Creator · rustyrazorblade
Last updated · Sep 4, 2026
Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.
Creator · rustyrazorblade
Last updated · Sep 4, 2026
Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.
Creator · rustyrazorblade
Last updated · Sep 4, 2026
Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.
Creator · rustyrazorblade
Last updated · Sep 4, 2026
Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.
Sandbox only
Install targets
Codex install prompt
Install the "openspec-verify-change" agent skill from https://github.com/rustyrazorblade/skills/tree/main/.claude/skills/openspec-verify-change. 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: Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. 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":"rustyrazorblade-openspec-verify-change","task":"Install openspec-verify-change","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 rustyrazorblade/skills --skill openspec-verify-change
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
42
63/100 Quality · 75/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Low GitHub adoption signal
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
42 GitHub stars
Repo activity
42 stars, 8 forks
Maintenance
2d since push
License
MIT
Install
npx skills add rustyrazorblade/skills --skill openspec-verify-change
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 rustyrazorblade/skills --skill openspec-verify-changeDo not use when
Alternative
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61.0K Stars
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38.4K Stars
npx skills add Imbad0202/academic-research-skills
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28.0K Stars
npx skills add assafelovic/gpt-researcher
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.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/rustyrazorblade-openspec-verify-change/install
Agent should check
Copy prompt
Task: Use openspec-verify-change in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/rustyrazorblade-openspec-verify-change/install
Install command: npx skills add rustyrazorblade/skills --skill openspec-verify-change
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/rustyrazorblade-openspec-verify-change/install
LLM text format
/api/skills/rustyrazorblade-openspec-verify-change/install?format=text
Find alternatives
/api/skills/search?q=openspec-verify-change&limit=3
Agent prompt
Use openspec-verify-change for this task. Review https://www.openagentskill.com/api/skills/rustyrazorblade-openspec-verify-change/install, then install with: npx skills add rustyrazorblade/skills --skill openspec-verify-changeRegistry 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/rustyrazorblade-openspec-verify-change
LLM text
/api/registry/manifest/rustyrazorblade-openspec-verify-change?format=text
Install alias
/api/registry/install/rustyrazorblade-openspec-verify-change
Recommend
/api/registry/recommend?task=Use%20openspec-verify-change%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
CHECK42 GitHub stars
Stars/forks activity
CHECK42 stars, 8 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
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
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.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
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--- name: openspec-verify-change description: Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. license: MIT compatibility: Requires openspec CLI. metadata: author: openspec version: "1.0" generatedBy: "1.4.1" ---
Verify that an implementation matches the change artifacts (specs, tasks, design).
**Input**: Optionally specify a change name. If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **If no change name provided, prompt for selection**
Run `openspec list --json` to get available changes. Use the **AskUserQuestion tool** to let the user select.
Show changes that have implementation tasks (tasks artifact exists). Include the schema used for each change if available. Mark changes with incomplete tasks as "(In Progress)".
**IMPORTANT**: Do NOT guess or auto-select a change. Always let the user choose.
2. **Check status to understand the schema** ```bash openspec status --change "<name>" --json ``` Parse the JSON to understand: - `schemaName`: The workflow being used (e.g., "spec-driven") - `planningHome`, `changeRoot`, `artifactPaths`, and `actionContext`: path and scope context - Which artifacts exist for this change
If status reports `actionContext.mode: "workspace-planning"`, explain that full workspace implementation verification is not supported in this slice and STOP. Do not infer repo-local implementation ownership or edit linked repos.
3. **Get planning context and load artifacts**
```bash openspec instructions apply --change "<name>" --json ```
This returns the change directory and `contextFiles` (artifact ID -> array of concrete file paths). Read all available artifacts from `contextFiles`.
4. **Initialize verification report structure**
Create a report structure with three dimensions: - **Completeness**: Track tasks and spec coverage - **Correctness**: Track requirement implementation and scenario coverage - **Coherence**: Track design adherence and pattern consistency
Each dimension can have CRITICAL, WARNING, or SUGGESTION issues.
