Creator · calesthio
Last updated · Sep 1, 2026
Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks.
Creator · calesthio
Last updated · Sep 1, 2026
Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks.
Creator · calesthio
Last updated · Sep 1, 2026
Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks.
Creator · calesthio
Last updated · Sep 1, 2026
Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks.
Review then install
Install targets
Codex install prompt
Install the "character-animation-qa" agent skill from https://github.com/calesthio/OpenMontage/tree/main/.agents/skills/character-animation-qa. 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: Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks. 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":"calesthio-character-animation-qa","task":"Install character-animation-qa","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
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Testing and QA
I need my agent to test a web app, reproduce bugs, and verify fixes.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add calesthio/OpenMontage --skill character-animation-qa
Maintenance
fresh
15d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
55K
93/100 Quality · 85/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
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
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
55K GitHub stars
Repo activity
55K stars, 6.9K forks
Maintenance
15d since push
License
MIT
Install
npx skills add calesthio/OpenMontage --skill character-animation-qa
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 calesthio/OpenMontage --skill character-animation-qaDo not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
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%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/calesthio-character-animation-qa/install
Agent should check
Copy prompt
Task: Use character-animation-qa in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/calesthio-character-animation-qa/install
Install command: npx skills add calesthio/OpenMontage --skill character-animation-qa
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/calesthio-character-animation-qa/install
LLM text format
/api/skills/calesthio-character-animation-qa/install?format=text
Find alternatives
/api/skills/search?q=character-animation-qa&limit=3
Agent prompt
Use character-animation-qa for this task. Review https://www.openagentskill.com/api/skills/calesthio-character-animation-qa/install, then install with: npx skills add calesthio/OpenMontage --skill character-animation-qaRegistry 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/calesthio-character-animation-qa
LLM text
/api/registry/manifest/calesthio-character-animation-qa?format=text
Install alias
/api/registry/install/calesthio-character-animation-qa
Recommend
/api/registry/recommend?task=Use%20character-animation-qa%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Web scraping
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS55K GitHub stars
Stars/forks activity
PASS55K stars, 6.9K forks; issue activity unavailable in current metadata
Recent maintenance
PASS15d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Scrape, clean, and reuse web data
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: character-animation-qa description: Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks. license: MIT ---
# Character Animation QA
Use this skill before presenting a character-animation preview or final render.
## Review Layers
1. Schema validation: character design, rig plan, pose library, action timeline. 2. Static asset checks: referenced parts and backgrounds exist. 3. Browser preview: load the preview, capture screenshots, collect console errors. 4. Motion check: compare sampled frames for non-trivial differences. 5. Final MP4 check: ffprobe metadata, duration, resolution, audio, frame samples. 6. Agent visual review: inspect sampled frames for detached limbs, bad layers, off-frame characters, unreadable expressions, broken text.
## Playwright Pattern
```ts const browser = await chromium.launch(); const page = await browser.newPage({ viewport: { width: 1280, height: 720 } }); await page.goto(previewUrl, { waitUntil: "networkidle" }); await page.screenshot({ path: "preview.png" }); ```
## Pass/Revise/Fail
- `pass`: technical checks pass, acting is readable. - `revise`: fixable rig/timeline issue. - `fail`: missing assets, blank render, runtime failure, or wrong runtime.
## Sources
- Playwright screenshots: https://playwright.dev/docs/screenshots - Playwright page navigation: https://playwright.dev/docs/api/class-page#page-goto - FFmpeg/ffprobe should be used for final media probing: https://ffmpeg.org/ffprobe.html
Source provenance
Decision snapshot
55,318 GitHub stars
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 character-animation-qa, ready for a manual X post.
