Creator · product-on-purpose
Last updated · Sep 5, 2026
Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or
Creator · product-on-purpose
Last updated · Sep 5, 2026
Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or
Creator · product-on-purpose
Last updated · Sep 5, 2026
Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or
Creator · product-on-purpose
Last updated · Sep 5, 2026
Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or
Review then install
Install targets
Codex install prompt
Install the "deliver-edge-cases" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/deliver-edge-cases. 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: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or during QA planning to identify boundary and limit scenarios to test. Distinct from deliver-acceptance-criteria, which writes story-level Given/When/Then checks; this skill produces the whole-feature edge-case catalog. 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":"product-on-purpose-deliver-edge-cases","task":"Install deliver-edge-cases","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
Maintenance
fresh
2d since push
Risk
Safe to try
Quality score needs review
GitHub quality
644
75/100 Quality · 83/100 Trust
Coverage tags
Review notes
Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
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
644 GitHub stars
Repo activity
644 stars, 82 forks
Maintenance
2d since push
License
Apache-2.0
Install
npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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 product-on-purpose/pm-skills --skill deliver-edge-casesDo not use when
Alternative
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Alternative
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npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
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 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%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/product-on-purpose-deliver-edge-cases/install
Agent should check
Copy prompt
Task: Use deliver-edge-cases in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/product-on-purpose-deliver-edge-cases/install
Install command: npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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/product-on-purpose-deliver-edge-cases/install
LLM text format
/api/skills/product-on-purpose-deliver-edge-cases/install?format=text
Find alternatives
/api/skills/search?q=deliver-edge-cases&limit=3
Agent prompt
Use deliver-edge-cases for this task. Review https://www.openagentskill.com/api/skills/product-on-purpose-deliver-edge-cases/install, then install with: npx skills add product-on-purpose/pm-skills --skill deliver-edge-casesRegistry 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/product-on-purpose-deliver-edge-cases
LLM text
/api/registry/manifest/product-on-purpose-deliver-edge-cases?format=text
Install alias
/api/registry/install/product-on-purpose-deliver-edge-cases
Recommend
/api/registry/recommend?task=Use%20deliver-edge-cases%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Claude Code
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
GitHub automation
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
INFO644 GitHub stars
Stars/forks activity
INFO644 stars, 82 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
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.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
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Run autonomous deep research over web and local sources
--- name: deliver-edge-cases description: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or during QA planning to identify boundary and limit scenarios to test. Distinct from deliver-acceptance-criteria, which writes story-level Given/When/Then checks; this skill produces the whole-feature edge-case catalog. license: Apache-2.0 metadata: phase: deliver version: "2.1.1" updated: 2026-06-13 category: specification frameworks: [triple-diamond, lean-startup, design-thinking] author: product-on-purpose --- <!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 --> # Edge Cases
An edge cases document systematically catalogs the unusual, boundary, and error scenarios for a feature. While happy-path flows are typically well-specified, edge cases often get discovered in production - causing bugs, poor user experience, and support burden. Documenting edge cases upfront ensures engineering handles them intentionally and QA knows what to test.
## When to Use
- When you need to enumerate failure modes, race conditions, timeouts, and boundary or limit scenarios - everything that can go wrong - and define a recovery path for each - During feature specification before engineering begins - When preparing QA test plans - After discovering production bugs to prevent similar issues - When reviewing PRDs or user stories for completeness - Before launch to ensure error states have been designed
## When NOT to Use
- You need story-scoped Given/When/Then checks for handoff -> use `deliver-acceptance-criteria`; this skill catalogs the whole feature's failure surface - The feature is not specified enough to enumerate inputs, states, and limits -> use `deliver-prd` first - A production incident already happened and you want the learning banked -> use `iterate-lessons-log`, then update this catalog with the new case - You need readiness coordination for a launch, not failure analysis -> use `deliver-launch-checklist`
## Instructions
When asked to document edge cases, follow these steps:
1. **Define the Feature Scope** Clearly describe what feature or flow you're analyzing. Edge cases are specific to context - the same input might be valid in one feature and invalid in another.
