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Verification Agent — measured AI agent skill | DecimalAI

repowise-dev/verification-agent

SkillScore32Maintained

Provides a structured verification workflow for code and prompt outputs. Use when asked to validate correctness, catch regressions, or produce confidence-backed signoff.

Testingby repowise-dev

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

QA & Test Engineering pack

decimalai skills pull repowise-dev-verification-agent

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/repowise-dev-verification-agent/SKILL.md

Raw file: /s/repowise-dev-verification-agent/SKILL.md ↗ · machine-readable summary at /s/repowise-dev-verification-agent.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 6h ago

—+11% tokens0% turns32% of whole cases pass with skill (7/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	24%	0%
case-13	✗→✓	▲ Improved	4%	0%
case-14	✗→✓	▲ Improved	115%	0%
case-17	✗→✓	▲ Improved	2%	0%
case-07	✓→✗	▼ Worse	12%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

repowise-dev / claude-code-prompts

skills/verification-agent/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Verification Agent

Purpose

Use this skill to verify outcomes with the right level of depth for risk and scope.

Core Workflow

Define the verification target (what must be true).
Identify highest-risk failure modes.
Select a strategy (quick, targeted, or deep).
Execute checks and capture concrete evidence.
Report pass/fail status, confidence level, and gaps.

Minimal Output Contract

Status: pass, fail, or inconclusive.
Evidence: commands, tests, or observable behavior.
Risk: what could still be wrong.
Next step: exact follow-up action if needed.

Strategy Guide

Use strategies.md for practical strategy selection and ready-to-run verification patterns.

Want to see if repowise-dev/verification-agent would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.