Report
microsoft/data-formulator
Turn an exploration (threads, findings, charts) into a single Markdown report — note, blog post, executive summary, KPI dashboard, slide brief, or multi-section analytical report, with embedded…
Analyze formal verification artifacts (Isabelle, Coq, Dafny, etc.) and produce structured reports identifying the precise boundary between verified, assumed, and unverified components.
$ npx skills add ArabelaTso/Skills-4-SE --skill verification-boundary-reporter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ArabelaTso/Skills-4-SE verification-boundary-reporter --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/verification-boundary-reporter .claude/skills/verification-boundary-reporter && rm -rf skills-srcUse ~/.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/
Install the "verification-boundary-reporter" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/verification-boundary-reporter into .claude/skills/verification-boundary-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-boundary-reporter", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/verification-boundary-reporterType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ArabelaTso/Skills-4-SE --skill verification-boundary-reporter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ArabelaTso/Skills-4-SE verification-boundary-reporter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/verification-boundary-reporter .agents/skills/verification-boundary-reporter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "verification-boundary-reporter" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/verification-boundary-reporter into .agents/skills/verification-boundary-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-boundary-reporter", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ArabelaTso/Skills-4-SE --skill verification-boundary-reporter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ArabelaTso/Skills-4-SE verification-boundary-reporter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/verification-boundary-reporter .cursor/skills/verification-boundary-reporter && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "verification-boundary-reporter" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/verification-boundary-reporter into .cursor/skills/verification-boundary-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-boundary-reporter", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ArabelaTso/Skills-4-SE.git --path skills/verification-boundary-reporter--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ArabelaTso/Skills-4-SE --skill verification-boundary-reporter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ArabelaTso/Skills-4-SE verification-boundary-reporter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/verification-boundary-reporter .gemini/skills/verification-boundary-reporter && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "verification-boundary-reporter" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/verification-boundary-reporter into .gemini/skills/verification-boundary-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-boundary-reporter", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ArabelaTso/Skills-4-SE verification-boundary-reporterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ArabelaTso/Skills-4-SE --skill verification-boundary-reporter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/verification-boundary-reporter .github/skills/verification-boundary-reporter && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "verification-boundary-reporter" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/verification-boundary-reporter into .github/skills/verification-boundary-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-boundary-reporter", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ArabelaTso/Skills-4-SE --skill verification-boundary-reporter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ArabelaTso/Skills-4-SE verification-boundary-reporter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ArabelaTso/Skills-4-SE.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/verification-boundary-reporter .opencode/skills/verification-boundary-reporter && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "verification-boundary-reporter" agent skill from https://github.com/ArabelaTso/Skills-4-SE/tree/main/skills/verification-boundary-reporter into .opencode/skills/verification-boundary-reporter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-boundary-reporter", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
verification-boundary-reporterAnalyze formal verification artifacts (Isabelle, Coq, Dafny, etc.) and produce structured reports identifying the precise boundary between verified, assumed, and unverified components.
Verification Boundary Reporter is an agent skill from ArabelaTso/Skills-4-SE. Analyze formal verification artifacts (Isabelle, Coq, Dafny, etc.) and produce structured reports identifying the precise boundary between verified, assumed, and unverified components. Use when assessing verification coverage, understanding trust boundaries, auditing formal proofs, or documenting verification scope. Reports explicitly list verified code, assumptions, axioms, trusted computing base, and unverified components. Conservative and explicit about verification status without attempting to repair or mask…
Its SKILL.md is about 3.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/boundary_patterns.md`, `references/coq_analysis.md` and `references/dafny_analysis.md`).
The repository describes itself as: A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4f38503. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are isabelle, markdown, coq and dafny).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Verification Boundary Reporter loads about 3.3k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 139 tokens; SKILL.md has 637 words of instructions outside code blocks.
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.
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.
The full file from ArabelaTso/Skills-4-SE at commit 4f38503, republished under its Apache-2.0 licence (© ArabelaTso). 637 words, ~3,267 tokens.