2. **Walk Through Input Validation** Consider every user input: What if it's empty? Too long? Wrong format? Contains special characters? What are the minimum and maximum valid values?
3. **Explore Boundary Conditions** Find the edges of acceptable ranges. If a field accepts 1-100, test 0, 1, 100, and 101. Consider pagination boundaries, timeout thresholds, and rate limits.
4. **Map Error States** Identify what can go wrong: network failures, permission denied, resource not found, concurrent modifications, expired sessions. Document both the scenario and expected behavior.
5. **Consider Concurrency Issues** What if two users act simultaneously? What if the user double-clicks? What if data changes between load and save? Race conditions often cause subtle bugs.
6. **Define Recovery Paths** For each error, specify how users recover. What message do they see? Can they retry? Is data preserved? Good error handling turns frustration into confidence.
7. **Prioritize by Likelihood and Impact** Not all edge cases need the same attention. High-likelihood + high-impact cases need robust handling; rare + low-impact cases might just need graceful failure.
## Output Format
Use the template in `references/TEMPLATE.md` to structure the output. A complete edge-case catalog fills every template section: Feature Overview; Edge Case Categories; Error Messages; Recovery Paths; and Test Scenarios.
## Quality Checklist
Before finalizing, verify:
- [ ] All user inputs have validation edge cases documented - [ ] Boundary conditions are explicitly listed - [ ] Network/system failure scenarios are covered - [ ] Each error state has a defined user-facing message - [ ] Recovery paths are specified (not just error detection) - [ ] Edge cases are prioritized by likelihood and impact
## Examples
See `references/EXAMPLE.md` for a completed example.
Source provenance
Decision snapshot
644 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 deliver-edge-cases, ready for a manual X post.
deliver-edge-cases: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths... 644 stars https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=x
Listing + install path for deliver-edge-cases: https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=x Install: npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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 product-on-purpose 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/product-on-purpose-deliver-edge-cases?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases/audit)
[](https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)product-on-purpose
@product-on-purpose
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
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38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
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Install targets
Codex install prompt
Install the "deliver-edge-cases" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/deliver-edge-cases. 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: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or during QA planning to identify boundary and limit scenarios to test. Distinct from deliver-acceptance-criteria, which writes story-level Given/When/Then checks; this skill produces the whole-feature edge-case catalog. 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":"product-on-purpose-deliver-edge-cases","task":"Install deliver-edge-cases","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
Maintenance
fresh
2d since push
Risk
Safe to try
Quality score needs review
GitHub quality
644
75/100 Quality · 83/100 Trust
Coverage tags
Review notes
Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
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
644 GitHub stars
Repo activity
644 stars, 82 forks
Maintenance
2d since push
License
Apache-2.0
Install
npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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 product-on-purpose/pm-skills --skill deliver-edge-casesDo not use when
Alternative
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Alternative
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Alternative
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Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
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 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%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/product-on-purpose-deliver-edge-cases/install
Agent should check
Copy prompt
Task: Use deliver-edge-cases in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/product-on-purpose-deliver-edge-cases/install
Install command: npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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/product-on-purpose-deliver-edge-cases/install
LLM text format
/api/skills/product-on-purpose-deliver-edge-cases/install?format=text
Find alternatives
/api/skills/search?q=deliver-edge-cases&limit=3
Agent prompt
Use deliver-edge-cases for this task. Review https://www.openagentskill.com/api/skills/product-on-purpose-deliver-edge-cases/install, then install with: npx skills add product-on-purpose/pm-skills --skill deliver-edge-casesRegistry 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/product-on-purpose-deliver-edge-cases
LLM text
/api/registry/manifest/product-on-purpose-deliver-edge-cases?format=text
Install alias
/api/registry/install/product-on-purpose-deliver-edge-cases
Recommend
/api/registry/recommend?task=Use%20deliver-edge-cases%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Claude Code
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
GitHub automation
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
INFO644 GitHub stars
Stars/forks activity
INFO644 stars, 82 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
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.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: deliver-edge-cases description: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or during QA planning to identify boundary and limit scenarios to test. Distinct from deliver-acceptance-criteria, which writes story-level Given/When/Then checks; this skill produces the whole-feature edge-case catalog. license: Apache-2.0 metadata: phase: deliver version: "2.1.1" updated: 2026-06-13 category: specification frameworks: [triple-diamond, lean-startup, design-thinking] author: product-on-purpose --- <!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 --> # Edge Cases
An edge cases document systematically catalogs the unusual, boundary, and error scenarios for a feature. While happy-path flows are typically well-specified, edge cases often get discovered in production - causing bugs, poor user experience, and support burden. Documenting edge cases upfront ensures engineering handles them intentionally and QA knows what to test.
