Official agent skill

Openspec Verify Change

by grafana in grafana/ai-sdk

Verify implementation matches OpenSpec change artifacts. An agent skill from grafana/ai-sdk.

OfficialMITAuto-check passed

Install Openspec Verify Change

skills CLI
$ npx skills add grafana/ai-sdk --skill openspec-verify-change -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install grafana/ai-sdk openspec-verify-change --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/grafana/ai-sdk.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/openspec-verify-change .claude/skills/openspec-verify-change && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
openspec-verify-change
GitHub stars
258
Used in
3 other repos
Token cost
~4.6k tokens
SKILL.md length
2,416 words
Files
1
Skills in repo
7
Repo updated
First seen
Licence
MIT

At a glance

Verify implementation matches OpenSpec change artifacts. An agent skill from grafana/ai-sdk.

  • Works in 8 steps: Select the change → Check status to understand the schema → Get planning context and load artifacts → …
  • The user wants to validate that implementation is complete
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Coherent before archiving

What it does

Openspec Verify Change is an agent skill from grafana/ai-sdk, published by the product's own GitHub organization. Verify implementation matches OpenSpec change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. Also use when the user says "openspec verify" or "opsx verify".

Its SKILL.md is about 4.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires openspec CLI.

The repository describes itself as: Grafana AI SDK for Go — streaming, tool-calling AI backends that speak fluent @ai-sdk/react. The licence is MIT.

When your agent uses it

  • The user wants to validate that implementation is complete
  • Coherent before archiving
  • The user says openspec verify

Example prompts

  • “openspec verify”
  • “opsx verify”
  • “/openspec-verify-change”

Requirements

  • Compatibility (from SKILL.md): Requires openspec CLI.
  • Pre-approved tools (allowed-tools): Bash(openspec:*)

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

  1. Select the change
  2. Check status to understand the schema
  3. Get planning context and load artifacts
  4. Initialize verification report structure
  5. Verify Completeness
  6. Verify Correctness
  7. Verify Coherence
  8. Generate Verification Report

What it can do on your machine

Read from SKILL.md and the folder at commit bb0cacc. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash(openspec:*)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires openspec CLI.

    From compatibility in the SKILL.md frontmatter.

Context cost

Openspec Verify Change loads about 4.6k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 2,416 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~4.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from grafana/ai-sdk at commit bb0cacc, republished under its MIT licence (© grafana). 2,416 words, ~4,597 tokens.

Download SKILL.mdSave it as .claude/skills/openspec-verify-change/SKILL.md (or your agent's skills folder).
name
openspec-verify-change
description
Verify implementation matches OpenSpec change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving. Also use when the user says "openspec verify" or "opsx verify".
allowed-tools
Bash(openspec:*)
compatibility
Requires openspec CLI.
license
MIT
metadata.author
openspec
metadata.version
1.0
metadata.generatedBy
1.14.1

Verify that an implementation matches the change artifacts (specs, tasks, design).

Store selection: If the user names a store (a store is a standalone OpenSpec repo registered on this machine) or the work lives in one, run openspec store list --json to discover registered store ids, then pass --store <id> on the commands that read or write specs and changes (new change, status, instructions, list, show, validate, archive, doctor, context, schemas, view). Once selected, treat --store <id> as sticky for the rest of the workflow. Every unscoped example of those commands below is shorthand: before running it, append the flag. For example, run openspec status --change "<name>" --json --store "<id>", not the unscoped form shown below. Other commands do not take the flag. Hints printed by commands already carry the flag; keep it on follow-ups. Without a store, commands act on the nearest local openspec/ root.

Project check: These steps expect a project that already uses OpenSpec. Before the first step that writes anything (new change, archive, sync specs, or authoring an artifact file), confirm the project has a root: run openspec list --json (with --store <id> when a store is selected, since the store is then the root) and read root. A root object means the project is set up. "root": null means it is not - there is no openspec/ directory here, and a write such as openspec new change would create one as a side effect. The command also exits non-zero, which is that answer rather than a broken CLI, so read the JSON instead of retrying or working around it.

One "root": null is not about setup: when a status error message starts with Declared in or Invalid store declaration in and names this project's openspec/config.yaml (or config.yml), the project does use OpenSpec through a store it declares, which this machine cannot resolve (the store is not registered, or the store: line is malformed). Do not treat it as uninitialized and skip the branches below: stop before writing and show the user that error's message and fix.

Otherwise, with no root, what happens next depends on how this workflow was reached:

  • Auto-selected: you chose this workflow yourself, without the user naming OpenSpec, naming this skill, or running its slash command. Stop using OpenSpec and answer the request normally, as you would with no OpenSpec installed. Do not ask them to set anything up and do not mention OpenSpec setup.
  • Explicit OpenSpec request: the user named OpenSpec, named this skill, or ran its slash command. Stop before writing and ask how to proceed: set this project up (openspec init), target a store they already have (--store <id>), or continue without OpenSpec for this request. Wait for their answer.

In both branches, never create the root as a side effect: do not run openspec init until the user asks for it, do not hand-create openspec/ files, and do not let a command create it.

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. Select the change

    If a name is provided, use it. Otherwise:

    • Infer from conversation context if the user mentioned a change
    • Auto-select if only one active change exists
    • If ambiguous, run openspec list --json to get available changes and ask the user to select one

    When prompting, show all active changes returned by the list, including changes with status: "no-tasks". Include the schema used for each change if available. Mark changes with incomplete tasks as "(In Progress)".

    Always announce: "Using change: <name>" and how to override (e.g., the openspec-verify-change workflow with <other>).

  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
  3. Get planning context and load artifacts

    bash
    openspec instructions apply --change "<name>" --json

    This returns the change directory, contextFiles (artifact ID -> array of concrete file paths), taskTrackingConfigured, and top-level tasks and progress aggregated from every concrete file matched by the schema's apply.tracks configuration that could be read. Read all available artifacts from contextFiles.

    Treat apply state and instruction as context, not a verification verdict. Do not implement tasks or archive the change during verification.

  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.

    Verification is advisory. Respect intentional omissions such as skip_specs: true, optional design documents, and schemas without task tracking. Do not require or invent optional or intentionally omitted artifacts to obtain a clean report. Not verified describes a limit of this report, not a new archive prerequisite. Archive retains its own checks and user-confirmation behavior.

    Mark checks the schema does not define, or artifacts the status reports as intentionally skipped, as Not applicable. The correctness checks of a change whose readable delta specs contain REMOVED or RENAMED requirements but no ADDED or MODIFIED requirements are also Not applicable (see step 6). Exclude them from skipped-check counts and the archive-readiness assessment. Reserve Not verified for applicable checks whose evidence is missing or unusable.

    If only task evidence is available for applicable checks, verify task completion only and mark the remaining applicable checks, including Code Pattern Consistency, as not verified with the reason "Only task evidence available".

    If artifacts cannot be read or contain no usable requirements, scenarios, or design decisions, mark the affected checks as not verified with the specific reason. Continue checks supported by the remaining evidence, but a partially checked input set is not a fully verified check. Missing requirements affect Spec Coverage and Requirement Implementation Mapping; missing scenarios affect Scenario Coverage; missing design decisions affect Design Adherence.

  5. Verify Completeness

    Task Completion:

    • If taskTrackingConfigured is false, report Task Completion as not applicable. Do not treat empty tasks as missing evidence.
    • Otherwise, use the top-level tasks and progress fields. They already aggregate every readable concrete file matched by apply.tracks, regardless of the tracked artifact's ID; do not infer tracking from a contextFiles key.
    • If unavailableTrackingFiles is nonempty, mark Task Completion as not verified and include every unavailable path and reason. Continue using any readable task evidence, but do not infer completion from the partial tasks and progress fields.
    • If taskTrackingConfigured is true and tasks is empty, mark Task Completion as not verified and record the reason from apply state and instruction. Nonzero totals alone do not establish evaluable task descriptions.
    • Report complete vs total tasks from progress.
    • If progress.remaining is greater than 0:
      • Add CRITICAL issue for each listed incomplete task. If the remaining count exceeds the listed incomplete tasks, also report the incomplete checkboxes without descriptions and recommend adding descriptions and completing them. Do not infer completion from the listed tasks alone.
      • Recommendation: "Complete task: <description>" or "Mark as done if already implemented"

    Spec Coverage:

    • If status marks the spec artifact skipped by skip_specs: true, or the schema defines no spec artifact (no artifact whose artifactPaths.<id>.outputPath is under specs/), report the spec-dependent checks as not applicable.
    • Otherwise, contextFiles is keyed by artifact id, and artifact ids come from the active schema, so do not assume an id such as specs. The spec artifacts are those whose artifactPaths.<id>.outputPath is under specs/; read their files from contextFiles.<id>. If those spec files are absent or empty, mark Spec Coverage, Requirement Implementation Mapping, and Scenario Coverage as not verified; do not treat any of them as clean.
    • If delta specs exist in those spec files:
      • Extract all requirements (marked with "### Requirement:", or listed as FROM:/TO: pairs under ## RENAMED Requirements) and note the delta section each one sits under: ## ADDED, ## MODIFIED, ## REMOVED, or ## RENAMED Requirements. The section decides what the check looks for.
      • For each ADDED or MODIFIED requirement (for MODIFIED, check the text in the delta, not the old wording):
        • Search codebase for keywords related to the requirement
        • Assess if implementation likely exists
      • If ADDED or MODIFIED requirements appear unimplemented:
        • Add CRITICAL issue: "Requirement not found: <requirement name>"
        • Recommendation: "Implement requirement X: <description>"
      • For each REMOVED requirement, the change asks for the behavior to be gone, so invert the check:
        • Search codebase for the removed behavior. Matches in openspec/ artifacts or docs, or in code that serves only the Migration note or an ADDED requirement, are not evidence by themselves. Report any code path that still delivers the removed behavior, including one shared with an ADDED requirement.
        • Finding no implementation is the expected result. Never report a REMOVED requirement as "Requirement not found" or recommend implementing it.
        • If the behavior is still present:
          • Add CRITICAL issue: "Removed requirement still implemented: <requirement name>"
          • Recommendation: "Remove the remaining implementation at <file>:<lines>, following the requirement's Migration note if it has one"
      • For each RENAMED entry (FROM:/TO:), the name changes but the behavior stays, so check the TO requirement for that unchanged behavior:
        • Do not report the FROM name as missing, and do not require code symbols, identifiers, or file names to be renamed.
        • If the TO name also appears under MODIFIED, its behavior is checked there against the MODIFIED text; skip it here.
        • Otherwise, read the baseline requirement in the main spec at <planningHome.root>/openspec/specs/<capability-path>/spec.md, using the same capability path as the delta spec: the requirement under the FROM name, or under the TO name only when the FROM name is absent because the main spec is already synced. Its body and scenarios are the evidence for the behavior the TO requirement keeps.
        • Search codebase for that behavior and assess if it is still implemented.
        • If it appears unimplemented:
          • Add CRITICAL issue: "Renamed requirement not found: <TO name>"
          • Recommendation: "Restore the behavior of <TO name> (renamed from <FROM name>); a rename must not change behavior"
        • If the baseline requirement cannot be found or read, mark Spec Coverage as not verified for that entry with the reason. Never count an unchecked rename as passing.
  6. Verify Correctness

    If the delta specs are readable and contain at least one REMOVED or RENAMED requirement but no ADDED or MODIFIED requirements (the change only removes or renames requirements), report Requirement Implementation Mapping and Scenario Coverage as Not applicable. The REMOVED and RENAMED checks under Spec Coverage are the evidence for such a change (each RENAMED entry is checked there against its baseline behavior), so do not mark these two checks as not verified. A delta spec with no parseable requirements at all is unusable evidence, not a removal-only change: mark these checks as not verified.

    Requirement Implementation Mapping:

    • For each ADDED or MODIFIED requirement from delta specs (REMOVED entries, and RENAMED entries without a MODIFIED block, were settled under Spec Coverage):
      • 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 under an ADDED or MODIFIED requirement 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>"
    • Skip scenarios under a REMOVED requirement; that behavior is meant to be gone.
  7. Verify Coherence

    Design Adherence:

    • If the schema defines no design artifact (no artifact with id design, and none whose artifactPaths.<id>.outputPath is or ends in design.md), report Design Adherence as not applicable.
    • If the design artifact's contextFiles.<id> file 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"
    • Otherwise, if the design artifact's contextFiles.<id> file is absent or empty: mark Design Adherence as not verified. With other supporting artifacts, Code Pattern Consistency still runs; the task-only case remains limited to task completion.

    Code Pattern Consistency:

    • If implementation changes cannot be identified, mark Code Pattern Consistency as not verified and explain the missing evidence.
    • Otherwise, 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:

    markdown
    ## Verification Report: <change-name>
    
    ### Summary
    | Dimension    | Status           |
    |--------------|------------------|
    | Completeness | X/Y tasks, N reqs|
    | Correctness  | M/N reqs covered |
    | Coherence    | Followed/Issues  |

    In each Status cell, report the results of checks that ran and Not verified (<reason>) for every skipped check. If all checks in a dimension were skipped, start the cell with Not verified. Never score a skipped check as passing. Treat every not verified or partially verified check as skipped in the final assessment. Count only ADDED and MODIFIED requirements in N, and report REMOVED and RENAMED requirements separately (for example, "1 removal confirmed, 1 rename verified"). For a change that only removes or renames requirements, the Correctness cell reads Not applicable (no ADDED or MODIFIED requirements).

    Issues by Priority:

    1. CRITICAL (Must fix before archive):

      • Incomplete tasks
      • Missing requirement implementations
      • Removed requirements still implemented
      • Renamed requirements whose behavior is no longer implemented
      • 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 any check was skipped, also name every skipped check and its reason.
    • If no CRITICAL issues, one or more warnings, and no checks were skipped: "No critical issues. Y warning(s) to consider. Ready for archive (with noted improvements)."
    • If only suggestions and no checks were skipped: "No critical issues or warnings. Z suggestion(s) to consider. Ready for archive (with noted improvements)."
    • If no issues and no checks were skipped: "All checks passed. Ready for archive."
    • If any check was skipped and there are no CRITICAL issues: do not claim readiness. Say "No critical issues found in the checks that ran. <check(s)> not verified: <reason>." Include the warning count when nonzero.
    • Include the suggestion count when nonzero in every final assessment.
Show full SKILL.md (85 more words)Show less

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

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"

© grafana, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/openspec-verify-change of grafana/ai-sdk.

Open the folder on GitHubat commit bb0cacc

Used in 4 other repositories

We found 4 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in grafana/ai-sdk, which our catalogue first saw on October 10, 2026.

Compare with similar skills

Openspec Verify Change next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Openspec Verify Change compared with similar skills
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Openspec Verify Change this skillgrafana/ai-sdk2583 repos~4.6kAutomated safety check: PassMIT
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Web Artifacts Builderanthropics/skills180k40 repos~769Automated safety check: PassApache-2.0
Web Artifacts Buildernexu-io/open-design100k—~337Automated safety check: PassApache-2.0
Web Artifacts Buildersickn33/agentic-awesome-skills47k3 repos~824Automated safety check: PassApache-2.0
Artifact Diagrammingasgeirtj/system_prompts_leaks69k—~1kAutomated safety check: PassCC0-1.0

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Questions about Openspec Verify Change

What does Openspec Verify Change do?

Verify implementation matches OpenSpec change artifacts. An agent skill from grafana/ai-sdk. Openspec Verify Change is an agent skill from grafana/ai-sdk, published by the product's own GitHub organization. Verify implementation matches OpenSpec change artifacts.

When should I use Openspec Verify Change?

Openspec Verify Change fits situations like: the user wants to validate that implementation is complete; coherent before archiving; the user says openspec verify.

How do I install Openspec Verify Change in Claude Code?

Run `npx skills add grafana/ai-sdk --skill openspec-verify-change -a claude-code`. Or copy the skill folder (.agents/skills/openspec-verify-change in grafana/ai-sdk) into .claude/skills/openspec-verify-change in your project. Claude Code loads it when a task matches its description.

How do I install Openspec Verify Change in Codex?

Run `npx skills add grafana/ai-sdk --skill openspec-verify-change -a codex`. Or copy the skill folder (.agents/skills/openspec-verify-change in grafana/ai-sdk) into .agents/skills/openspec-verify-change in your project. Codex loads it when a task matches its description.

Can I use Openspec Verify Change in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add grafana/ai-sdk --skill openspec-verify-change -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openspec-verify-change, .gemini/skills/openspec-verify-change, .github/skills/openspec-verify-change and .opencode/skills/openspec-verify-change in your project.

What does Openspec Verify Change need to run?

SKILL.md names no scripts, command-line tools or credentials: Openspec Verify Change is instructions for the agent only. Its frontmatter pre-approves these tools: Bash(openspec:*). Compatibility (from SKILL.md): Requires openspec CLI..

Does Openspec Verify Change access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Openspec Verify Change safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Openspec Verify Change use?

Openspec Verify Change is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Openspec Verify Change use?

About 4.6k tokens (SKILL.md is roughly 18k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Openspec Verify Change?

Skills that share tags, products or a category with Openspec Verify Change: Artifacts Builder (nexu-io/open-design, 100k stars), Web Artifacts Builder (anthropics/skills, 180k stars), Web Artifacts Builder (nexu-io/open-design, 100k stars) and Web Artifacts Builder (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Openspec Verify Change?

grafana (a GitHub organization, an official publisher) maintains it in grafana/ai-sdk, which has 258 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 9, 2026.

Source: grafana/ai-sdk on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.