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Results for “bias-correction”

Exact name and slug matches are checked against the live registry before ranked alternatives.

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Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-10 of 10 ranked candidates matching "bias-correction"

Best blend of relevance, quality, freshness, and verified outcomes

AIF360

VERIFIEDEXCELLENT · 94TRUST · 88SAFE · REVIEWEDDESIGN

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

$ npx skills add Trusted-AI/AIF360

2.8K stars63 quality88 trustReviewed2mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

pythonmachine-learning

by Trusted-AIDetailsQuick view

Self Correction Human Parsing

VERIFIEDPROMISING · 65TRUST · 80SAFE · REVIEWEDCODING

An out-of-box human parsing representation extractor.

$ npx skills add GoGoDuck912/Self-Correction-Human-Parsing

1.2K stars48 quality80 trustReviewed with permission notes2y since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision

by GoGoDuck912DetailsQuick view

Llm Aided Ocr

VERIFIEDEXCELLENT · 85TRUST · 81SAFE · REVIEWEDRESEARCH

Enhances Tesseract OCR output using LLMs (local or API) for error correction, smart chunking, and markdown formatting of scanned PDFs

$ npx skills add Dicklesworthstone/llm_aided_ocr

2.9K stars59 quality81 trustReviewed with permission notes5mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

CLI + Codex · 4 targets

pythonocr

by DicklesworthstoneDetailsQuick view

Tqec

STRONG · 71TRUST · 77SAFE · REVIEWEDDESIGN

Design automation software tools for Topological Quantum Error Correction

$ npx skills add tqec/tqec

368 stars49 quality77 trustReviewed with permission notes2mo since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

CLI + Codex · 4 targets

pythondesign-automation

by tqecDetailsQuick view

Tech Earnings Deep Dive

STRONG · 81TRUST · 80SAFE · REVIEWEDFINANCE

Create a multi-perspective technology-company earnings memo with evidence standards, valuation lenses, and anti-bias checks.

$ npx -y skills add star23/Day1Global-Skills --skill tech-earnings-deepdive

1.0K stars54 quality80 trustReviewed with permission notesClaude Code + OpenAI Agents4d since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository freshness is limited; validate market facts, rules, and valuation as…

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository freshness is limited; validate market facts, rules, and valuation as…

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Finance and quant · I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.

Claude Code + OpenAI Agents · 4 targets

codexclaude-codeskills.sh

by star23DetailsQuick view

DocTr

NEEDS REVIEW · 42TRUST · 68SAFE · EXPERIMENTALRESEARCH

The official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.

$ npx skills add fh2019ustc/DocTr

434 stars37 quality68 trustExperimental1y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

CLI + Codex · 4 targets

pythonocr

by fh2019ustcDetailsQuick view

ChineseAddress OCR

NEEDS REVIEW · 41TRUST · 67SAFE · BLOCKEDRESEARCH

Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。

$ npx skills add Walleclipse/ChineseAddress_OCR

349 stars37 quality67 trustBlocked for auto-install7y since pushRisky

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear

Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

CLI + Codex · 4 targets

pythonocr

by WalleclipseDetailsQuick view

EuConform

PROMISING · 62TRUST · 74SAFE · REVIEWEDLEGAL

EU AI Act Compliance Tool - Risk classification and bias testing

$ npx skills add Hiepler/EuConform

122 stars41 quality74 trustReviewed with permission notes4mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Legal and compliance · I need my agent to review contracts, privacy policies, or compliance documents and summarize risks.

CLI + Codex · 4 targets

typescriptcompliance

by HieplerDetailsQuick view

GazeAnimationV2

NEEDS REVIEW · 43TRUST · 68SAFE · EXPERIMENTALCODING

Unsupervised High-Resolution Portrait Gaze Correction and Animation (TIP 2022)

$ npx skills add zhangqianhui/GazeAnimationV2

202 stars35 quality68 trustExperimental3y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

computer-vision

by zhangqianhuiDetailsQuick view

Reflect

NEEDS REVIEW · 40TRUST · 70SAFE · EXPERIMENTALCODING

[CoRL 2023] REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction

$ npx skills add real-stanford/reflect

107 stars33 quality70 trustExperimental2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

jupyter-notebookrobotics

by real-stanfordDetailsQuick view

Live registry search

Results for “bias-correction”

Exact name and slug matches are checked against the live registry before ranked alternatives.

Clear search

Decision filters

Choose by scenario, quality, and trust signals.

Use casePlatform fitQuality tierTrust profileSafety gateGitHub adoption

Showing 1-10 of 10 ranked candidates matching "bias-correction"

Best blend of relevance, quality, freshness, and verified outcomes

AIF360

VERIFIEDEXCELLENT · 94TRUST · 88SAFE · REVIEWEDDESIGN

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

$ npx skills add Trusted-AI/AIF360

2.8K stars63 quality88 trustReviewed2mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin

Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

pythonmachine-learning

by Trusted-AIDetailsQuick view

Self Correction Human Parsing

VERIFIEDPROMISING · 65TRUST · 80SAFE · REVIEWEDCODING

An out-of-box human parsing representation extractor.

