Citation Check
ZimoLiao/scholaraio
A skill your agent uses when the user wants to verify citations in AI-generated or human-written text against the local knowledge base and catch hallucinated, wrong, or missing references.
Answer questions using your project's knowledge base with evidence-backed citations.
$ npx skills add techwolf-ai/ai-first-toolkit --skill kb-answer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit kb-answer --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/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/knowledge-base/skills/kb-answer .claude/skills/kb-answer && 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 "kb-answer" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/knowledge-base/skills/kb-answer into .claude/skills/kb-answer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kb-answer", 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/techwolf-ai/ai-first-toolkit/tree/main/plugins/knowledge-base/skills/kb-answerType 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 techwolf-ai/ai-first-toolkit --skill kb-answer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit kb-answer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/knowledge-base/skills/kb-answer .agents/skills/kb-answer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kb-answer" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/knowledge-base/skills/kb-answer into .agents/skills/kb-answer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kb-answer", 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 techwolf-ai/ai-first-toolkit --skill kb-answer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit kb-answer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/knowledge-base/skills/kb-answer .cursor/skills/kb-answer && 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 "kb-answer" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/knowledge-base/skills/kb-answer into .cursor/skills/kb-answer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kb-answer", 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/techwolf-ai/ai-first-toolkit.git --path plugins/knowledge-base/skills/kb-answer--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 techwolf-ai/ai-first-toolkit --skill kb-answer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit kb-answer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/knowledge-base/skills/kb-answer .gemini/skills/kb-answer && 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 "kb-answer" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/knowledge-base/skills/kb-answer into .gemini/skills/kb-answer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kb-answer", 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 techwolf-ai/ai-first-toolkit kb-answerInstalls 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 techwolf-ai/ai-first-toolkit --skill kb-answer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/knowledge-base/skills/kb-answer .github/skills/kb-answer && 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 "kb-answer" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/knowledge-base/skills/kb-answer into .github/skills/kb-answer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kb-answer", 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 techwolf-ai/ai-first-toolkit --skill kb-answer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install techwolf-ai/ai-first-toolkit kb-answer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/knowledge-base/skills/kb-answer .opencode/skills/kb-answer && 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 "kb-answer" agent skill from https://github.com/techwolf-ai/ai-first-toolkit/tree/main/plugins/knowledge-base/skills/kb-answer into .opencode/skills/kb-answer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kb-answer", 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.
kb-answerAnswer questions using your project's knowledge base with evidence-backed citations.
Kb Answer is an agent skill from techwolf-ai/ai-first-toolkit. Answer questions using your project's knowledge base with evidence-backed citations. Every answer must cite literal quotes from KB files to prevent hallucinations. Use this for any question that should be answered from documented knowledge rather than general knowledge.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Knowledge Management, covering Citation management and Knowledge bases. The repository describes itself as: Open-source Claude Code skills and Codex skills for AI-first work. Audit, re-engineer, and bootstrap projects with AI-first design principles. The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 2ee7841. 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.
Shell commands in SKILL.md call:
python3From 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.
Kb Answer loads about 1.5k tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 746 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 techwolf-ai/ai-first-toolkit at commit 2ee7841, republished under its MIT licence (© techwolf-ai). 746 words, ~1,482 tokens.
.claude/skills/kb-answer/SKILL.md (or your agent's skills folder).Follow these steps in order for every question. For multiple independent questions, use parallel agents.
Check that kb/ exists in the project root. If not, tell the user to run /setup-knowledge-base first.
Always start by reading the KB index:
kb/index.mdThe index provides:
If the index is empty or outdated, run the index script first:
python3 scripts/kb-index.pysecurity/access/) — drill down into sub-groups when a broad category has them.Based on the index navigation:
related: links in the frontmatter if the file references other entriesIf the index doesn't point to the right file, run the search script to rank entries by keyword across title, tags, description, category, and body:
python3 scripts/kb-search.py "your keyword"Options worth knowing:
--category security restricts to a category (matches nested children like security/access too).--tag mfa filters by frontmatter tag (repeatable).--limit 5 caps results.--json for a machine-readable list (useful when chaining into another step).Fall back to the Grep tool with path kb/ only if the search script misses a term (e.g., regex-only patterns).
If kb/scopes/ contains scope files beyond _default.yaml:
in_scope, out_of_scope, and notes to shape your answerIf only _default.yaml exists, skip this step.
Yes/No questions: Start with "Yes" or "No", followed by 1 sentence.
Other questions: Answer directly in 1-3 sentences. Add detail only if needed.
If format requirements are provided: Follow them exactly.
Every claim in your answer MUST be backed by a literal quote from a KB file.