.claude/skills/verification-boundary-reporter/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Analyze formal verification artifacts and produce clear reports on what is verified, what is assumed, and what remains unverified.
When working with formally verified code, it's critical to understand exactly what guarantees the verification provides and where the boundaries lie. This skill analyzes verification artifacts and produces structured reports that:
Core principle: Be conservative and explicit. Never overstate verification coverage.
Verification Artifacts
↓
Parse & Identify Components
↓
Classify Each Component
↓
Analyze Dependencies
↓
Generate Boundary ReportDefinition: Code with complete, checked proofs of stated properties.
Criteria:
sorry, admit, Admitted in proofsExample identification:
(* VERIFIED *)
theorem insertion_sort_correct:
"sorted (insertion_sort xs) ∧ mset (insertion_sort xs) = mset xs"
proof (induction xs)
case Nil
then show ?case by simp
next
case (Cons x xs)
then show ?case using insert_sorted mset_insert by auto
qedDefinition: Statements accepted without proof.
Criteria:
axiom, sorry, admit, Admitted, assumeExample identification:
(* ASSUMED *)
Axiom functional_extensionality : forall A B (f g : A -> B),
(forall x, f x = g x) -> f = g.
(* ASSUMED - proof incomplete *)
Theorem complex_property : ...
Proof.
(* ... *)
Admitted.Definition: External components that must be trusted.
Components:
Example identification:
(* TCB: Relies on Isabelle kernel *)
export_code my_function in SML file "output.sml"
(* TCB: Uses unverified standard library *)
definition process_file :: "string ⇒ unit" where
"process_file path = ..." (* Calls OS file operations *)Definition: Code without formal verification.
Reasons:
Example identification:
// UNVERIFIED: No method body verification
method ProcessData(input: seq<int>) returns (output: seq<int>)
// No ensures clause - postcondition not specified
{
// Implementation without verification
}Scan verification artifacts for:
For each component, determine:
Map dependencies to understand:
Calculate:
Produce structured Markdown report with:
# Verification Boundary Report
**Project:** [Name]
**Date:** [Date]
**Verifier:** [Isabelle/Coq/Dafny/etc.]
**Analyst:** [Name]
## Executive Summary
[Brief overview of verification coverage and key findings]
## Verification Statistics
- Total components: X
- Verified: Y (Z%)
- Assumed: A
- Unverified: B
- TCB elements: C
## Verified Components
### [Component Name]
**Location:** [File:Line]
**Properties Proven:**
- [Property 1]
- [Property 2]
**Proof Status:** ✓ Complete
**Dependencies:** [List verified dependencies]
## Assumptions and Axioms
### [Assumption Name]
**Location:** [File:Line]
**Statement:** [Formal statement]
**Justification:** [Why this is assumed]
**Impact:** [What depends on this]
**Risk Level:** [Low/Medium/High]
## Trusted Computing Base
### [TCB Element]
**Type:** [Kernel/Library/Tool/OS/Hardware]
**Description:** [What is trusted]
**Justification:** [Why it must be trusted]
**Mitigation:** [How risk is managed]
## Unverified Components
### [Component Name]
**Location:** [File:Line]
**Reason:** [Why unverified]
**Risk Assessment:** [Impact if incorrect]
**Recommendation:** [Should it be verified?]
## Verification Gaps
[List areas where verification is incomplete or absent]
## Limitations
[Explicit statement of what the verification does NOT guarantee]
## Recommendations
[Suggestions for improving verification coverage]For Isabelle-specific verification boundary analysis, see references/isabelle_analysis.md.
Key aspects:
sorry and incomplete proofsFor Coq-specific verification boundary analysis, see references/coq_analysis.md.
Key aspects:
Admitted and admitFor Dafny-specific verification boundary analysis, see references/dafny_analysis.md.
Key aspects:
For common verification boundary patterns and red flags, see references/boundary_patterns.md.
Patterns include:
Input: Verified sorting implementation
theory VerifiedSort
imports Main "HOL-Library.Multiset"
begin
fun insert :: "nat ⇒ nat list ⇒ nat list" where
"insert x [] = [x]" |
"insert x (y # ys) = (if x ≤ y then x # y # ys else y # insert x ys)"
fun insertion_sort :: "nat list ⇒ nat list" where
"insertion_sort [] = []" |
"insertion_sort (x # xs) = insert x (insertion_sort xs)"
lemma insert_sorted:
"sorted xs ⟹ sorted (insert x xs)"
by (induction xs) auto
lemma mset_insert:
"mset (insert x xs) = {#x#} + mset xs"
by (induction xs) (auto simp: ac_simps)
theorem insertion_sort_correct:
"sorted (insertion_sort xs) ∧ mset (insertion_sort xs) = mset xs"
by (induction xs) (auto simp: insert_sorted mset_insert)
export_code insertion_sort in SML file "sort.sml"
endOutput: Verification Boundary Report
# Verification Boundary Report
**Project:** VerifiedSort
**Date:** 2026-02-17
**Verifier:** Isabelle/HOL
**Analyst:** Verification Boundary Reporter
## Executive Summary
The insertion sort implementation is fully verified with complete proofs of
correctness (sorting and permutation preservation). The verification relies
on Isabelle's standard library and kernel as the trusted computing base.
Code extraction to SML is part of the TCB.
## Verification Statistics
- Total components: 5
- Verified: 3 (60%)
- Assumed: 0 (0%)
- Unverified: 0 (0%)
- TCB elements: 2 (40%)
## Verified Components
### insert function
**Location:** VerifiedSort.thy:5-7
**Properties Proven:**
- Preserves sortedness (insert_sorted)
- Preserves multiset (mset_insert)
**Proof Status:** ✓ Complete
**Dependencies:** None (base case)
### insertion_sort function
**Location:** VerifiedSort.thy:9-11
**Properties Proven:**
- Produces sorted output
- Preserves all elements (permutation)
**Proof Status:** ✓ Complete
**Dependencies:** insert, insert_sorted, mset_insert
### Correctness theorem
**Location:** VerifiedSort.thy:18-19
**Statement:** sorted (insertion_sort xs) ∧ mset (insertion_sort xs) = mset xs
**Proof Status:** ✓ Complete
**Proof Method:** Induction with auto
## Assumptions and Axioms
None. All proofs are complete without axioms.
## Trusted Computing Base
### Isabelle/HOL Kernel
**Type:** Proof Assistant Kernel
**Description:** The Isabelle/HOL logical kernel that checks all proofs
**Justification:** Fundamental to all verification; cannot be verified within itself
**Mitigation:** Small, well-audited kernel; decades of use
### Isabelle Standard Library
**Type:** Library
**Description:** HOL-Library.Multiset for multiset operations
**Justification:** Used for permutation reasoning
**Mitigation:** Part of standard Isabelle distribution, widely used and tested
### Code Generation
**Type:** Tool
**Description:** export_code mechanism that generates SML
**Justification:** Translates verified Isabelle code to executable SML
**Mitigation:** Code generator is part of Isabelle, but translation correctness
is not formally verified. Generated code must be trusted to match semantics.
## Unverified Components
None. All algorithmic components are verified.
## Verification Gaps
None identified in the core algorithm.
## Limitations
1. **Code extraction trust:** The generated SML code is not verified to match
the Isabelle semantics. The code generator is trusted.
2. **Termination:** While termination is proven by Isabelle's function package,
the extracted code's termination depends on the SML runtime.
3. **I/O and side effects:** Any I/O operations in the extracted code are
outside the verification boundary.
4. **Numeric representation:** The verification uses mathematical integers (nat),
but extracted code uses machine integers which may overflow.
## Recommendations
1. **Consider verified extraction:** Use a verified code generator or
certified compilation if higher assurance is needed.
2. **Add overflow checks:** If using extracted code with large inputs,
add runtime checks for integer overflow.
3. **Document TCB:** Clearly communicate to users that code extraction
is part of the trusted base.Watch for:
sorry, admit, Admitted in proofsReport ALL components, not just verified ones.
Never overstate verification coverage.
Use clear, unambiguous language.
Link every claim to specific artifacts.
Evaluate impact of verification gaps.
For detailed guidance on specific aspects:
© ArabelaTso, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (references) in skills/verification-boundary-reporter of ArabelaTso/Skills-4-SE.
Open the folder on GitHubat commit 4f38503
Verification Boundary Reporter 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Verification Boundary Reporter this skillArabelaTso/Skills-4-SE | 253 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Reportmicrosoft/data-formulator | 18k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Reportalirezarezvani/claude-skills | 28k | 1 repos | ~727 | Automated safety check: Pass | MIT | |
| Bugcrowd Reportingsickn33/agentic-awesome-skills | 47k | 1 repos | ~5.9k | Automated safety check: Pass | MIT | |
| Artifacts Buildernexu-io/open-design | 100k | — | ~347 | Automated safety check: Pass | Apache-2.0 | |
| Reportsgarrytan/gbrain | 31k | — | ~1.6k | Automated safety check: Pass | MIT |
microsoft/data-formulator
Turn an exploration (threads, findings, charts) into a single Markdown report — note, blog post, executive summary, KPI dashboard, slide brief, or multi-section analytical report, with embedded…
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sickn33/agentic-awesome-skills
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nexu-io/open-design
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui).
garrytan/gbrain
Save and load timestamped reports. An agent skill from garrytan/gbrain.
anthropics/skills
Builds multi-component claude.ai HTML artifacts as a small React, TypeScript and Tailwind project, then bundles it into one shareable HTML file.
ArabelaTso/Skills-4-SE
Generate prioritized CVE watchlists and actionable security recommendations for repositories.
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Generate test cases using metamorphic testing by applying transformations based on metamorphic properties.
ArabelaTso/Skills-4-SE
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ArabelaTso/Skills-4-SE
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Analyze formal verification artifacts (Isabelle, Coq, Dafny, etc.) and produce structured reports identifying the precise boundary between verified, assumed, and unverified components. Verification Boundary Reporter is an agent skill from ArabelaTso/Skills-4-SE.) and produce structured reports identifying the precise boundary between verified, assumed, and unverified components.
Verification Boundary Reporter fits situations like: assessing verification coverage; understanding trust boundaries; auditing formal proofs; documenting verification scope.
Run `npx skills add ArabelaTso/Skills-4-SE --skill verification-boundary-reporter -a claude-code`. Or copy the skill folder (skills/verification-boundary-reporter in ArabelaTso/Skills-4-SE) into .claude/skills/verification-boundary-reporter in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ArabelaTso/Skills-4-SE --skill verification-boundary-reporter -a codex`. Or copy the skill folder (skills/verification-boundary-reporter in ArabelaTso/Skills-4-SE) into .agents/skills/verification-boundary-reporter in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ArabelaTso/Skills-4-SE --skill verification-boundary-reporter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/verification-boundary-reporter, .gemini/skills/verification-boundary-reporter, .github/skills/verification-boundary-reporter and .opencode/skills/verification-boundary-reporter in your project.
SKILL.md names no scripts, command-line tools or credentials: Verification Boundary Reporter is instructions for the agent only.
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.
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.
Verification Boundary Reporter is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.3k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 11k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Verification Boundary Reporter: Report (microsoft/data-formulator, 18k stars), Report (alirezarezvani/claude-skills, 28k stars), Bugcrowd Reporting (sickn33/agentic-awesome-skills, 47k stars) and Artifacts Builder (nexu-io/open-design, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ArabelaTso (a GitHub user) maintains it in ArabelaTso/Skills-4-SE, which has 253 GitHub stars. The repository holds 170 skills in this directory. The repository was last updated on August 21, 2026.
Source: ArabelaTso/Skills-4-SE on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.