← All skills
verify
84 / 100 · Low risk
Fine to try. Some of what it can do is expected: a research skill usually looks things up on the internet.
By Borda/AI-Rig (GitHub) · research · 31 stars · scanned at commit 2af2f1f
Paper-vs-code consistency audit. After research:scientist implements a method from a paper, verify the implementation matches paper claims across five dimensions — formula matching [F], hyperparameter parity [H], eval protocol [E], notation consistency [N], and citation chain [C]. Reads paper (PDF path / arXiv URL / pasted text), maps claims to codebase, emits verification table with match status and severity.
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
This is disclosed by the author in the skill's SKILL.md or README.
Found in 37 places.
Show 17 more
- plugins/cc_research/skills/verify/SKILL.md, line 120
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}" - plugins/cc_research/skills/verify/SKILL.md, line 148
PLUGIN_ROOT=$(python "${CLAUDE_PLUGIN_ROOT}/bin/resolve_plugin_root.py" --plugin-name research) || exit $?; export PLUGIN_ROOT - plugins/cc_research/skills/verify/SKILL.md, line 160
PLUGIN_ROOT=$(python "${CLAUDE_PLUGIN_ROOT}/bin/resolve_plugin_root.py" --plugin-name research) || exit $?; export PLUGIN_ROOT - plugins/cc_research/skills/verify/SKILL.md, line 190
PLUGIN_ROOT=$(python "${CLAUDE_PLUGIN_ROOT}/bin/resolve_plugin_root.py" --plugin-name research) || exit $?; export PLUGIN_ROOT - plugins/cc_research/skills/verify/SKILL.md, line 208
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}" - plugins/cc_research/skills/verify/SKILL.md, line 222
PLUGIN_ROOT=$(python "${CLAUDE_PLUGIN_ROOT}/bin/resolve_plugin_root.py" --plugin-name research) || exit $?; export PLUGIN_ROOT - plugins/cc_research/skills/verify/SKILL.md, line 302
PLUGIN_ROOT=$(python "${CLAUDE_PLUGIN_ROOT}/bin/resolve_plugin_root.py" --plugin-name research) || exit $?; export PLUGIN_ROOT - plugins/cc_research/skills/verify/SKILL.md, line 333
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}" - plugins/cc_research/skills/verify/SKILL.md, line 344
PLUGIN_ROOT=$(python "${CLAUDE_PLUGIN_ROOT}/bin/resolve_plugin_root.py" --plugin-name research) || exit $?; export PLUGIN_ROOT - plugins/cc_research/skills/verify/SKILL.md, line 355
PLUGIN_ROOT=$(python "${CLAUDE_PLUGIN_ROOT}/bin/resolve_plugin_root.py" --plugin-name research) || exit $?; export PLUGIN_ROOT - plugins/cc_research/skills/verify/SKILL.md, line 373
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}" - plugins/cc_research/skills/verify/SKILL.md, line 388
export CSID="${CLAUDE_CODE_SESSION_ID:-$PPID}" - plugins/cc_research/skills/verify/SKILL.md, line 469
PLUGIN_ROOT=$(python "${CLAUDE_PLUGIN_ROOT}/bin/resolve_plugin_root.py" --plugin-name research) || exit $?; export PLUGIN_ROOT - plugins/cc_research/skills/verify/SKILL.md, line 484
{ find ~/.claude/plugins/cache -maxdepth 5 -path "*/develop/*/skills/fix/SKILL.md" 2>/dev/null; ls plugins/cc_develop/skills/fix/SKILL.md 2>/dev/null; } | head - plugins/cc_research/skills/verify/SKILL.md, line 509
PLUGIN_ROOT=$(python "${CLAUDE_PLUGIN_ROOT}/bin/resolve_plugin_root.py" --plugin-name research) || exit $?; export PLUGIN_ROOT - plugins/cc_research/CHANGELOG.md, line 103
- The same hook reads each command as the shell's own words before judging it: quotes, backslash escapes, `$'…'` strings and line continuations are resolved and - plugins/cc_research/CHANGELOG.md, line 107
- fortify's `bash -c "$METRIC_CMD"` and `"$GUARD_CMD"` blocks and sweep's heredoc-data block now prompt each run instead of being auto-allowed.
and 17 more places
Connects to the internet
This is disclosed by the author in the skill's SKILL.md or README. It runs automatically when the plugin is installed. Expected for a research skill.
Found in 3 places.
Changes files outside its own folder
This is disclosed by the author in the skill's SKILL.md or README.
Found in 1 place.
Can call paid AI services billed to you
This is disclosed by the author in the skill's SKILL.md or README. It runs automatically when the plugin is installed.
Found in 2 places.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'verify' ] || [ -L ~/.agents/skills/'verify' ]; then echo 'A skill folder named verify already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Borda/AI-Rig' "$d" && git -C "$d" checkout --quiet '2af2f1f55a9eaf520f795f3557e739f9bd78d078' -- 'plugins/cc_research/skills/verify' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/cc_research/skills/verify' ~/.agents/skills/'verify' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'verify' ~/.claude/skills/'verify' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for Borda/AI-Rig shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/Borda/AI-Rig/)
Score history
| Date | Version | Score |
|---|
| 2026-11-13 | 2af2f1f | 84 |
| 2026-11-09 | 1f354b2 | 87 |
| 2026-11-07 | 82bd7e4 | 87 |