper-reader/install
Install command: npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/cloudwave818-ieee-paper-reader/install
LLM text format
/api/skills/cloudwave818-ieee-paper-reader/install?format=text
Find alternatives
/api/skills/search?q=ieee-paper-reader&limit=3
Agent prompt
Use ieee-paper-reader for this task. Review https://www.openagentskill.com/api/skills/cloudwave818-ieee-paper-reader/install, then install with: npx skills add CloudWave818/ieee-skills --skill ieee-paper-readerRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/cloudwave818-ieee-paper-reader
LLM text
/api/registry/manifest/cloudwave818-ieee-paper-reader?format=text
Install alias
/api/registry/install/cloudwave818-ieee-paper-reader
Recommend
/api/registry/recommend?task=Use%20ieee-paper-reader%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO259 GitHub stars
Stars/forks activity
CHECK259 stars, 17 forks; issue activity unavailable in current metadata
Recent maintenance
PASS27d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Publish consistently
I need my agent to turn research and product updates into useful content drafts.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Similar skills that may fit this task.
Apache ECharts is a powerful, interactive charting and data visualization library for browser
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Apache Superset is a Data Visualization and Data Exploration Platform
--- name: ieee-paper-reader description: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem setting, object-method-condition logic, contributions, method pipeline, equations, datasets, baselines, metrics, ablations, limitations, replication details, citation role, related-work positioning, implementation notes, or reviewer-style assessment from a paper, PDF, abstract, or manuscript excerpt. ---
# IEEE Paper Reader Router
Use this skill to turn an IEEE paper into a structured technical brief. Focus on contribution logic, method mechanics, evidence, and reuse value.
Do not provide only a generic summary. Follow the routing protocol and load the selected fragments.
## Routing Protocol
1. Read `manifest.yaml`. 2. Read every file listed under `always_load`. 3. Detect the axes: - `reading_purpose`: literature-review / implementation / replication / reviewer-assessment / citation-positioning / quick-summary. - `input_scope`: full-paper / abstract-only / introduction-related-work / method-only / experiments-only / figures-tables / excerpt. - `paper_type`: algorithmic / system / hardware / control / communications / signal-processing / survey / general. - `extraction_focus`: contribution / method-pipeline / equations / experiments / limitations / reproducibility / related-work. - `output_depth`: brief / standard / deep. 4. State the detected axes in one short line. 5. Load only the matching fragments. 6. Extract a source-bounded fact base before analysis. 7. Mark missing information when the input is partial.
## Output Contract
Default:
```text Detected axes: reading_purpose=..., input_scope=..., paper_type=..., extraction_focus=..., output_depth=...
Paper kernel - Object: - Method: - Condition: - Prior limitation: - Main contribution: - Evidence:
Structured notes [purpose-specific output]
Limitations / missing information - ... ```
For implementation or replication, include a checklist of missing details.
For citation positioning, include how the paper should and should not be cited.
## Red Lines
Do not invent paper content, equations, results, datasets, or limitations not present in the supplied material.
Do not overquote source text. Summarize and paraphrase.
If the input is only an abstract or excerpt, keep the assessment bounded.
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for ieee-paper-reader, ready for a manual X post.
A practical pick for source-backed research: ieee-paper-reader: Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows. Use when extracting problem settin... 259 stars https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=x
Listing + install path for ieee-paper-reader: https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=x Install: npx skills add CloudWave818/ieee-skills --skill ieee-paper-reader
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to CloudWave818 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader/audit)
[](https://www.openagentskill.com/skills/cloudwave818-ieee-paper-reader?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)CloudWave818
@cloudwave818
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Echarts
Apache ECharts is a powerful, interactive charting and data visualization library for browser
67.2K StarsD3
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
113.1K StarsScientific Agent Skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
33.5K StarsSuperset
Apache Superset is a Data Visualization and Data Exploration Platform
74.7K StarsPermission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness