Best fit
- Review prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk. Use before any workflow handles venue auth, user portfolio data, API keys, or trade planning.
affaan-m/ECC
prediction-market-risk-review
Review prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk. Use before any workflow handles venue auth, user portfolio data, API keys, or trade planning.
81Collecting
See how to use itView GitHub source
npx skills add https://github.com/affaan-m/ECC --skill "skills/prediction-market-risk-review"Automated source guide
Source checked Jul 28, 2026·Refresh due Oct 26, 2026
Reorganized from the pinned upstream SKILL.md
Turn prediction-market-risk-review's source instructions into a guide you can follow
According to the pinned SKILL.md from affaan-m/ECC: Use this skill before a prediction-market workflow touches user financial context, venue authentication, portfolio data, automation, or execution-capable tools.
npx skills add https://github.com/affaan-m/ECC --skill "skills/prediction-market-risk-review"Bring this context
- A concrete task that matches the documented purpose of prediction-market-risk-review.
- The files, examples, or context the task depends on.
- Your constraints, target environment, and definition of done.
Expected outputs
- scope reviewed
- pass/warn/fail findings
- blocked actions
Key source sections
Read prediction-market-risk-review through these 5 source sections
Sections are extracted automatically from the pinned SKILL.md and link back to the source.
Review Gates
Confirm the output is informational.
Confirm the output is informational.Remove buy/sell/hold/size recommendations.Keep manual user decision points explicit.
Advice Boundary
Confirm the output is informational.
Confirm the output is informational.Remove buy/sell/hold/size recommendations.Keep manual user decision points explicit.
Venue And Regulatory Boundary
Identify venue terms, geography restrictions, account limits, and API rules.
Identify venue terms, geography restrictions, account limits, and API rules.Flag betting, derivatives, securities, or commodities ambiguity for legalDo not bypass venue restrictions or rate limits.
Data Quality
Check market liquidity, spread, resolution rules, stale prices, and source
Check market liquidity, spread, resolution rules, stale prices, and sourceSeparate public venue data from Itô gated data.Do not mix public and private sources without labels.
Security
Do not request or store private keys, seed phrases, or passwords.
Do not request or store private keys, seed phrases, or passwords.Keep ITOAPIKEY and venue API keys out of logs and docs.Use read-only scopes by default.
SkillSignal prompt templates
Provide the task, context, and acceptance criteria
These prompts were written by SkillSignal from the source structure; they are not upstream text.
Task-start prompt
Confirm source fit, inputs, and outputs before acting.
Use prediction-market-risk-review to help me with: [specific task]. Context: [files, data, or background]. Constraints: [environment, scope, and prohibited actions]. Before acting, check the pinned SKILL.md and explain which sections apply, what inputs are still missing, and what you will deliver.
Source-guided execution
Make the Agent explicitly follow the key extracted sections.
Apply the pinned prediction-market-risk-review source to [task]. Pay particular attention to these source sections: “Review Gates”, “Advice Boundary”, “Venue And Regulatory Boundary”, “Data Quality”, “Security”. Preserve the important decision at each step. Mark facts not covered by the source as “needs confirmation” instead of inventing them. Then verify the result against my acceptance criteria: [criteria].
Result-review prompt
Check omissions, permissions, and source drift before delivery.
Review the current prediction-market-risk-review result: (1) does it satisfy the original task; (2) were any applicable steps or limits in the pinned SKILL.md missed; (3) did it perform any unauthorized file, command, network, or data action; and (4) which conclusions remain unverified? List issues first, then fix only what the source or user authorization supports.
Output checklist
Verify each item before delivery
The task matches the purpose documented in the SKILL.md.
The source section “Review Gates” has been checked.
The source section “Advice Boundary” has been checked.
The source section “Venue And Regulatory Boundary” has been checked.
The source section “Data Quality” has been checked.
Inputs, constraints, and acceptance criteria are explicit.
Unverified facts, compatibility, and outcome claims are clearly marked.
Any file, command, network, or data action has been reviewed.
Choose a different workflow
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Open source detailFAQ
What does prediction-market-risk-review do?
Use this skill before a prediction-market workflow touches user financial context, venue authentication, portfolio data, automation, or execution-capable tools.
How do I start using prediction-market-risk-review?
The catalog detected this source-specific install command: npx skills add https://github.com/affaan-m/ECC --skill "skills/prediction-market-risk-review". Inspect the command and pinned source before running it.
Which Agent platforms does it declare?
No dedicated Agent platform is declared in the pinned source record.
Repository stars
234,327
Repository forks
35,711
Quality
81/100
Source repository last pushed
Quality breakdown
Based on traceable docs and repository signals; stars are not treated as quality.
Documentation22/30
Specificity17/25
Maintenance20/20
Trust signals22/25
Compare before choosing
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View original Skill.mdThis page is parsed directly from the repository SKILL.md without editorial rewriting. Collected: Jul 28, 2026 · about 1 min
Prediction Market Risk Review
Use this skill before a prediction-market workflow touches user financial context, venue authentication, portfolio data, automation, or execution-capable tools.
Review Gates
Advice Boundary
- Confirm the output is informational.
- Remove buy/sell/hold/size recommendations.
- Keep manual user decision points explicit.
Venue And Regulatory Boundary
- Identify venue terms, geography restrictions, account limits, and API rules.
- Flag betting, derivatives, securities, or commodities ambiguity for legal review when relevant.
- Do not bypass venue restrictions or rate limits.
Data Quality
- Check market liquidity, spread, resolution rules, stale prices, and source timestamps.
- Separate public venue data from Itô gated data.
- Do not mix public and private sources without labels.
Security
- Do not request or store private keys, seed phrases, or passwords.
- Keep
ITO_API_KEYand venue API keys out of logs and docs. - Use read-only scopes by default.
- Require circuit breakers, spend limits, dry runs, and human approval before any private implementation adds execution.
Privacy
- Minimize user portfolio, financial, and knowledge-base data.
- Redact private sources in public artifacts.
- Preserve only the fields needed for the review.
Output Contract
Return:
- scope reviewed
- pass/warn/fail findings
- blocked actions
- required mitigations
- safe next step
If any execution-capable step is requested, require a separate implementation plan and explicit user approval.
- Source repo
- affaan-m/ECC
- Skill path
- skills/prediction-market-risk-review/SKILL.md
- Commit SHA
- 4e973d3eaf92
- Repository license
- MIT
- Data collected