Format each citation as:
> "exact quote copied from the KB file"
> Source: kb/category/filename.mdRules:
**Confidential**: ..., your quote must be **Confidential**: ..., not Confidential: .... If the source uses bullet list dashes, include them. Missing markdown is the #1 reason kb-verify.py flags citations. The script has a normalized-match fallback that will PASS with a warning, but strict mode will FAIL, so always copy formatting literally.> "first line of the quote
> second line
> last line"
> Source: kb/category/filename.md> lines back into one quote and checks the whole block. Single-line blocks are still preferred for robustness.After formulating your answer, verify all citations are accurate by running:
python3 scripts/kb-verify.py <<'EOF'
{your answer with citations}
EOFThe script checks that every quoted string exists in the referenced KB file. It runs two passes:
**, *, _, `) and whitespace are stripped from both sides before comparison. Reported as PASS (normalized).Target strict passes. If the script reports PASS (normalized), re-copy the quote with its original markdown so the next verify run is clean.
python3 scripts/kb-verify.py --strict answer.md when you want to guarantee byte-exact citations (e.g., before publishing to a customer).Do not present an answer with any FAIL citations.
Related questions (same topic): Group together, share file reads.
Independent questions: Use parallel agents, each following this workflow.
Example:
Q1: "What encryption do we use?" -> security
Q2: "Who are our customers?" -> general
Q3: "What's our SLA?" -> security
Group 1 (security): Q1 + Q3
Group 2 (general): Q2© techwolf-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/knowledge-base/skills/kb-answer of techwolf-ai/ai-first-toolkit.
Open the folder on GitHubat commit 2ee7841
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in techwolf-ai/ai-first-toolkit, which our catalogue first saw on October 7, 2026.
Kb Answer 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 |
|---|---|---|---|---|---|---|
| Kb Answer this skilltechwolf-ai/ai-first-toolkit | 132 | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Citation CheckZimoLiao/scholaraio | 576 | — | ~454 | Automated safety check: Pass | MIT | |
| Maintain Codex Wikiaiskillstore/marketplace | 430 | 1 repos | ~2k | Automated safety check: Notes | None | |
| Knowledge Base Searchaipoch/medical-research-skills | 2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Gnogmickel/gno | 115 | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Gnogmickel/gno | 115 | — | ~11k | Automated safety check: Pass | MIT |
ZimoLiao/scholaraio
A skill your agent uses when the user wants to verify citations in AI-generated or human-written text against the local knowledge base and catch hallucinated, wrong, or missing references.
aiskillstore/marketplace
Maintain a review-first Markdown knowledge base for Codex practices with source provenance, engineering capture, citation-aware queries, explicit archive and promotion, and deterministic linting.
aipoch/medical-research-skills
Search and locate relevant content within a local knowledge base (files, indices, or PageIndex).
gmickel/gno
Search local documents, files, notes, and knowledge bases. An agent skill from gmickel/gno.
gmickel/gno
Search local documents, files, notes, and knowledge bases. An agent skill from gmickel/gno.
AI4Scientist/nano-scientist
Communications-domain literature review with Claude-style knowledge-base-first retrieval.
techwolf-ai/ai-first-toolkit
Mine the user's Claude Code + Cowork session history into a structured task profile, what they do with AI, how often, how successfully where friction lives, then propose atomic skills that would…
techwolf-ai/ai-first-toolkit
Find context from past Claude Code (CLI) and Claude Cowork (desktop) sessions on this Mac.
techwolf-ai/ai-first-toolkit
Personal diagnosis of where your Claude Code + Cowork spend goes.
techwolf-ai/ai-first-toolkit
Write or develop a blog post. An agent skill from techwolf-ai/ai-first-toolkit.
techwolf-ai/ai-first-toolkit
Write or develop an opinion piece (opiniestuk/op-ed). An agent skill from techwolf-ai/ai-first-toolkit.
techwolf-ai/ai-first-toolkit
Analyze, re-engineer, or bootstrap projects to align with AI-first design principles.
Categories
Answer questions using your project's knowledge base with evidence-backed citations. Kb Answer is an agent skill from techwolf-ai/ai-first-toolkit. Answer questions using your project's knowledge base with evidence-backed citations.
Kb Answer fits situations like: tasks that involve Citation management; tasks that involve Knowledge bases.
Run `npx skills add techwolf-ai/ai-first-toolkit --skill kb-answer -a claude-code`. Or copy the skill folder (plugins/knowledge-base/skills/kb-answer in techwolf-ai/ai-first-toolkit) into .claude/skills/kb-answer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add techwolf-ai/ai-first-toolkit --skill kb-answer -a codex`. Or copy the skill folder (plugins/knowledge-base/skills/kb-answer in techwolf-ai/ai-first-toolkit) into .agents/skills/kb-answer 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 techwolf-ai/ai-first-toolkit --skill kb-answer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kb-answer, .gemini/skills/kb-answer, .github/skills/kb-answer and .opencode/skills/kb-answer in your project.
Going by SKILL.md and its folder, Kb Answer needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
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.
Kb Answer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 5.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Kb Answer: Citation Check (ZimoLiao/scholaraio, 576 stars), Maintain Codex Wiki (aiskillstore/marketplace, 430 stars), Knowledge Base Search (aipoch/medical-research-skills, 2k stars) and Gno (gmickel/gno, 115 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
techwolf-ai (a GitHub organization) maintains it in techwolf-ai/ai-first-toolkit, which has 132 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on September 29, 2026.
Source: techwolf-ai/ai-first-toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.