Creator · Echo-aloha
Last updated · Sep 1, 2026
Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs.
Creator · Echo-aloha
Last updated · Sep 1, 2026
Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs.
Creator · Echo-aloha
Last updated · Sep 1, 2026
Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs.
Creator · Echo-aloha
Last updated · Sep 1, 2026
Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs.
Sandbox only
Install targets
Codex install prompt
Install the "pfc5-ae-energy" agent skill from https://github.com/Echo-aloha/asphalt-codex-skills-5/tree/main/skills/pfc5-ae-energy. 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: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs. 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":"echo-aloha-pfc5-ae-energy","task":"Install pfc5-ae-energy","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
CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.
Scenario
Data analysis
I need my agent to analyze CSV data, produce insights, and explain trends.
Agent fit
Claude Code + OpenAI Agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
Maintenance
fresh
15d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
31
62/100 Quality · 74/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · SKILL.md does not explicitly mention the dependency on the 'pfc-postprocessing' skill, which is declared in dependencies.json.
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
PromisingUseful candidate, but compare it with alternatives before adopting.
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
31 GitHub stars
Repo activity
31 stars, 0 forks
Maintenance
15d since push
License
MIT
Install
npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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 Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energyDo 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%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/echo-aloha-pfc5-ae-energy/install
Agent should check
Copy prompt
Task: Use pfc5-ae-energy in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/echo-aloha-pfc5-ae-energy/install
Install command: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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/echo-aloha-pfc5-ae-energy/install
LLM text format
/api/skills/echo-aloha-pfc5-ae-energy/install?format=text
Find alternatives
/api/skills/search?q=pfc5-ae-energy&limit=3
Agent prompt
Use pfc5-ae-energy for this task. Review https://www.openagentskill.com/api/skills/echo-aloha-pfc5-ae-energy/install, then install with: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energyRegistry 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/echo-aloha-pfc5-ae-energy
LLM text
/api/registry/manifest/echo-aloha-pfc5-ae-energy?format=text
Install alias
/api/registry/install/echo-aloha-pfc5-ae-energy
Recommend
/api/registry/recommend?task=Use%20pfc5-ae-energy%20in%20an%20agent%20workflow&limit=3
Agent fit
Local desktop
Use-case tags
Platforms
Claude Code, OpenAI Agents
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
Local desktop
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
CHECK31 GitHub stars
Stars/forks activity
CHECK31 stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
PASS15d 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
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Workflow fit
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing 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.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection for endpoints and cloud workloads.
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Infisical is the open-source platform for secrets, certificates, and privileged access management.
--- name: pfc5-ae-energy description: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs. ---
# PFC5 AE And Energy
Use this skill when a calibrated bonded/interface PFC5 asphalt model needs damage timing, crack/AE hit statistics, event clustering, or macro energy curves.
## Required Inputs
- PFC2D/PFC3D 5.0, contact/bond failure law and event callback evidence; - stress-strain CSV with units/sign; - hit CSV with time, position, mode and optional force/tensor fields; - clustering thresholds and loading-stage definitions; - elastic modulus used by macro energy approximation.
## Workflow
1. Decide Level 1 hits, Level 2 clustered events, or a separately validated tensor route. 2. Prove PFC5 callback activation with a counter/history. 3. Export raw hits and stress-strain data without GUI-only transformations. 4. Cluster hits with `scripts/cluster_ae_events.py` when event catalogs are required. 5. Compute macro input/elastic/dissipated energy with `scripts/ae_energy_metrics.py`. 6. Tie events and figures to saved stages and preserve raw IDs. 7. Validate thresholds and mechanisms against experimental observations where available.
Read [ae-contract.md](references/ae-contract.md) before choosing classifications.
## Working Rules
- One bond break is a hit, not automatically one laboratory AE event. - Macro stress-strain energy is not direct contact-energy release. - Do not claim moment-tensor mechanisms without the tensor construction and units. - Keep scalar moment symbols distinct from tensor component names. - Classification denominator and threshold must be defined together and used consistently.