5. **Verify Completeness**
**Task Completion**: - If `contextFiles.tasks` exists, read every file path in it - Parse checkboxes: `- [ ]` (incomplete) vs `- [x]` (complete) - Count complete vs total tasks - If incomplete tasks exist: - Add CRITICAL issue for each incomplete task - Recommendation: "Complete task: <description>" or "Mark as done if already implemented"
**Spec Coverage**: - If delta specs exist in `contextFiles.specs`: - Extract all requirements (marked with "### Requirement:") - For each requirement: - Search codebase for keywords related to the requirement - Assess if implementation likely exists - If requirements appear unimplemented: - Add CRITICAL issue: "Requirement not found: <requirement name>" - Recommendation: "Implement requirement X: <description>"
6. **Verify Correctness**
**Requirement Implementation Mapping**: - For each requirement from delta specs: - Search codebase for implementation evidence - If found, note file paths and line ranges - Assess if implementation matches requirement intent - If divergence detected: - Add WARNING: "Implementation may diverge from spec: <details>" - Recommendation: "Review <file>:<lines> against requirement X"
**Scenario Coverage**: - For each scenario in delta specs (marked with "#### Scenario:"): - Check if conditions are handled in code - Check if tests exist covering the scenario - If scenario appears uncovered: - Add WARNING: "Scenario not covered: <scenario name>" - Recommendation: "Add test or implementation for scenario: <description>"
7. **Verify Coherence**
**Design Adherence**: - If `contextFiles.design` exists: - Extract key decisions (look for sections like "Decision:", "Approach:", "Architecture:") - Verify implementation follows those decisions - If contradiction detected: - Add WARNING: "Design decision not followed: <decision>" - Recommendation: "Update implementation or revise design.md to match reality" - If no design.md: Skip design adherence check, note "No design.md to verify against"
**Code Pattern Consistency**: - Review new code for consistency with project patterns - Check file naming, directory structure, coding style - If significant deviations found: - Add SUGGESTION: "Code pattern deviation: <details>" - Recommendation: "Consider following project pattern: <example>"
8. **Generate Verification Report**
**Summary Scorecard**: ``` ## Verification Report: <change-name>
### Summary | Dimension | Status | |--------------|------------------| | Completeness | X/Y tasks, N reqs| | Correctness | M/N reqs covered | | Coherence | Followed/Issues | ```
**Issues by Priority**:
1. **CRITICAL** (Must fix before archive): - Incomplete tasks - Missing requirement implementations - Each with specific, actionable recommendation
2. **WARNING** (Should fix): - Spec/design divergences - Missing scenario coverage - Each with specific recommendation
3. **SUGGESTION** (Nice to fix): - Pattern inconsistencies - Minor improvements - Each with specific recommendation
**Final Assessment**: - If CRITICAL issues: "X critical issue(s) found. Fix before archiving." - If only warnings: "No critical issues. Y warning(s) to consider. Ready for archive (with noted improvements)." - If all clear: "All checks passed. Ready for archive."
**Verification Heuristics**
- **Completeness**: Focus on objective checklist items (checkboxes, requirements list) - **Correctness**: Use keyword search, file path analysis, reasonable inference - don't require perfect certainty - **Coherence**: Look for glaring inconsistencies, don't nitpick style - **False Positives**: When uncertain, prefer SUGGESTION over WARNING, WARNING over CRITICAL - **Actionability**: Every issue must have a specific recommendation with file/line references where applicable
**Graceful Degradation**
- If only tasks.md exists: verify task completion only, skip spec/design checks - If tasks + specs exist: verify completeness and correctness, skip design - If full artifacts: verify all three dimensions - Always note which checks were skipped and why
**Output Format**
Use clear markdown with: - Table for summary scorecard - Grouped lists for issues (CRITICAL/WARNING/SUGGESTION) - Code references in format: `file.ts:123` - Specific, actionable recommendations - No vague suggestions like "consider reviewing"
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for openspec-verify-change, ready for a manual X post.
openspec-verify-change: Verify implementation matches change artifacts. Use when the user wants to validate that impl... 42 stars https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=x
Listing + install path for openspec-verify-change: https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=x Install: npx skills add rustyrazorblade/skills --skill openspec-verify-change
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 rustyrazorblade 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/rustyrazorblade-openspec-verify-change?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change/audit)
[](https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)rustyrazorblade
@rustyrazorblade
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
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Install targets
Codex install prompt
Install the "openspec-verify-change" agent skill from https://github.com/rustyrazorblade/skills/tree/main/.claude/skills/openspec-verify-change. 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: Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. 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":"rustyrazorblade-openspec-verify-change","task":"Install openspec-verify-change","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 rustyrazorblade/skills --skill openspec-verify-change
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
42
63/100 Quality · 75/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Low GitHub adoption signal
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
42 GitHub stars
Repo activity
42 stars, 8 forks
Maintenance
2d since push
License
MIT
Install
npx skills add rustyrazorblade/skills --skill openspec-verify-change
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 rustyrazorblade/skills --skill openspec-verify-changeDo not use when
Alternative
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Alternative
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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.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/rustyrazorblade-openspec-verify-change/install
Agent should check
Copy prompt
Task: Use openspec-verify-change in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/rustyrazorblade-openspec-verify-change/install
Install command: npx skills add rustyrazorblade/skills --skill openspec-verify-change
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/rustyrazorblade-openspec-verify-change/install
LLM text format
/api/skills/rustyrazorblade-openspec-verify-change/install?format=text
Find alternatives
/api/skills/search?q=openspec-verify-change&limit=3
Agent prompt
Use openspec-verify-change for this task. Review https://www.openagentskill.com/api/skills/rustyrazorblade-openspec-verify-change/install, then install with: npx skills add rustyrazorblade/skills --skill openspec-verify-changeRegistry 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/rustyrazorblade-openspec-verify-change
LLM text
/api/registry/manifest/rustyrazorblade-openspec-verify-change?format=text
Install alias
/api/registry/install/rustyrazorblade-openspec-verify-change
Recommend
/api/registry/recommend?task=Use%20openspec-verify-change%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
CHECK42 GitHub stars
Stars/forks activity
CHECK42 stars, 8 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
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
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.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
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: openspec-verify-change description: Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. license: MIT compatibility: Requires openspec CLI. metadata: author: openspec version: "1.0" generatedBy: "1.4.1" ---
Verify that an implementation matches the change artifacts (specs, tasks, design).
**Input**: Optionally specify a change name. If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **If no change name provided, prompt for selection**
Run `openspec list --json` to get available changes. Use the **AskUserQuestion tool** to let the user select.
Show changes that have implementation tasks (tasks artifact exists). Include the schema used for each change if available. Mark changes with incomplete tasks as "(In Progress)".
**IMPORTANT**: Do NOT guess or auto-select a change. Always let the user choose.
2. **Check status to understand the schema** ```bash openspec status --change "<name>" --json ``` Parse the JSON to understand: - `schemaName`: The workflow being used (e.g., "spec-driven") - `planningHome`, `changeRoot`, `artifactPaths`, and `actionContext`: path and scope context - Which artifacts exist for this change
If status reports `actionContext.mode: "workspace-planning"`, explain that full workspace implementation verification is not supported in this slice and STOP. Do not infer repo-local implementation ownership or edit linked repos.
3. **Get planning context and load artifacts**
```bash openspec instructions apply --change "<name>" --json ```
This returns the change directory and `contextFiles` (artifact ID -> array of concrete file paths). Read all available artifacts from `contextFiles`.
4. **Initialize verification report structure**
Create a report structure with three dimensions: - **Completeness**: Track tasks and spec coverage - **Correctness**: Track requirement implementation and scenario coverage - **Coherence**: Track design adherence and pattern consistency
Each dimension can have CRITICAL, WARNING, or SUGGESTION issues.
5. **Verify Completeness**
**Task Completion**: - If `contextFiles.tasks` exists, read every file path in it - Parse checkboxes: `- [ ]` (incomplete) vs `- [x]` (complete) - Count complete vs total tasks - If incomplete tasks exist: - Add CRITICAL issue for each incomplete task - Recommendation: "Complete task: <description>" or "Mark as done if already implemented"
**Spec Coverage**: - If delta specs exist in `contextFiles.specs`: - Extract all requirements (marked with "### Requirement:") - For each requirement: - Search codebase for keywords related to the requirement - Assess if implementation likely exists - If requirements appear unimplemented: - Add CRITICAL issue: "Requirement not found: <requirement name>" - Recommendation: "Implement requirement X: <description>"
6. **Verify Correctness**
**Requirement Implementation Mapping**: - For each requirement from delta specs: - Search codebase for implementation evidence - If found, note file paths and line ranges - Assess if implementation matches requirement intent - If divergence detected: - Add WARNING: "Implementation may diverge from spec: <details>" - Recommendation: "Review <file>:<lines> against requirement X"
**Scenario Coverage**: - For each scenario in delta specs (marked with "#### Scenario:"): - Check if conditions are handled in code - Check if tests exist covering the scenario - If scenario appears uncovered: - Add WARNING: "Scenario not covered: <scenario name>" - Recommendation: "Add test or implementation for scenario: <description>"
7. **Verify Coherence**
**Design Adherence**: - If `contextFiles.design` exists: - Extract key decisions (look for sections like "Decision:", "Approach:", "Architecture:") - Verify implementation follows those decisions - If contradiction detected: - Add WARNING: "Design decision not followed: <decision>" - Recommendation: "Update implementation or revise design.md to match reality" - If no design.md: Skip design adherence check, note "No design.md to verify against"
**Code Pattern Consistency**: - Review new code for consistency with project patterns - Check file naming, directory structure, coding style - If significant deviations found: - Add SUGGESTION: "Code pattern deviation: <details>" - Recommendation: "Consider following project pattern: <example>"
8. **Generate Verification Report**
**Summary Scorecard**: ``` ## Verification Report: <change-name>
### Summary | Dimension | Status | |--------------|------------------| | Completeness | X/Y tasks, N reqs| | Correctness | M/N reqs covered | | Coherence | Followed/Issues | ```
**Issues by Priority**:
1. **CRITICAL** (Must fix before archive): - Incomplete tasks - Missing requirement implementations - Each with specific, actionable recommendation
2. **WARNING** (Should fix): - Spec/design divergences - Missing scenario coverage - Each with specific recommendation
3. **SUGGESTION** (Nice to fix): - Pattern inconsistencies - Minor improvements - Each with specific recommendation
**Final Assessment**: - If CRITICAL issues: "X critical issue(s) found. Fix before archiving." - If only warnings: "No critical issues. Y warning(s) to consider. Ready for archive (with noted improvements)." - If all clear: "All checks passed. Ready for archive."
**Verification Heuristics**
- **Completeness**: Focus on objective checklist items (checkboxes, requirements list) - **Correctness**: Use keyword search, file path analysis, reasonable inference - don't require perfect certainty - **Coherence**: Look for glaring inconsistencies, don't nitpick style - **False Positives**: When uncertain, prefer SUGGESTION over WARNING, WARNING over CRITICAL - **Actionability**: Every issue must have a specific recommendation with file/line references where applicable
**Graceful Degradation**
- If only tasks.md exists: verify task completion only, skip spec/design checks - If tasks + specs exist: verify completeness and correctness, skip design - If full artifacts: verify all three dimensions - Always note which checks were skipped and why
**Output Format**
Use clear markdown with: - Table for summary scorecard - Grouped lists for issues (CRITICAL/WARNING/SUGGESTION) - Code references in format: `file.ts:123` - Specific, actionable recommendations - No vague suggestions like "consider reviewing"
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for openspec-verify-change, ready for a manual X post.
openspec-verify-change: Verify implementation matches change artifacts. Use when the user wants to validate that impl... 42 stars https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=x
Listing + install path for openspec-verify-change: https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=x Install: npx skills add rustyrazorblade/skills --skill openspec-verify-change
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 rustyrazorblade 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/rustyrazorblade-openspec-verify-change?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change/audit)
[](https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)rustyrazorblade
@rustyrazorblade
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
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 StarsSandbox only
Install targets
Codex install prompt
Install the "openspec-verify-change" agent skill from https://github.com/rustyrazorblade/skills/tree/main/.claude/skills/openspec-verify-change. 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: Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. 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":"rustyrazorblade-openspec-verify-change","task":"Install openspec-verify-change","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 rustyrazorblade/skills --skill openspec-verify-change
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
42
63/100 Quality · 75/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Low GitHub adoption signal
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
42 GitHub stars
Repo activity
42 stars, 8 forks
Maintenance
2d since push
License
MIT
Install
npx skills add rustyrazorblade/skills --skill openspec-verify-change
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 rustyrazorblade/skills --skill openspec-verify-changeDo 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
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.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/rustyrazorblade-openspec-verify-change/install
Agent should check
Copy prompt
Task: Use openspec-verify-change in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/rustyrazorblade-openspec-verify-change/install
Install command: npx skills add rustyrazorblade/skills --skill openspec-verify-change
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/rustyrazorblade-openspec-verify-change/install
LLM text format
/api/skills/rustyrazorblade-openspec-verify-change/install?format=text
Find alternatives
/api/skills/search?q=openspec-verify-change&limit=3
Agent prompt
Use openspec-verify-change for this task. Review https://www.openagentskill.com/api/skills/rustyrazorblade-openspec-verify-change/install, then install with: npx skills add rustyrazorblade/skills --skill openspec-verify-changeRegistry 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/rustyrazorblade-openspec-verify-change
LLM text
/api/registry/manifest/rustyrazorblade-openspec-verify-change?format=text
Install alias
/api/registry/install/rustyrazorblade-openspec-verify-change
Recommend
/api/registry/recommend?task=Use%20openspec-verify-change%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
CHECK42 GitHub stars
Stars/forks activity
CHECK42 stars, 8 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
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
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.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
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: openspec-verify-change description: Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. license: MIT compatibility: Requires openspec CLI. metadata: author: openspec version: "1.0" generatedBy: "1.4.1" ---
Verify that an implementation matches the change artifacts (specs, tasks, design).
**Input**: Optionally specify a change name. If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **If no change name provided, prompt for selection**
Run `openspec list --json` to get available changes. Use the **AskUserQuestion tool** to let the user select.
Show changes that have implementation tasks (tasks artifact exists). Include the schema used for each change if available. Mark changes with incomplete tasks as "(In Progress)".
**IMPORTANT**: Do NOT guess or auto-select a change. Always let the user choose.
2. **Check status to understand the schema** ```bash openspec status --change "<name>" --json ``` Parse the JSON to understand: - `schemaName`: The workflow being used (e.g., "spec-driven") - `planningHome`, `changeRoot`, `artifactPaths`, and `actionContext`: path and scope context - Which artifacts exist for this change
If status reports `actionContext.mode: "workspace-planning"`, explain that full workspace implementation verification is not supported in this slice and STOP. Do not infer repo-local implementation ownership or edit linked repos.
3. **Get planning context and load artifacts**
```bash openspec instructions apply --change "<name>" --json ```
This returns the change directory and `contextFiles` (artifact ID -> array of concrete file paths). Read all available artifacts from `contextFiles`.
4. **Initialize verification report structure**
Create a report structure with three dimensions: - **Completeness**: Track tasks and spec coverage - **Correctness**: Track requirement implementation and scenario coverage - **Coherence**: Track design adherence and pattern consistency
Each dimension can have CRITICAL, WARNING, or SUGGESTION issues.