## When to Use
- When you need to enumerate failure modes, race conditions, timeouts, and boundary or limit scenarios - everything that can go wrong - and define a recovery path for each - During feature specification before engineering begins - When preparing QA test plans - After discovering production bugs to prevent similar issues - When reviewing PRDs or user stories for completeness - Before launch to ensure error states have been designed
## When NOT to Use
- You need story-scoped Given/When/Then checks for handoff -> use `deliver-acceptance-criteria`; this skill catalogs the whole feature's failure surface - The feature is not specified enough to enumerate inputs, states, and limits -> use `deliver-prd` first - A production incident already happened and you want the learning banked -> use `iterate-lessons-log`, then update this catalog with the new case - You need readiness coordination for a launch, not failure analysis -> use `deliver-launch-checklist`
## Instructions
When asked to document edge cases, follow these steps:
1. **Define the Feature Scope** Clearly describe what feature or flow you're analyzing. Edge cases are specific to context - the same input might be valid in one feature and invalid in another.
2. **Walk Through Input Validation** Consider every user input: What if it's empty? Too long? Wrong format? Contains special characters? What are the minimum and maximum valid values?
3. **Explore Boundary Conditions** Find the edges of acceptable ranges. If a field accepts 1-100, test 0, 1, 100, and 101. Consider pagination boundaries, timeout thresholds, and rate limits.
4. **Map Error States** Identify what can go wrong: network failures, permission denied, resource not found, concurrent modifications, expired sessions. Document both the scenario and expected behavior.
5. **Consider Concurrency Issues** What if two users act simultaneously? What if the user double-clicks? What if data changes between load and save? Race conditions often cause subtle bugs.
6. **Define Recovery Paths** For each error, specify how users recover. What message do they see? Can they retry? Is data preserved? Good error handling turns frustration into confidence.
7. **Prioritize by Likelihood and Impact** Not all edge cases need the same attention. High-likelihood + high-impact cases need robust handling; rare + low-impact cases might just need graceful failure.
## Output Format
Use the template in `references/TEMPLATE.md` to structure the output. A complete edge-case catalog fills every template section: Feature Overview; Edge Case Categories; Error Messages; Recovery Paths; and Test Scenarios.
## Quality Checklist
Before finalizing, verify:
- [ ] All user inputs have validation edge cases documented - [ ] Boundary conditions are explicitly listed - [ ] Network/system failure scenarios are covered - [ ] Each error state has a defined user-facing message - [ ] Recovery paths are specified (not just error detection) - [ ] Edge cases are prioritized by likelihood and impact
## Examples
See `references/EXAMPLE.md` for a completed example.
Source provenance
Decision snapshot
644 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 deliver-edge-cases, ready for a manual X post.
deliver-edge-cases: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths... 644 stars https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=x
Listing + install path for deliver-edge-cases: https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=x Install: npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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 product-on-purpose 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/product-on-purpose-deliver-edge-cases?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases/audit)
[](https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)product-on-purpose
@product-on-purpose
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
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Run autonomous deep research over web and local sources
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Install targets
Codex install prompt
Install the "deliver-edge-cases" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/deliver-edge-cases. 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: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or during QA planning to identify boundary and limit scenarios to test. Distinct from deliver-acceptance-criteria, which writes story-level Given/When/Then checks; this skill produces the whole-feature edge-case catalog. 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":"product-on-purpose-deliver-edge-cases","task":"Install deliver-edge-cases","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
Maintenance
fresh
2d since push
Risk
Safe to try
Quality score needs review
GitHub quality
644
75/100 Quality · 83/100 Trust
Coverage tags
Review notes
Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
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
644 GitHub stars
Repo activity
644 stars, 82 forks
Maintenance
2d since push
License
Apache-2.0
Install
npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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 product-on-purpose/pm-skills --skill deliver-edge-casesDo not use when
Alternative
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npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
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npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
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 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%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/product-on-purpose-deliver-edge-cases/install
Agent should check
Copy prompt
Task: Use deliver-edge-cases in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/product-on-purpose-deliver-edge-cases/install
Install command: npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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/product-on-purpose-deliver-edge-cases/install
LLM text format
/api/skills/product-on-purpose-deliver-edge-cases/install?format=text
Find alternatives
/api/skills/search?q=deliver-edge-cases&limit=3
Agent prompt
Use deliver-edge-cases for this task. Review https://www.openagentskill.com/api/skills/product-on-purpose-deliver-edge-cases/install, then install with: npx skills add product-on-purpose/pm-skills --skill deliver-edge-casesRegistry 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/product-on-purpose-deliver-edge-cases
LLM text
/api/registry/manifest/product-on-purpose-deliver-edge-cases?format=text
Install alias
/api/registry/install/product-on-purpose-deliver-edge-cases
Recommend
/api/registry/recommend?task=Use%20deliver-edge-cases%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Claude Code
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
GitHub automation
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
INFO644 GitHub stars
Stars/forks activity
INFO644 stars, 82 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
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.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: deliver-edge-cases description: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or during QA planning to identify boundary and limit scenarios to test. Distinct from deliver-acceptance-criteria, which writes story-level Given/When/Then checks; this skill produces the whole-feature edge-case catalog. license: Apache-2.0 metadata: phase: deliver version: "2.1.1" updated: 2026-06-13 category: specification frameworks: [triple-diamond, lean-startup, design-thinking] author: product-on-purpose --- <!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 --> # Edge Cases
An edge cases document systematically catalogs the unusual, boundary, and error scenarios for a feature. While happy-path flows are typically well-specified, edge cases often get discovered in production - causing bugs, poor user experience, and support burden. Documenting edge cases upfront ensures engineering handles them intentionally and QA knows what to test.
## When to Use
- When you need to enumerate failure modes, race conditions, timeouts, and boundary or limit scenarios - everything that can go wrong - and define a recovery path for each - During feature specification before engineering begins - When preparing QA test plans - After discovering production bugs to prevent similar issues - When reviewing PRDs or user stories for completeness - Before launch to ensure error states have been designed
## When NOT to Use
- You need story-scoped Given/When/Then checks for handoff -> use `deliver-acceptance-criteria`; this skill catalogs the whole feature's failure surface - The feature is not specified enough to enumerate inputs, states, and limits -> use `deliver-prd` first - A production incident already happened and you want the learning banked -> use `iterate-lessons-log`, then update this catalog with the new case - You need readiness coordination for a launch, not failure analysis -> use `deliver-launch-checklist`
## Instructions
When asked to document edge cases, follow these steps:
1. **Define the Feature Scope** Clearly describe what feature or flow you're analyzing. Edge cases are specific to context - the same input might be valid in one feature and invalid in another.
2. **Walk Through Input Validation** Consider every user input: What if it's empty? Too long? Wrong format? Contains special characters? What are the minimum and maximum valid values?
3. **Explore Boundary Conditions** Find the edges of acceptable ranges. If a field accepts 1-100, test 0, 1, 100, and 101. Consider pagination boundaries, timeout thresholds, and rate limits.
4. **Map Error States** Identify what can go wrong: network failures, permission denied, resource not found, concurrent modifications, expired sessions. Document both the scenario and expected behavior.
5. **Consider Concurrency Issues** What if two users act simultaneously? What if the user double-clicks? What if data changes between load and save? Race conditions often cause subtle bugs.
6. **Define Recovery Paths** For each error, specify how users recover. What message do they see? Can they retry? Is data preserved? Good error handling turns frustration into confidence.
7. **Prioritize by Likelihood and Impact** Not all edge cases need the same attention. High-likelihood + high-impact cases need robust handling; rare + low-impact cases might just need graceful failure.
## Output Format
Use the template in `references/TEMPLATE.md` to structure the output. A complete edge-case catalog fills every template section: Feature Overview; Edge Case Categories; Error Messages; Recovery Paths; and Test Scenarios.
## Quality Checklist
Before finalizing, verify:
- [ ] All user inputs have validation edge cases documented - [ ] Boundary conditions are explicitly listed - [ ] Network/system failure scenarios are covered - [ ] Each error state has a defined user-facing message - [ ] Recovery paths are specified (not just error detection) - [ ] Edge cases are prioritized by likelihood and impact
## Examples
See `references/EXAMPLE.md` for a completed example.
Source provenance
Decision snapshot
644 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 deliver-edge-cases, ready for a manual X post.
deliver-edge-cases: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths... 644 stars https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=x
Listing + install path for deliver-edge-cases: https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=x Install: npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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 product-on-purpose 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/product-on-purpose-deliver-edge-cases?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases/audit)
[](https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)product-on-purpose
@product-on-purpose
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsReview then install
Install targets
Codex install prompt
Install the "deliver-edge-cases" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/skills/deliver-edge-cases. 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: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or during QA planning to identify boundary and limit scenarios to test. Distinct from deliver-acceptance-criteria, which writes story-level Given/When/Then checks; this skill produces the whole-feature edge-case catalog. 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":"product-on-purpose-deliver-edge-cases","task":"Install deliver-edge-cases","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
Maintenance
fresh
2d since push
Risk
Safe to try
Quality score needs review
GitHub quality
644
75/100 Quality · 83/100 Trust
Coverage tags
Review notes
Quality score needs review
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
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
644 GitHub stars
Repo activity
644 stars, 82 forks
Maintenance
2d since push
License
Apache-2.0
Install
npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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 product-on-purpose/pm-skills --skill deliver-edge-casesDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
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 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%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/product-on-purpose-deliver-edge-cases/install
Agent should check
Copy prompt
Task: Use deliver-edge-cases in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20deliver-edge-cases%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/product-on-purpose-deliver-edge-cases/install
Install command: npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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/product-on-purpose-deliver-edge-cases/install
LLM text format
/api/skills/product-on-purpose-deliver-edge-cases/install?format=text
Find alternatives
/api/skills/search?q=deliver-edge-cases&limit=3
Agent prompt
Use deliver-edge-cases for this task. Review https://www.openagentskill.com/api/skills/product-on-purpose-deliver-edge-cases/install, then install with: npx skills add product-on-purpose/pm-skills --skill deliver-edge-casesRegistry 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/product-on-purpose-deliver-edge-cases
LLM text
/api/registry/manifest/product-on-purpose-deliver-edge-cases?format=text
Install alias
/api/registry/install/product-on-purpose-deliver-edge-cases
Recommend
/api/registry/recommend?task=Use%20deliver-edge-cases%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Claude Code
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
GitHub automation
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
INFO644 GitHub stars
Stars/forks activity
INFO644 stars, 82 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
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.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: deliver-edge-cases description: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths for a feature - the systematic catalog of what can go wrong and the failure modes to design for. Use during specification to map the failure surface and ensure comprehensive coverage, or during QA planning to identify boundary and limit scenarios to test. Distinct from deliver-acceptance-criteria, which writes story-level Given/When/Then checks; this skill produces the whole-feature edge-case catalog. license: Apache-2.0 metadata: phase: deliver version: "2.1.1" updated: 2026-06-13 category: specification frameworks: [triple-diamond, lean-startup, design-thinking] author: product-on-purpose --- <!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 --> # Edge Cases
An edge cases document systematically catalogs the unusual, boundary, and error scenarios for a feature. While happy-path flows are typically well-specified, edge cases often get discovered in production - causing bugs, poor user experience, and support burden. Documenting edge cases upfront ensures engineering handles them intentionally and QA knows what to test.