$ npx skills add GoGoDuck912/Self-Correction-Human-Parsing

1.2K stars48 quality80 trustReviewed with permission notes2y since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision

by GoGoDuck912DetailsQuick view

Llm Aided Ocr

VERIFIEDEXCELLENT · 85TRUST · 81SAFE · REVIEWEDRESEARCH

Enhances Tesseract OCR output using LLMs (local or API) for error correction, smart chunking, and markdown formatting of scanned PDFs

$ npx skills add Dicklesworthstone/llm_aided_ocr

2.9K stars59 quality81 trustReviewed with permission notes5mo since pushSafe to try

QualityHigh-confidence pick with strong adoption and healthy maintenance signals.

TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

CLI + Codex · 4 targets

pythonocr

by DicklesworthstoneDetailsQuick view

Tqec

STRONG · 71TRUST · 77SAFE · REVIEWEDDESIGN

Design automation software tools for Topological Quantum Error Correction

$ npx skills add tqec/tqec

368 stars49 quality77 trustReviewed with permission notes2mo since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Design and creative · I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

CLI + Codex · 4 targets

pythondesign-automation

by tqecDetailsQuick view

Tech Earnings Deep Dive

STRONG · 81TRUST · 80SAFE · REVIEWEDFINANCE

Create a multi-perspective technology-company earnings memo with evidence standards, valuation lenses, and anti-bias checks.

$ npx -y skills add star23/Day1Global-Skills --skill tech-earnings-deepdive

1.0K stars54 quality80 trustReviewed with permission notesClaude Code + OpenAI Agents4d since pushNeeds review

QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository freshness is limited; validate market facts, rules, and valuation as…

TrustGood trust signals with a few areas worth checking before rollout.Review: Repository freshness is limited; validate market facts, rules, and valuation as…

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Finance and quant · I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.

Claude Code + OpenAI Agents · 4 targets

codexclaude-codeskills.sh

by star23DetailsQuick view

DocTr

NEEDS REVIEW · 42TRUST · 68SAFE · EXPERIMENTALRESEARCH

The official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.

$ npx skills add fh2019ustc/DocTr

434 stars37 quality68 trustExperimental1y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

CLI + Codex · 4 targets

pythonocr

by fh2019ustcDetailsQuick view

ChineseAddress OCR

NEEDS REVIEW · 41TRUST · 67SAFE · BLOCKEDRESEARCH

Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。

$ npx skills add Walleclipse/ChineseAddress_OCR

349 stars37 quality67 trustBlocked for auto-install7y since pushRisky

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear

Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.

CLI + Codex · 4 targets

pythonocr

by WalleclipseDetailsQuick view

EuConform

PROMISING · 62TRUST · 74SAFE · REVIEWEDLEGAL

EU AI Act Compliance Tool - Risk classification and bias testing

$ npx skills add Hiepler/EuConform

122 stars41 quality74 trustReviewed with permission notes4mo since pushNeeds review

QualityUseful candidate, but compare it with alternatives before adopting.

TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review

Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Legal and compliance · I need my agent to review contracts, privacy policies, or compliance documents and summarize risks.

CLI + Codex · 4 targets

typescriptcompliance

by HieplerDetailsQuick view

GazeAnimationV2

NEEDS REVIEW · 43TRUST · 68SAFE · EXPERIMENTALCODING

Unsupervised High-Resolution Portrait Gaze Correction and Animation (TIP 2022)

$ npx skills add zhangqianhui/GazeAnimationV2

202 stars35 quality68 trustExperimental3y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

computer-vision

by zhangqianhuiDetailsQuick view

Reflect

NEEDS REVIEW · 40TRUST · 70SAFE · EXPERIMENTALCODING

[CoRL 2023] REFLECT: Summarizing Robot Experiences for Failure Explanation and Correction

$ npx skills add real-stanford/reflect

107 stars33 quality70 trustExperimental2y since pushNeeds review

QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale

TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale

Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

jupyter-notebookrobotics

by real-stanfordDetailsQuick view

AI Agent Skills Directory

Results for “bias-correction”

Choose by scenario, quality, and trust signals.

AIF360

Self Correction Human Parsing

Llm Aided Ocr

Tqec

Tech Earnings Deep Dive

DocTr

ChineseAddress OCR

EuConform

GazeAnimationV2

Reflect

AI Agent Skills Directory

Results for “bias-correction”

Choose by scenario, quality, and trust signals.

AIF360

Self Correction Human Parsing

Llm Aided Ocr

Tqec

Tech Earnings Deep Dive

DocTr

ChineseAddress OCR

EuConform

GazeAnimationV2

Reflect

AI Agent Skills Directory

Results for “bias-correction”

Choose by scenario, quality, and trust signals.

AIF360

Self Correction Human Parsing

Llm Aided Ocr

Tqec

Tech Earnings Deep Dive

DocTr

ChineseAddress OCR

EuConform

GazeAnimationV2

Reflect