character-animation-qa: Review local character animation with schema checks, Playwright browser previews, frame sampl... 55.3K stars https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=x
Listing + install path for character-animation-qa: https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=x Install: npx skills add calesthio/OpenMontage --skill character-animation-qa
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 calesthio 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/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa/audit)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)calesthio
@calesthio
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsReview then install
Install targets
Codex install prompt
Install the "character-animation-qa" agent skill from https://github.com/calesthio/OpenMontage/tree/main/.agents/skills/character-animation-qa. 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: Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks. 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":"calesthio-character-animation-qa","task":"Install character-animation-qa","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
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Testing and QA
I need my agent to test a web app, reproduce bugs, and verify fixes.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add calesthio/OpenMontage --skill character-animation-qa
Maintenance
fresh
15d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
55K
93/100 Quality · 85/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
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
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
55K GitHub stars
Repo activity
55K stars, 6.9K forks
Maintenance
15d since push
License
MIT
Install
npx skills add calesthio/OpenMontage --skill character-animation-qa
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 calesthio/OpenMontage --skill character-animation-qaDo not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
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%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/calesthio-character-animation-qa/install
Agent should check
Copy prompt
Task: Use character-animation-qa in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/calesthio-character-animation-qa/install
Install command: npx skills add calesthio/OpenMontage --skill character-animation-qa
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/calesthio-character-animation-qa/install
LLM text format
/api/skills/calesthio-character-animation-qa/install?format=text
Find alternatives
/api/skills/search?q=character-animation-qa&limit=3
Agent prompt
Use character-animation-qa for this task. Review https://www.openagentskill.com/api/skills/calesthio-character-animation-qa/install, then install with: npx skills add calesthio/OpenMontage --skill character-animation-qaRegistry 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/calesthio-character-animation-qa
LLM text
/api/registry/manifest/calesthio-character-animation-qa?format=text
Install alias
/api/registry/install/calesthio-character-animation-qa
Recommend
/api/registry/recommend?task=Use%20character-animation-qa%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Web scraping
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS55K GitHub stars
Stars/forks activity
PASS55K stars, 6.9K forks; issue activity unavailable in current metadata
Recent maintenance
PASS15d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Scrape, clean, and reuse web data
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: character-animation-qa description: Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks. license: MIT ---
# Character Animation QA
Use this skill before presenting a character-animation preview or final render.
## Review Layers
1. Schema validation: character design, rig plan, pose library, action timeline. 2. Static asset checks: referenced parts and backgrounds exist. 3. Browser preview: load the preview, capture screenshots, collect console errors. 4. Motion check: compare sampled frames for non-trivial differences. 5. Final MP4 check: ffprobe metadata, duration, resolution, audio, frame samples. 6. Agent visual review: inspect sampled frames for detached limbs, bad layers, off-frame characters, unreadable expressions, broken text.
## Playwright Pattern
```ts const browser = await chromium.launch(); const page = await browser.newPage({ viewport: { width: 1280, height: 720 } }); await page.goto(previewUrl, { waitUntil: "networkidle" }); await page.screenshot({ path: "preview.png" }); ```
## Pass/Revise/Fail
- `pass`: technical checks pass, acting is readable. - `revise`: fixable rig/timeline issue. - `fail`: missing assets, blank render, runtime failure, or wrong runtime.
## Sources
- Playwright screenshots: https://playwright.dev/docs/screenshots - Playwright page navigation: https://playwright.dev/docs/api/class-page#page-goto - FFmpeg/ffprobe should be used for final media probing: https://ffmpeg.org/ffprobe.html
Source provenance
Decision snapshot
55,318 GitHub stars
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 character-animation-qa, ready for a manual X post.
character-animation-qa: Review local character animation with schema checks, Playwright browser previews, frame sampl... 55.3K stars https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=x
Listing + install path for character-animation-qa: https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=x Install: npx skills add calesthio/OpenMontage --skill character-animation-qa
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 calesthio 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/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa/audit)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)calesthio
@calesthio
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsReview then install
Install targets
Codex install prompt
Install the "character-animation-qa" agent skill from https://github.com/calesthio/OpenMontage/tree/main/.agents/skills/character-animation-qa. 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: Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks. 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":"calesthio-character-animation-qa","task":"Install character-animation-qa","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
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Testing and QA
I need my agent to test a web app, reproduce bugs, and verify fixes.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add calesthio/OpenMontage --skill character-animation-qa
Maintenance
fresh
15d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
55K
93/100 Quality · 85/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
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
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
55K GitHub stars
Repo activity
55K stars, 6.9K forks
Maintenance
15d since push
License
MIT
Install
npx skills add calesthio/OpenMontage --skill character-animation-qa
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 calesthio/OpenMontage --skill character-animation-qaDo not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
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%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/calesthio-character-animation-qa/install
Agent should check
Copy prompt
Task: Use character-animation-qa in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/calesthio-character-animation-qa/install
Install command: npx skills add calesthio/OpenMontage --skill character-animation-qa
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/calesthio-character-animation-qa/install
LLM text format
/api/skills/calesthio-character-animation-qa/install?format=text
Find alternatives
/api/skills/search?q=character-animation-qa&limit=3
Agent prompt
Use character-animation-qa for this task. Review https://www.openagentskill.com/api/skills/calesthio-character-animation-qa/install, then install with: npx skills add calesthio/OpenMontage --skill character-animation-qaRegistry 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/calesthio-character-animation-qa
LLM text
/api/registry/manifest/calesthio-character-animation-qa?format=text
Install alias
/api/registry/install/calesthio-character-animation-qa
Recommend
/api/registry/recommend?task=Use%20character-animation-qa%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Web scraping
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS55K GitHub stars
Stars/forks activity
PASS55K stars, 6.9K forks; issue activity unavailable in current metadata
Recent maintenance
PASS15d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Scrape, clean, and reuse web data
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
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Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: character-animation-qa description: Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks. license: MIT ---
# Character Animation QA
Use this skill before presenting a character-animation preview or final render.
## Review Layers
1. Schema validation: character design, rig plan, pose library, action timeline. 2. Static asset checks: referenced parts and backgrounds exist. 3. Browser preview: load the preview, capture screenshots, collect console errors. 4. Motion check: compare sampled frames for non-trivial differences. 5. Final MP4 check: ffprobe metadata, duration, resolution, audio, frame samples. 6. Agent visual review: inspect sampled frames for detached limbs, bad layers, off-frame characters, unreadable expressions, broken text.
## Playwright Pattern
```ts const browser = await chromium.launch(); const page = await browser.newPage({ viewport: { width: 1280, height: 720 } }); await page.goto(previewUrl, { waitUntil: "networkidle" }); await page.screenshot({ path: "preview.png" }); ```
## Pass/Revise/Fail
- `pass`: technical checks pass, acting is readable. - `revise`: fixable rig/timeline issue. - `fail`: missing assets, blank render, runtime failure, or wrong runtime.
## Sources
- Playwright screenshots: https://playwright.dev/docs/screenshots - Playwright page navigation: https://playwright.dev/docs/api/class-page#page-goto - FFmpeg/ffprobe should be used for final media probing: https://ffmpeg.org/ffprobe.html
Source provenance
Decision snapshot
55,318 GitHub stars
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 character-animation-qa, ready for a manual X post.
character-animation-qa: Review local character animation with schema checks, Playwright browser previews, frame sampl... 55.3K stars https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=x
Listing + install path for character-animation-qa: https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=x Install: npx skills add calesthio/OpenMontage --skill character-animation-qa
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 calesthio 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/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa/audit)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)calesthio
@calesthio
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
UI-TARS Desktop
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Install targets
Codex install prompt
Install the "character-animation-qa" agent skill from https://github.com/calesthio/OpenMontage/tree/main/.agents/skills/character-animation-qa. 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: Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks. 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":"calesthio-character-animation-qa","task":"Install character-animation-qa","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
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Testing and QA
I need my agent to test a web app, reproduce bugs, and verify fixes.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add calesthio/OpenMontage --skill character-animation-qa
Maintenance
fresh
15d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
55K
93/100 Quality · 85/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
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
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
55K GitHub stars
Repo activity
55K stars, 6.9K forks
Maintenance
15d since push
License
MIT
Install
npx skills add calesthio/OpenMontage --skill character-animation-qa
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 calesthio/OpenMontage --skill character-animation-qaDo not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill may drive a browser or interact with web pages.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
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%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/calesthio-character-animation-qa/install
Agent should check
Copy prompt
Task: Use character-animation-qa in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20character-animation-qa%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/calesthio-character-animation-qa/install
Install command: npx skills add calesthio/OpenMontage --skill character-animation-qa
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/calesthio-character-animation-qa/install
LLM text format
/api/skills/calesthio-character-animation-qa/install?format=text
Find alternatives
/api/skills/search?q=character-animation-qa&limit=3
Agent prompt
Use character-animation-qa for this task. Review https://www.openagentskill.com/api/skills/calesthio-character-animation-qa/install, then install with: npx skills add calesthio/OpenMontage --skill character-animation-qaRegistry 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/calesthio-character-animation-qa
LLM text
/api/registry/manifest/calesthio-character-animation-qa?format=text
Install alias
/api/registry/install/calesthio-character-animation-qa
Recommend
/api/registry/recommend?task=Use%20character-animation-qa%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
Claude Code, Browser agents
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Web scraping
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS55K GitHub stars
Stars/forks activity
PASS55K stars, 6.9K forks; issue activity unavailable in current metadata
Recent maintenance
PASS15d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Collect structured data
I need my agent to scrape websites and extract structured data from pages.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Scrape, clean, and reuse web data
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Design, build, test, and ship interfaces
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: character-animation-qa description: Review local character animation with schema checks, Playwright browser previews, frame sampling, and FFmpeg/ffprobe final output checks. license: MIT ---
# Character Animation QA
Use this skill before presenting a character-animation preview or final render.
## Review Layers
1. Schema validation: character design, rig plan, pose library, action timeline. 2. Static asset checks: referenced parts and backgrounds exist. 3. Browser preview: load the preview, capture screenshots, collect console errors. 4. Motion check: compare sampled frames for non-trivial differences. 5. Final MP4 check: ffprobe metadata, duration, resolution, audio, frame samples. 6. Agent visual review: inspect sampled frames for detached limbs, bad layers, off-frame characters, unreadable expressions, broken text.
## Playwright Pattern
```ts const browser = await chromium.launch(); const page = await browser.newPage({ viewport: { width: 1280, height: 720 } }); await page.goto(previewUrl, { waitUntil: "networkidle" }); await page.screenshot({ path: "preview.png" }); ```
## Pass/Revise/Fail
- `pass`: technical checks pass, acting is readable. - `revise`: fixable rig/timeline issue. - `fail`: missing assets, blank render, runtime failure, or wrong runtime.
## Sources
- Playwright screenshots: https://playwright.dev/docs/screenshots - Playwright page navigation: https://playwright.dev/docs/api/class-page#page-goto - FFmpeg/ffprobe should be used for final media probing: https://ffmpeg.org/ffprobe.html
Source provenance
Decision snapshot
55,318 GitHub stars
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 character-animation-qa, ready for a manual X post.
character-animation-qa: Review local character animation with schema checks, Playwright browser previews, frame sampl... 55.3K stars https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=x
Listing + install path for character-animation-qa: https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=x Install: npx skills add calesthio/OpenMontage --skill character-animation-qa
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 calesthio 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/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa/audit)
[](https://www.openagentskill.com/skills/calesthio-character-animation-qa?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)calesthio
@calesthio
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsPermission surface
network or browser access, database access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
Permission surface
network or browser access, database access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
Permission surface
network or browser access, database access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness
Permission surface
network or browser access, database access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Install readiness