## Output Contract
Return raw hit/event schemas, clustering parameters, energy method/units, stage summaries, figures/tables, validation caveats and runtime status.
## Local Contents
- `references/ae-contract.md` — hit/event/energy definitions. - `scripts/cluster_ae_events.py` — deterministic time-space clustering. - `scripts/ae_energy_metrics.py` — macro energy-density computation. - `agents/openai.yaml` — interface metadata.
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 pfc5-ae-energy, ready for a manual X post.
pfc5-ae-energy: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered A... 31 stars https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=x
Listing + install path for pfc5-ae-energy: https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=x Install: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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 Echo-aloha 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/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy/audit)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)Echo-aloha
@echo-aloha
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
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16.3K StarsMaigret
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32.9K StarsNuclei
Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations.
29.2K StarsInfisical
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27.4K StarsSandbox only
Install targets
Codex install prompt
Install the "pfc5-ae-energy" agent skill from https://github.com/Echo-aloha/asphalt-codex-skills-5/tree/main/skills/pfc5-ae-energy. 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: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs. 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":"echo-aloha-pfc5-ae-energy","task":"Install pfc5-ae-energy","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
CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.
Scenario
Data analysis
I need my agent to analyze CSV data, produce insights, and explain trends.
Agent fit
Claude Code + OpenAI Agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
Maintenance
fresh
15d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
31
62/100 Quality · 74/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · SKILL.md does not explicitly mention the dependency on the 'pfc-postprocessing' skill, which is declared in dependencies.json.
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
PromisingUseful candidate, but compare it with alternatives before adopting.
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
31 GitHub stars
Repo activity
31 stars, 0 forks
Maintenance
15d since push
License
MIT
Install
npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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 Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energyDo 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%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/echo-aloha-pfc5-ae-energy/install
Agent should check
Copy prompt
Task: Use pfc5-ae-energy in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/echo-aloha-pfc5-ae-energy/install
Install command: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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/echo-aloha-pfc5-ae-energy/install
LLM text format
/api/skills/echo-aloha-pfc5-ae-energy/install?format=text
Find alternatives
/api/skills/search?q=pfc5-ae-energy&limit=3
Agent prompt
Use pfc5-ae-energy for this task. Review https://www.openagentskill.com/api/skills/echo-aloha-pfc5-ae-energy/install, then install with: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energyRegistry 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/echo-aloha-pfc5-ae-energy
LLM text
/api/registry/manifest/echo-aloha-pfc5-ae-energy?format=text
Install alias
/api/registry/install/echo-aloha-pfc5-ae-energy
Recommend
/api/registry/recommend?task=Use%20pfc5-ae-energy%20in%20an%20agent%20workflow&limit=3
Agent fit
Local desktop
Use-case tags
Platforms
Claude Code, OpenAI Agents
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
Local desktop
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
CHECK31 GitHub stars
Stars/forks activity
CHECK31 stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
PASS15d 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
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Workflow fit
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing 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.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection for endpoints and cloud workloads.
🕵️♂️ Collect a dossier on a person by username from 3000+ sites
Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations.
Infisical is the open-source platform for secrets, certificates, and privileged access management.
--- name: pfc5-ae-energy description: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs. ---
# PFC5 AE And Energy
Use this skill when a calibrated bonded/interface PFC5 asphalt model needs damage timing, crack/AE hit statistics, event clustering, or macro energy curves.
## Required Inputs
- PFC2D/PFC3D 5.0, contact/bond failure law and event callback evidence; - stress-strain CSV with units/sign; - hit CSV with time, position, mode and optional force/tensor fields; - clustering thresholds and loading-stage definitions; - elastic modulus used by macro energy approximation.
## Workflow
1. Decide Level 1 hits, Level 2 clustered events, or a separately validated tensor route. 2. Prove PFC5 callback activation with a counter/history. 3. Export raw hits and stress-strain data without GUI-only transformations. 4. Cluster hits with `scripts/cluster_ae_events.py` when event catalogs are required. 5. Compute macro input/elastic/dissipated energy with `scripts/ae_energy_metrics.py`. 6. Tie events and figures to saved stages and preserve raw IDs. 7. Validate thresholds and mechanisms against experimental observations where available.
Read [ae-contract.md](references/ae-contract.md) before choosing classifications.
## Working Rules
- One bond break is a hit, not automatically one laboratory AE event. - Macro stress-strain energy is not direct contact-energy release. - Do not claim moment-tensor mechanisms without the tensor construction and units. - Keep scalar moment symbols distinct from tensor component names. - Classification denominator and threshold must be defined together and used consistently.
## Output Contract
Return raw hit/event schemas, clustering parameters, energy method/units, stage summaries, figures/tables, validation caveats and runtime status.
## Local Contents
- `references/ae-contract.md` — hit/event/energy definitions. - `scripts/cluster_ae_events.py` — deterministic time-space clustering. - `scripts/ae_energy_metrics.py` — macro energy-density computation. - `agents/openai.yaml` — interface metadata.
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 pfc5-ae-energy, ready for a manual X post.
pfc5-ae-energy: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered A... 31 stars https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=x
Listing + install path for pfc5-ae-energy: https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=x Install: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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 Echo-aloha 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/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy/audit)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)Echo-aloha
@echo-aloha
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Wazuh
Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection for endpoints and cloud workloads.
16.3K StarsMaigret
🕵️♂️ Collect a dossier on a person by username from 3000+ sites
32.9K StarsNuclei
Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations.
29.2K StarsInfisical
Infisical is the open-source platform for secrets, certificates, and privileged access management.
27.4K StarsSandbox only
Install targets
Codex install prompt
Install the "pfc5-ae-energy" agent skill from https://github.com/Echo-aloha/asphalt-codex-skills-5/tree/main/skills/pfc5-ae-energy. 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: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs. 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":"echo-aloha-pfc5-ae-energy","task":"Install pfc5-ae-energy","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
CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.
Scenario
Data analysis
I need my agent to analyze CSV data, produce insights, and explain trends.
Agent fit
Claude Code + OpenAI Agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
Maintenance
fresh
15d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
31
62/100 Quality · 74/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · SKILL.md does not explicitly mention the dependency on the 'pfc-postprocessing' skill, which is declared in dependencies.json.
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
PromisingUseful candidate, but compare it with alternatives before adopting.
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
31 GitHub stars
Repo activity
31 stars, 0 forks
Maintenance
15d since push
License
MIT
Install
npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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 Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energyDo 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%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/echo-aloha-pfc5-ae-energy/install
Agent should check
Copy prompt
Task: Use pfc5-ae-energy in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/echo-aloha-pfc5-ae-energy/install
Install command: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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/echo-aloha-pfc5-ae-energy/install
LLM text format
/api/skills/echo-aloha-pfc5-ae-energy/install?format=text
Find alternatives
/api/skills/search?q=pfc5-ae-energy&limit=3
Agent prompt
Use pfc5-ae-energy for this task. Review https://www.openagentskill.com/api/skills/echo-aloha-pfc5-ae-energy/install, then install with: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energyRegistry 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/echo-aloha-pfc5-ae-energy
LLM text
/api/registry/manifest/echo-aloha-pfc5-ae-energy?format=text
Install alias
/api/registry/install/echo-aloha-pfc5-ae-energy
Recommend
/api/registry/recommend?task=Use%20pfc5-ae-energy%20in%20an%20agent%20workflow&limit=3
Agent fit
Local desktop
Use-case tags
Platforms
Claude Code, OpenAI Agents
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
Local desktop
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
CHECK31 GitHub stars
Stars/forks activity
CHECK31 stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
PASS15d 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
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Workflow fit
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing 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.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
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--- name: pfc5-ae-energy description: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs. ---
# PFC5 AE And Energy
Use this skill when a calibrated bonded/interface PFC5 asphalt model needs damage timing, crack/AE hit statistics, event clustering, or macro energy curves.
## Required Inputs
- PFC2D/PFC3D 5.0, contact/bond failure law and event callback evidence; - stress-strain CSV with units/sign; - hit CSV with time, position, mode and optional force/tensor fields; - clustering thresholds and loading-stage definitions; - elastic modulus used by macro energy approximation.
## Workflow
1. Decide Level 1 hits, Level 2 clustered events, or a separately validated tensor route. 2. Prove PFC5 callback activation with a counter/history. 3. Export raw hits and stress-strain data without GUI-only transformations. 4. Cluster hits with `scripts/cluster_ae_events.py` when event catalogs are required. 5. Compute macro input/elastic/dissipated energy with `scripts/ae_energy_metrics.py`. 6. Tie events and figures to saved stages and preserve raw IDs. 7. Validate thresholds and mechanisms against experimental observations where available.
Read [ae-contract.md](references/ae-contract.md) before choosing classifications.
## Working Rules
- One bond break is a hit, not automatically one laboratory AE event. - Macro stress-strain energy is not direct contact-energy release. - Do not claim moment-tensor mechanisms without the tensor construction and units. - Keep scalar moment symbols distinct from tensor component names. - Classification denominator and threshold must be defined together and used consistently.
## Output Contract
Return raw hit/event schemas, clustering parameters, energy method/units, stage summaries, figures/tables, validation caveats and runtime status.
## Local Contents
- `references/ae-contract.md` — hit/event/energy definitions. - `scripts/cluster_ae_events.py` — deterministic time-space clustering. - `scripts/ae_energy_metrics.py` — macro energy-density computation. - `agents/openai.yaml` — interface metadata.
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 pfc5-ae-energy, ready for a manual X post.
pfc5-ae-energy: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered A... 31 stars https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=x
Listing + install path for pfc5-ae-energy: https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=x Install: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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 Echo-aloha 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/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy/audit)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)Echo-aloha
@echo-aloha
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
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16.3K StarsMaigret
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32.9K StarsNuclei
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29.2K StarsInfisical
Infisical is the open-source platform for secrets, certificates, and privileged access management.
27.4K StarsSandbox only
Install targets
Codex install prompt
Install the "pfc5-ae-energy" agent skill from https://github.com/Echo-aloha/asphalt-codex-skills-5/tree/main/skills/pfc5-ae-energy. 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: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs. 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":"echo-aloha-pfc5-ae-energy","task":"Install pfc5-ae-energy","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
CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.
Scenario
Data analysis
I need my agent to analyze CSV data, produce insights, and explain trends.
Agent fit
Claude Code + OpenAI Agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
Maintenance
fresh
15d since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
31
62/100 Quality · 74/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · SKILL.md does not explicitly mention the dependency on the 'pfc-postprocessing' skill, which is declared in dependencies.json.
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
PromisingUseful candidate, but compare it with alternatives before adopting.
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
31 GitHub stars
Repo activity
31 stars, 0 forks
Maintenance
15d since push
License
MIT
Install
npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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 Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energyDo 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%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/echo-aloha-pfc5-ae-energy/install
Agent should check
Copy prompt
Task: Use pfc5-ae-energy in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20pfc5-ae-energy%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/echo-aloha-pfc5-ae-energy/install
Install command: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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/echo-aloha-pfc5-ae-energy/install
LLM text format
/api/skills/echo-aloha-pfc5-ae-energy/install?format=text
Find alternatives
/api/skills/search?q=pfc5-ae-energy&limit=3
Agent prompt
Use pfc5-ae-energy for this task. Review https://www.openagentskill.com/api/skills/echo-aloha-pfc5-ae-energy/install, then install with: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energyRegistry 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/echo-aloha-pfc5-ae-energy
LLM text
/api/registry/manifest/echo-aloha-pfc5-ae-energy?format=text
Install alias
/api/registry/install/echo-aloha-pfc5-ae-energy
Recommend
/api/registry/recommend?task=Use%20pfc5-ae-energy%20in%20an%20agent%20workflow&limit=3
Agent fit
Local desktop
Use-case tags
Platforms
Claude Code, OpenAI Agents
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
Local desktop
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
CHECK31 GitHub stars
Stars/forks activity
CHECK31 stars, 0 forks; issue activity unavailable in current metadata
Recent maintenance
PASS15d 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
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Operate local tools
I need my agent to operate local files and desktop apps in a repeatable workflow.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Workflow fit
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing 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.
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Similar skills that may fit this task.
Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection for endpoints and cloud workloads.
🕵️♂️ Collect a dossier on a person by username from 3000+ sites
Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations.
Infisical is the open-source platform for secrets, certificates, and privileged access management.
--- name: pfc5-ae-energy description: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered AE events, macro energy density, source fields, stage summaries, and auditable CSV outputs. ---
# PFC5 AE And Energy
Use this skill when a calibrated bonded/interface PFC5 asphalt model needs damage timing, crack/AE hit statistics, event clustering, or macro energy curves.
## Required Inputs
- PFC2D/PFC3D 5.0, contact/bond failure law and event callback evidence; - stress-strain CSV with units/sign; - hit CSV with time, position, mode and optional force/tensor fields; - clustering thresholds and loading-stage definitions; - elastic modulus used by macro energy approximation.
## Workflow
1. Decide Level 1 hits, Level 2 clustered events, or a separately validated tensor route. 2. Prove PFC5 callback activation with a counter/history. 3. Export raw hits and stress-strain data without GUI-only transformations. 4. Cluster hits with `scripts/cluster_ae_events.py` when event catalogs are required. 5. Compute macro input/elastic/dissipated energy with `scripts/ae_energy_metrics.py`. 6. Tie events and figures to saved stages and preserve raw IDs. 7. Validate thresholds and mechanisms against experimental observations where available.
Read [ae-contract.md](references/ae-contract.md) before choosing classifications.
## Working Rules
- One bond break is a hit, not automatically one laboratory AE event. - Macro stress-strain energy is not direct contact-energy release. - Do not claim moment-tensor mechanisms without the tensor construction and units. - Keep scalar moment symbols distinct from tensor component names. - Classification denominator and threshold must be defined together and used consistently.
## Output Contract
Return raw hit/event schemas, clustering parameters, energy method/units, stage summaries, figures/tables, validation caveats and runtime status.
## Local Contents
- `references/ae-contract.md` — hit/event/energy definitions. - `scripts/cluster_ae_events.py` — deterministic time-space clustering. - `scripts/ae_energy_metrics.py` — macro energy-density computation. - `agents/openai.yaml` — interface metadata.
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 pfc5-ae-energy, ready for a manual X post.
pfc5-ae-energy: Instrument and post-process PFC 5.0 asphalt damage studies using bond-break hits, clustered A... 31 stars https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=x
Listing + install path for pfc5-ae-energy: https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=x Install: npx skills add Echo-aloha/asphalt-codex-skills-5 --skill pfc5-ae-energy
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 Echo-aloha 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/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy/audit)
[](https://www.openagentskill.com/skills/echo-aloha-pfc5-ae-energy?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)Echo-aloha
@echo-aloha
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Wazuh
Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection for endpoints and cloud workloads.
16.3K StarsMaigret
🕵️♂️ Collect a dossier on a person by username from 3000+ sites
32.9K StarsNuclei
Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations.
29.2K StarsInfisical
Infisical is the open-source platform for secrets, certificates, and privileged access management.
27.4K 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