5. **Verify Completeness**
**Task Completion**: - If `contextFiles.tasks` exists, read every file path in it - Parse checkboxes: `- [ ]` (incomplete) vs `- [x]` (complete) - Count complete vs total tasks - If incomplete tasks exist: - Add CRITICAL issue for each incomplete task - Recommendation: "Complete task: <description>" or "Mark as done if already implemented"
**Spec Coverage**: - If delta specs exist in `contextFiles.specs`: - Extract all requirements (marked with "### Requirement:") - For each requirement: - Search codebase for keywords related to the requirement - Assess if implementation likely exists - If requirements appear unimplemented: - Add CRITICAL issue: "Requirement not found: <requirement name>" - Recommendation: "Implement requirement X: <description>"
6. **Verify Correctness**
**Requirement Implementation Mapping**: - For each requirement from delta specs: - Search codebase for implementation evidence - If found, note file paths and line ranges - Assess if implementation matches requirement intent - If divergence detected: - Add WARNING: "Implementation may diverge from spec: <details>" - Recommendation: "Review <file>:<lines> against requirement X"
**Scenario Coverage**: - For each scenario in delta specs (marked with "#### Scenario:"): - Check if conditions are handled in code - Check if tests exist covering the scenario - If scenario appears uncovered: - Add WARNING: "Scenario not covered: <scenario name>" - Recommendation: "Add test or implementation for scenario: <description>"
7. **Verify Coherence**
**Design Adherence**: - If `contextFiles.design` exists: - Extract key decisions (look for sections like "Decision:", "Approach:", "Architecture:") - Verify implementation follows those decisions - If contradiction detected: - Add WARNING: "Design decision not followed: <decision>" - Recommendation: "Update implementation or revise design.md to match reality" - If no design.md: Skip design adherence check, note "No design.md to verify against"
**Code Pattern Consistency**: - Review new code for consistency with project patterns - Check file naming, directory structure, coding style - If significant deviations found: - Add SUGGESTION: "Code pattern deviation: <details>" - Recommendation: "Consider following project pattern: <example>"
8. **Generate Verification Report**
**Summary Scorecard**: ``` ## Verification Report: <change-name>
### Summary | Dimension | Status | |--------------|------------------| | Completeness | X/Y tasks, N reqs| | Correctness | M/N reqs covered | | Coherence | Followed/Issues | ```
**Issues by Priority**:
1. **CRITICAL** (Must fix before archive): - Incomplete tasks - Missing requirement implementations - Each with specific, actionable recommendation
2. **WARNING** (Should fix): - Spec/design divergences - Missing scenario coverage - Each with specific recommendation
3. **SUGGESTION** (Nice to fix): - Pattern inconsistencies - Minor improvements - Each with specific recommendation
**Final Assessment**: - If CRITICAL issues: "X critical issue(s) found. Fix before archiving." - If only warnings: "No critical issues. Y warning(s) to consider. Ready for archive (with noted improvements)." - If all clear: "All checks passed. Ready for archive."
**Verification Heuristics**
- **Completeness**: Focus on objective checklist items (checkboxes, requirements list) - **Correctness**: Use keyword search, file path analysis, reasonable inference - don't require perfect certainty - **Coherence**: Look for glaring inconsistencies, don't nitpick style - **False Positives**: When uncertain, prefer SUGGESTION over WARNING, WARNING over CRITICAL - **Actionability**: Every issue must have a specific recommendation with file/line references where applicable
**Graceful Degradation**
- If only tasks.md exists: verify task completion only, skip spec/design checks - If tasks + specs exist: verify completeness and correctness, skip design - If full artifacts: verify all three dimensions - Always note which checks were skipped and why
**Output Format**
Use clear markdown with: - Table for summary scorecard - Grouped lists for issues (CRITICAL/WARNING/SUGGESTION) - Code references in format: `file.ts:123` - Specific, actionable recommendations - No vague suggestions like "consider reviewing"
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for openspec-verify-change, ready for a manual X post.
openspec-verify-change: Verify implementation matches change artifacts. Use when the user wants to validate that impl... 42 stars https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=x
Listing + install path for openspec-verify-change: https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=x Install: npx skills add rustyrazorblade/skills --skill openspec-verify-change
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 rustyrazorblade 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/rustyrazorblade-openspec-verify-change?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change/audit)
[](https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)rustyrazorblade
@rustyrazorblade
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
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 StarsSandbox only
Install targets
Codex install prompt
Install the "openspec-verify-change" agent skill from https://github.com/rustyrazorblade/skills/tree/main/.claude/skills/openspec-verify-change. 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: Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. 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":"rustyrazorblade-openspec-verify-change","task":"Install openspec-verify-change","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 rustyrazorblade/skills --skill openspec-verify-change
Maintenance
fresh
2d since push
Risk
Needs review
Permission surface may require sandboxing
GitHub quality
42
63/100 Quality · 75/100 Trust
Coverage tags
Review notes
Permission surface may require sandboxing · Low GitHub adoption signal
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
42 GitHub stars
Repo activity
42 stars, 8 forks
Maintenance
2d since push
License
MIT
Install
npx skills add rustyrazorblade/skills --skill openspec-verify-change
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 rustyrazorblade/skills --skill openspec-verify-changeDo 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
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.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/rustyrazorblade-openspec-verify-change/install
Agent should check
Copy prompt
Task: Use openspec-verify-change in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20openspec-verify-change%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/rustyrazorblade-openspec-verify-change/install
Install command: npx skills add rustyrazorblade/skills --skill openspec-verify-change
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/rustyrazorblade-openspec-verify-change/install
LLM text format
/api/skills/rustyrazorblade-openspec-verify-change/install?format=text
Find alternatives
/api/skills/search?q=openspec-verify-change&limit=3
Agent prompt
Use openspec-verify-change for this task. Review https://www.openagentskill.com/api/skills/rustyrazorblade-openspec-verify-change/install, then install with: npx skills add rustyrazorblade/skills --skill openspec-verify-changeRegistry 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/rustyrazorblade-openspec-verify-change
LLM text
/api/registry/manifest/rustyrazorblade-openspec-verify-change?format=text
Install alias
/api/registry/install/rustyrazorblade-openspec-verify-change
Recommend
/api/registry/recommend?task=Use%20openspec-verify-change%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Research agents
Trust label
Prototype first
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
CHECK42 GitHub stars
Stars/forks activity
CHECK42 stars, 8 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
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Parse messy files
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
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.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Similar skills that may fit this task.
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Run autonomous deep research over web and local sources
--- name: openspec-verify-change description: Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. license: MIT compatibility: Requires openspec CLI. metadata: author: openspec version: "1.0" generatedBy: "1.4.1" ---
Verify that an implementation matches the change artifacts (specs, tasks, design).
**Input**: Optionally specify a change name. If omitted, check if it can be inferred from conversation context. If vague or ambiguous you MUST prompt for available changes.
**Steps**
1. **If no change name provided, prompt for selection**
Run `openspec list --json` to get available changes. Use the **AskUserQuestion tool** to let the user select.
Show changes that have implementation tasks (tasks artifact exists). Include the schema used for each change if available. Mark changes with incomplete tasks as "(In Progress)".
**IMPORTANT**: Do NOT guess or auto-select a change. Always let the user choose.
2. **Check status to understand the schema** ```bash openspec status --change "<name>" --json ``` Parse the JSON to understand: - `schemaName`: The workflow being used (e.g., "spec-driven") - `planningHome`, `changeRoot`, `artifactPaths`, and `actionContext`: path and scope context - Which artifacts exist for this change
If status reports `actionContext.mode: "workspace-planning"`, explain that full workspace implementation verification is not supported in this slice and STOP. Do not infer repo-local implementation ownership or edit linked repos.
3. **Get planning context and load artifacts**
```bash openspec instructions apply --change "<name>" --json ```
This returns the change directory and `contextFiles` (artifact ID -> array of concrete file paths). Read all available artifacts from `contextFiles`.
4. **Initialize verification report structure**
Create a report structure with three dimensions: - **Completeness**: Track tasks and spec coverage - **Correctness**: Track requirement implementation and scenario coverage - **Coherence**: Track design adherence and pattern consistency
Each dimension can have CRITICAL, WARNING, or SUGGESTION issues.
5. **Verify Completeness**
**Task Completion**: - If `contextFiles.tasks` exists, read every file path in it - Parse checkboxes: `- [ ]` (incomplete) vs `- [x]` (complete) - Count complete vs total tasks - If incomplete tasks exist: - Add CRITICAL issue for each incomplete task - Recommendation: "Complete task: <description>" or "Mark as done if already implemented"
**Spec Coverage**: - If delta specs exist in `contextFiles.specs`: - Extract all requirements (marked with "### Requirement:") - For each requirement: - Search codebase for keywords related to the requirement - Assess if implementation likely exists - If requirements appear unimplemented: - Add CRITICAL issue: "Requirement not found: <requirement name>" - Recommendation: "Implement requirement X: <description>"
6. **Verify Correctness**
**Requirement Implementation Mapping**: - For each requirement from delta specs: - Search codebase for implementation evidence - If found, note file paths and line ranges - Assess if implementation matches requirement intent - If divergence detected: - Add WARNING: "Implementation may diverge from spec: <details>" - Recommendation: "Review <file>:<lines> against requirement X"
**Scenario Coverage**: - For each scenario in delta specs (marked with "#### Scenario:"): - Check if conditions are handled in code - Check if tests exist covering the scenario - If scenario appears uncovered: - Add WARNING: "Scenario not covered: <scenario name>" - Recommendation: "Add test or implementation for scenario: <description>"
7. **Verify Coherence**
**Design Adherence**: - If `contextFiles.design` exists: - Extract key decisions (look for sections like "Decision:", "Approach:", "Architecture:") - Verify implementation follows those decisions - If contradiction detected: - Add WARNING: "Design decision not followed: <decision>" - Recommendation: "Update implementation or revise design.md to match reality" - If no design.md: Skip design adherence check, note "No design.md to verify against"
**Code Pattern Consistency**: - Review new code for consistency with project patterns - Check file naming, directory structure, coding style - If significant deviations found: - Add SUGGESTION: "Code pattern deviation: <details>" - Recommendation: "Consider following project pattern: <example>"
8. **Generate Verification Report**
**Summary Scorecard**: ``` ## Verification Report: <change-name>
### Summary | Dimension | Status | |--------------|------------------| | Completeness | X/Y tasks, N reqs| | Correctness | M/N reqs covered | | Coherence | Followed/Issues | ```
**Issues by Priority**:
1. **CRITICAL** (Must fix before archive): - Incomplete tasks - Missing requirement implementations - Each with specific, actionable recommendation
2. **WARNING** (Should fix): - Spec/design divergences - Missing scenario coverage - Each with specific recommendation
3. **SUGGESTION** (Nice to fix): - Pattern inconsistencies - Minor improvements - Each with specific recommendation
**Final Assessment**: - If CRITICAL issues: "X critical issue(s) found. Fix before archiving." - If only warnings: "No critical issues. Y warning(s) to consider. Ready for archive (with noted improvements)." - If all clear: "All checks passed. Ready for archive."
**Verification Heuristics**
- **Completeness**: Focus on objective checklist items (checkboxes, requirements list) - **Correctness**: Use keyword search, file path analysis, reasonable inference - don't require perfect certainty - **Coherence**: Look for glaring inconsistencies, don't nitpick style - **False Positives**: When uncertain, prefer SUGGESTION over WARNING, WARNING over CRITICAL - **Actionability**: Every issue must have a specific recommendation with file/line references where applicable
**Graceful Degradation**
- If only tasks.md exists: verify task completion only, skip spec/design checks - If tasks + specs exist: verify completeness and correctness, skip design - If full artifacts: verify all three dimensions - Always note which checks were skipped and why
**Output Format**
Use clear markdown with: - Table for summary scorecard - Grouped lists for issues (CRITICAL/WARNING/SUGGESTION) - Code references in format: `file.ts:123` - Specific, actionable recommendations - No vague suggestions like "consider reviewing"
Source provenance
Decision snapshot
recent repository activity
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for openspec-verify-change, ready for a manual X post.
openspec-verify-change: Verify implementation matches change artifacts. Use when the user wants to validate that impl... 42 stars https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=x
Listing + install path for openspec-verify-change: https://www.openagentskill.com/skills/rustyrazorblade-openspec-verify-change?ref=x Install: npx skills add rustyrazorblade/skills --skill openspec-verify-change
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.
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@rustyrazorblade
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Sandbox only
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 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