## When to Use
- When you need to enumerate failure modes, race conditions, timeouts, and boundary or limit scenarios - everything that can go wrong - and define a recovery path for each - During feature specification before engineering begins - When preparing QA test plans - After discovering production bugs to prevent similar issues - When reviewing PRDs or user stories for completeness - Before launch to ensure error states have been designed
## When NOT to Use
- You need story-scoped Given/When/Then checks for handoff -> use `deliver-acceptance-criteria`; this skill catalogs the whole feature's failure surface - The feature is not specified enough to enumerate inputs, states, and limits -> use `deliver-prd` first - A production incident already happened and you want the learning banked -> use `iterate-lessons-log`, then update this catalog with the new case - You need readiness coordination for a launch, not failure analysis -> use `deliver-launch-checklist`
## Instructions
When asked to document edge cases, follow these steps:
1. **Define the Feature Scope** Clearly describe what feature or flow you're analyzing. Edge cases are specific to context - the same input might be valid in one feature and invalid in another.
2. **Walk Through Input Validation** Consider every user input: What if it's empty? Too long? Wrong format? Contains special characters? What are the minimum and maximum valid values?
3. **Explore Boundary Conditions** Find the edges of acceptable ranges. If a field accepts 1-100, test 0, 1, 100, and 101. Consider pagination boundaries, timeout thresholds, and rate limits.
4. **Map Error States** Identify what can go wrong: network failures, permission denied, resource not found, concurrent modifications, expired sessions. Document both the scenario and expected behavior.
5. **Consider Concurrency Issues** What if two users act simultaneously? What if the user double-clicks? What if data changes between load and save? Race conditions often cause subtle bugs.
6. **Define Recovery Paths** For each error, specify how users recover. What message do they see? Can they retry? Is data preserved? Good error handling turns frustration into confidence.
7. **Prioritize by Likelihood and Impact** Not all edge cases need the same attention. High-likelihood + high-impact cases need robust handling; rare + low-impact cases might just need graceful failure.
## Output Format
Use the template in `references/TEMPLATE.md` to structure the output. A complete edge-case catalog fills every template section: Feature Overview; Edge Case Categories; Error Messages; Recovery Paths; and Test Scenarios.
## Quality Checklist
Before finalizing, verify:
- [ ] All user inputs have validation edge cases documented - [ ] Boundary conditions are explicitly listed - [ ] Network/system failure scenarios are covered - [ ] Each error state has a defined user-facing message - [ ] Recovery paths are specified (not just error detection) - [ ] Edge cases are prioritized by likelihood and impact
## Examples
See `references/EXAMPLE.md` for a completed example.
Source provenance
Decision snapshot
644 GitHub stars
Audit
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Outcome reports after resolve, review, install, and one narrow run.
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Install
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Growth loop
Scenario-led draft for deliver-edge-cases, ready for a manual X post.
deliver-edge-cases: Documents edge cases, error states, boundary conditions, race conditions, and recovery paths... 644 stars https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=x
Listing + install path for deliver-edge-cases: https://www.openagentskill.com/skills/product-on-purpose-deliver-edge-cases?ref=x Install: npx skills add product-on-purpose/pm-skills --skill deliver-edge-cases
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Review then install
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
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Run autonomous deep research over web and local sources
28.0K StarsPermission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness