Creator · microsoft
Last updated · Sep 2, 2026
Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure.
Creator · microsoft
Last updated · Sep 2, 2026
Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure.
Creator · microsoft
Last updated · Sep 2, 2026
Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure.
Creator · microsoft
Last updated · Sep 2, 2026
Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure.
Install targets
Codex install prompt
Install the "error-recovery" agent skill from https://github.com/microsoft/waza/tree/main/.copilot/skills/error-recovery. 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: Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure. 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":"microsoft-error-recovery","task":"Install error-recovery","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add microsoft/waza --skill error-recovery
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
1.3K
78/100 Quality · 80/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · 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
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
1.3K GitHub stars
Repo activity
1.3K stars, 81 forks
Maintenance
2d since push
License
MIT
Install
npx skills add microsoft/waza --skill error-recovery
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 microsoft/waza --skill error-recoveryDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
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.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
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%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/microsoft-error-recovery/install
Agent should check
Copy prompt
Task: Use error-recovery in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/microsoft-error-recovery/install
Install command: npx skills add microsoft/waza --skill error-recovery
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/microsoft-error-recovery/install
LLM text format
/api/skills/microsoft-error-recovery/install?format=text
Find alternatives
/api/skills/search?q=error-recovery&limit=3
Agent prompt
Use error-recovery for this task. Review https://www.openagentskill.com/api/skills/microsoft-error-recovery/install, then install with: npx skills add microsoft/waza --skill error-recoveryRegistry 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/microsoft-error-recovery
LLM text
/api/registry/manifest/microsoft-error-recovery?format=text
Install alias
/api/registry/install/microsoft-error-recovery
Recommend
/api/registry/recommend?task=Use%20error-recovery%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser 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
Browser automation
Trust label
Production-ready
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
PASS1.3K GitHub stars
Stars/forks activity
INFO1.3K stars, 81 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d 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
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
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.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: "error-recovery" description: "Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure." domain: "reliability, agent-coordination" confidence: "high" license: MIT ---
# Error Recovery Patterns
Standard recovery patterns for all squad agents. When something fails, **adapt** — don't just report the failure.
---
## 1. Retry with Backoff
**When:** Transient failures — API timeouts, rate limits, network errors, temporary service unavailability.
**Pattern:** 1. Wait briefly, then retry (start at 2s, double each attempt) 2. Maximum 3 retries before escalating 3. Log each attempt with the error received
**Example:** API call returns 429 Too Many Requests → wait 2s → retry → wait 4s → retry → wait 8s → retry → escalate if still failing.
---
## 2. Fallback Alternatives
**When:** Primary tool or approach fails and an alternative exists.
**Pattern:** 1. Attempt primary approach 2. On failure, identify alternative tool/method 3. Try the alternative with the same intent 4. Document which alternative was used and why
**Example:** Primary CLI tool fails → fall back to direct API call for the same operation.
---
## 3. Diagnose-and-Fix
**When:** Build failures, test failures, linting errors — structured errors with actionable output.
**Pattern:** 1. Read the full error output carefully 2. Identify the root cause from error messages 3. Attempt a targeted fix 4. Re-run to verify the fix 5. Maximum 3 fix-retry cycles before escalating
**Example:** Build fails with a type error → check for missing import → add it → rebuild.
---
## 4. Escalate with Context
**When:** Recovery attempts have been exhausted, or the failure requires human judgment.
**Pattern:** 1. Summarize what was attempted and what failed 2. Include the exact error messages 3. State what you believe the root cause is 4. Suggest next steps or who might be able to help 5. Hand off to the coordinator or the appropriate specialist
**Example:** After 3 failed build attempts → "Build fails on line 42 with null reference. Tried X, Y, Z. Likely a design issue in the Foo module. Recommend the code owner review."
---
## 5. Graceful Degradation
**When:** A non-critical step fails but the overall task can still deliver value.
**Pattern:** 1. Determine if the failed step is critical to the task outcome 2. If non-critical, log the failure and continue 3. Deliver partial results with a clear note of what was skipped 4. Offer to retry the skipped step separately
**Example:** Generating a report with 5 sections — section 3 data source is unavailable → produce the report with 4 sections, note that section 3 was skipped and why.
---
## Applying These Patterns
Each agent should reference these patterns in their charter's `## Error Recovery` section, tailored to their domain. The charter should list the agent's most common failure modes and map each to the appropriate pattern above.
**Selection guide:**
| Failure Type | Primary Pattern | Fallback Pattern | |---|---|---| | Network/API transient | Retry with Backoff | Escalate with Context | | Tool/dependency missing | Fallback Alternatives | Escalate with Context | | Build/test error | Diagnose-and-Fix | Escalate with Context | | Auth/permissions | Retry with Backoff | Escalate with Context | | Non-critical data missing | Graceful Degradation | — | | Unknown/novel error | Escalate with Context | — |
Source provenance
Decision snapshot
1,291 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 error-recovery, ready for a manual X post.
error-recovery: Standard recovery patterns for all squad agents. When something fails, adapt — don't just rep... 1.3K stars https://www.openagentskill.com/skills/microsoft-error-recovery?ref=x
Listing + install path for error-recovery: https://www.openagentskill.com/skills/microsoft-error-recovery?ref=x Install: npx skills add microsoft/waza --skill error-recovery
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 microsoft 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/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/microsoft-error-recovery/audit)
[](https://www.openagentskill.com/skills/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)microsoft
@microsoft
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsInstall targets
Codex install prompt
Install the "error-recovery" agent skill from https://github.com/microsoft/waza/tree/main/.copilot/skills/error-recovery. 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: Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure. 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":"microsoft-error-recovery","task":"Install error-recovery","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add microsoft/waza --skill error-recovery
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
1.3K
78/100 Quality · 80/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · 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
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
1.3K GitHub stars
Repo activity
1.3K stars, 81 forks
Maintenance
2d since push
License
MIT
Install
npx skills add microsoft/waza --skill error-recovery
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 microsoft/waza --skill error-recoveryDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
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.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
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%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/microsoft-error-recovery/install
Agent should check
Copy prompt
Task: Use error-recovery in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/microsoft-error-recovery/install
Install command: npx skills add microsoft/waza --skill error-recovery
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/microsoft-error-recovery/install
LLM text format
/api/skills/microsoft-error-recovery/install?format=text
Find alternatives
/api/skills/search?q=error-recovery&limit=3
Agent prompt
Use error-recovery for this task. Review https://www.openagentskill.com/api/skills/microsoft-error-recovery/install, then install with: npx skills add microsoft/waza --skill error-recoveryRegistry 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/microsoft-error-recovery
LLM text
/api/registry/manifest/microsoft-error-recovery?format=text
Install alias
/api/registry/install/microsoft-error-recovery
Recommend
/api/registry/recommend?task=Use%20error-recovery%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser 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
Browser automation
Trust label
Production-ready
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
PASS1.3K GitHub stars
Stars/forks activity
INFO1.3K stars, 81 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d 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
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
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.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: "error-recovery" description: "Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure." domain: "reliability, agent-coordination" confidence: "high" license: MIT ---
# Error Recovery Patterns
Standard recovery patterns for all squad agents. When something fails, **adapt** — don't just report the failure.
---
## 1. Retry with Backoff
**When:** Transient failures — API timeouts, rate limits, network errors, temporary service unavailability.
**Pattern:** 1. Wait briefly, then retry (start at 2s, double each attempt) 2. Maximum 3 retries before escalating 3. Log each attempt with the error received
**Example:** API call returns 429 Too Many Requests → wait 2s → retry → wait 4s → retry → wait 8s → retry → escalate if still failing.
---
## 2. Fallback Alternatives
**When:** Primary tool or approach fails and an alternative exists.
**Pattern:** 1. Attempt primary approach 2. On failure, identify alternative tool/method 3. Try the alternative with the same intent 4. Document which alternative was used and why
**Example:** Primary CLI tool fails → fall back to direct API call for the same operation.
---
## 3. Diagnose-and-Fix
**When:** Build failures, test failures, linting errors — structured errors with actionable output.
**Pattern:** 1. Read the full error output carefully 2. Identify the root cause from error messages 3. Attempt a targeted fix 4. Re-run to verify the fix 5. Maximum 3 fix-retry cycles before escalating
**Example:** Build fails with a type error → check for missing import → add it → rebuild.
---
## 4. Escalate with Context
**When:** Recovery attempts have been exhausted, or the failure requires human judgment.
**Pattern:** 1. Summarize what was attempted and what failed 2. Include the exact error messages 3. State what you believe the root cause is 4. Suggest next steps or who might be able to help 5. Hand off to the coordinator or the appropriate specialist
**Example:** After 3 failed build attempts → "Build fails on line 42 with null reference. Tried X, Y, Z. Likely a design issue in the Foo module. Recommend the code owner review."
---
## 5. Graceful Degradation
**When:** A non-critical step fails but the overall task can still deliver value.
**Pattern:** 1. Determine if the failed step is critical to the task outcome 2. If non-critical, log the failure and continue 3. Deliver partial results with a clear note of what was skipped 4. Offer to retry the skipped step separately
**Example:** Generating a report with 5 sections — section 3 data source is unavailable → produce the report with 4 sections, note that section 3 was skipped and why.
---
## Applying These Patterns
Each agent should reference these patterns in their charter's `## Error Recovery` section, tailored to their domain. The charter should list the agent's most common failure modes and map each to the appropriate pattern above.
**Selection guide:**
| Failure Type | Primary Pattern | Fallback Pattern | |---|---|---| | Network/API transient | Retry with Backoff | Escalate with Context | | Tool/dependency missing | Fallback Alternatives | Escalate with Context | | Build/test error | Diagnose-and-Fix | Escalate with Context | | Auth/permissions | Retry with Backoff | Escalate with Context | | Non-critical data missing | Graceful Degradation | — | | Unknown/novel error | Escalate with Context | — |
Source provenance
Decision snapshot
1,291 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 error-recovery, ready for a manual X post.
error-recovery: Standard recovery patterns for all squad agents. When something fails, adapt — don't just rep... 1.3K stars https://www.openagentskill.com/skills/microsoft-error-recovery?ref=x
Listing + install path for error-recovery: https://www.openagentskill.com/skills/microsoft-error-recovery?ref=x Install: npx skills add microsoft/waza --skill error-recovery
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 microsoft 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/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/microsoft-error-recovery/audit)
[](https://www.openagentskill.com/skills/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)microsoft
@microsoft
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsInstall targets
Codex install prompt
Install the "error-recovery" agent skill from https://github.com/microsoft/waza/tree/main/.copilot/skills/error-recovery. 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: Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure. 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":"microsoft-error-recovery","task":"Install error-recovery","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add microsoft/waza --skill error-recovery
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
1.3K
78/100 Quality · 80/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · 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
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
1.3K GitHub stars
Repo activity
1.3K stars, 81 forks
Maintenance
2d since push
License
MIT
Install
npx skills add microsoft/waza --skill error-recovery
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 microsoft/waza --skill error-recoveryDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
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.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
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%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/microsoft-error-recovery/install
Agent should check
Copy prompt
Task: Use error-recovery in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/microsoft-error-recovery/install
Install command: npx skills add microsoft/waza --skill error-recovery
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/microsoft-error-recovery/install
LLM text format
/api/skills/microsoft-error-recovery/install?format=text
Find alternatives
/api/skills/search?q=error-recovery&limit=3
Agent prompt
Use error-recovery for this task. Review https://www.openagentskill.com/api/skills/microsoft-error-recovery/install, then install with: npx skills add microsoft/waza --skill error-recoveryRegistry 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/microsoft-error-recovery
LLM text
/api/registry/manifest/microsoft-error-recovery?format=text
Install alias
/api/registry/install/microsoft-error-recovery
Recommend
/api/registry/recommend?task=Use%20error-recovery%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser 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
Browser automation
Trust label
Production-ready
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
PASS1.3K GitHub stars
Stars/forks activity
INFO1.3K stars, 81 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d 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
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
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.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: "error-recovery" description: "Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure." domain: "reliability, agent-coordination" confidence: "high" license: MIT ---
# Error Recovery Patterns
Standard recovery patterns for all squad agents. When something fails, **adapt** — don't just report the failure.
---
## 1. Retry with Backoff
**When:** Transient failures — API timeouts, rate limits, network errors, temporary service unavailability.
**Pattern:** 1. Wait briefly, then retry (start at 2s, double each attempt) 2. Maximum 3 retries before escalating 3. Log each attempt with the error received
**Example:** API call returns 429 Too Many Requests → wait 2s → retry → wait 4s → retry → wait 8s → retry → escalate if still failing.
---
## 2. Fallback Alternatives
**When:** Primary tool or approach fails and an alternative exists.
**Pattern:** 1. Attempt primary approach 2. On failure, identify alternative tool/method 3. Try the alternative with the same intent 4. Document which alternative was used and why
**Example:** Primary CLI tool fails → fall back to direct API call for the same operation.
---
## 3. Diagnose-and-Fix
**When:** Build failures, test failures, linting errors — structured errors with actionable output.
**Pattern:** 1. Read the full error output carefully 2. Identify the root cause from error messages 3. Attempt a targeted fix 4. Re-run to verify the fix 5. Maximum 3 fix-retry cycles before escalating
**Example:** Build fails with a type error → check for missing import → add it → rebuild.
---
## 4. Escalate with Context
**When:** Recovery attempts have been exhausted, or the failure requires human judgment.
**Pattern:** 1. Summarize what was attempted and what failed 2. Include the exact error messages 3. State what you believe the root cause is 4. Suggest next steps or who might be able to help 5. Hand off to the coordinator or the appropriate specialist
**Example:** After 3 failed build attempts → "Build fails on line 42 with null reference. Tried X, Y, Z. Likely a design issue in the Foo module. Recommend the code owner review."
---
## 5. Graceful Degradation
**When:** A non-critical step fails but the overall task can still deliver value.
**Pattern:** 1. Determine if the failed step is critical to the task outcome 2. If non-critical, log the failure and continue 3. Deliver partial results with a clear note of what was skipped 4. Offer to retry the skipped step separately
**Example:** Generating a report with 5 sections — section 3 data source is unavailable → produce the report with 4 sections, note that section 3 was skipped and why.
---
## Applying These Patterns
Each agent should reference these patterns in their charter's `## Error Recovery` section, tailored to their domain. The charter should list the agent's most common failure modes and map each to the appropriate pattern above.
**Selection guide:**
| Failure Type | Primary Pattern | Fallback Pattern | |---|---|---| | Network/API transient | Retry with Backoff | Escalate with Context | | Tool/dependency missing | Fallback Alternatives | Escalate with Context | | Build/test error | Diagnose-and-Fix | Escalate with Context | | Auth/permissions | Retry with Backoff | Escalate with Context | | Non-critical data missing | Graceful Degradation | — | | Unknown/novel error | Escalate with Context | — |
Source provenance
Decision snapshot
1,291 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 error-recovery, ready for a manual X post.
error-recovery: Standard recovery patterns for all squad agents. When something fails, adapt — don't just rep... 1.3K stars https://www.openagentskill.com/skills/microsoft-error-recovery?ref=x
Listing + install path for error-recovery: https://www.openagentskill.com/skills/microsoft-error-recovery?ref=x Install: npx skills add microsoft/waza --skill error-recovery
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 microsoft 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/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/microsoft-error-recovery/audit)
[](https://www.openagentskill.com/skills/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)microsoft
@microsoft
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsInstall targets
Codex install prompt
Install the "error-recovery" agent skill from https://github.com/microsoft/waza/tree/main/.copilot/skills/error-recovery. 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: Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure. 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":"microsoft-error-recovery","task":"Install error-recovery","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add microsoft/waza --skill error-recovery
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
1.3K
78/100 Quality · 80/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · 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
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
1.3K GitHub stars
Repo activity
1.3K stars, 81 forks
Maintenance
2d since push
License
MIT
Install
npx skills add microsoft/waza --skill error-recovery
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 microsoft/waza --skill error-recoveryDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
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.
high
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
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%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/microsoft-error-recovery/install
Agent should check
Copy prompt
Task: Use error-recovery in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20error-recovery%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/microsoft-error-recovery/install
Install command: npx skills add microsoft/waza --skill error-recovery
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/microsoft-error-recovery/install
LLM text format
/api/skills/microsoft-error-recovery/install?format=text
Find alternatives
/api/skills/search?q=error-recovery&limit=3
Agent prompt
Use error-recovery for this task. Review https://www.openagentskill.com/api/skills/microsoft-error-recovery/install, then install with: npx skills add microsoft/waza --skill error-recoveryRegistry 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/microsoft-error-recovery
LLM text
/api/registry/manifest/microsoft-error-recovery?format=text
Install alias
/api/registry/install/microsoft-error-recovery
Recommend
/api/registry/recommend?task=Use%20error-recovery%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser 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
Browser automation
Trust label
Production-ready
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
PASS1.3K GitHub stars
Stars/forks activity
INFO1.3K stars, 81 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d 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
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
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.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: "error-recovery" description: "Standard recovery patterns for all squad agents. When something fails, adapt — don't just report the failure." domain: "reliability, agent-coordination" confidence: "high" license: MIT ---
# Error Recovery Patterns
Standard recovery patterns for all squad agents. When something fails, **adapt** — don't just report the failure.
---
## 1. Retry with Backoff
**When:** Transient failures — API timeouts, rate limits, network errors, temporary service unavailability.
**Pattern:** 1. Wait briefly, then retry (start at 2s, double each attempt) 2. Maximum 3 retries before escalating 3. Log each attempt with the error received
**Example:** API call returns 429 Too Many Requests → wait 2s → retry → wait 4s → retry → wait 8s → retry → escalate if still failing.
---
## 2. Fallback Alternatives
**When:** Primary tool or approach fails and an alternative exists.
**Pattern:** 1. Attempt primary approach 2. On failure, identify alternative tool/method 3. Try the alternative with the same intent 4. Document which alternative was used and why
**Example:** Primary CLI tool fails → fall back to direct API call for the same operation.
---
## 3. Diagnose-and-Fix
**When:** Build failures, test failures, linting errors — structured errors with actionable output.
**Pattern:** 1. Read the full error output carefully 2. Identify the root cause from error messages 3. Attempt a targeted fix 4. Re-run to verify the fix 5. Maximum 3 fix-retry cycles before escalating
**Example:** Build fails with a type error → check for missing import → add it → rebuild.
---
## 4. Escalate with Context
**When:** Recovery attempts have been exhausted, or the failure requires human judgment.
**Pattern:** 1. Summarize what was attempted and what failed 2. Include the exact error messages 3. State what you believe the root cause is 4. Suggest next steps or who might be able to help 5. Hand off to the coordinator or the appropriate specialist
**Example:** After 3 failed build attempts → "Build fails on line 42 with null reference. Tried X, Y, Z. Likely a design issue in the Foo module. Recommend the code owner review."
---
## 5. Graceful Degradation
**When:** A non-critical step fails but the overall task can still deliver value.
**Pattern:** 1. Determine if the failed step is critical to the task outcome 2. If non-critical, log the failure and continue 3. Deliver partial results with a clear note of what was skipped 4. Offer to retry the skipped step separately
**Example:** Generating a report with 5 sections — section 3 data source is unavailable → produce the report with 4 sections, note that section 3 was skipped and why.
---
## Applying These Patterns
Each agent should reference these patterns in their charter's `## Error Recovery` section, tailored to their domain. The charter should list the agent's most common failure modes and map each to the appropriate pattern above.
**Selection guide:**
| Failure Type | Primary Pattern | Fallback Pattern | |---|---|---| | Network/API transient | Retry with Backoff | Escalate with Context | | Tool/dependency missing | Fallback Alternatives | Escalate with Context | | Build/test error | Diagnose-and-Fix | Escalate with Context | | Auth/permissions | Retry with Backoff | Escalate with Context | | Non-critical data missing | Graceful Degradation | — | | Unknown/novel error | Escalate with Context | — |
Source provenance
Decision snapshot
1,291 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 error-recovery, ready for a manual X post.
error-recovery: Standard recovery patterns for all squad agents. When something fails, adapt — don't just rep... 1.3K stars https://www.openagentskill.com/skills/microsoft-error-recovery?ref=x
Listing + install path for error-recovery: https://www.openagentskill.com/skills/microsoft-error-recovery?ref=x Install: npx skills add microsoft/waza --skill error-recovery
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 microsoft 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/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/microsoft-error-recovery/audit)
[](https://www.openagentskill.com/skills/microsoft-error-recovery?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)microsoft
@microsoft
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsPermission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness