Chalk Labs
Need help deploying citation-fixer?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/ltdrew-citation-fixer
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: security, research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/citation-fixer
What's inside
- Skill name
citation-fixer- Description
- Audit and fix citation formatting across brain pages. Ensures every fact has an inline [Source: ...] citation matching the standard format.
- License
- MIT
- Instructions
- 40 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- routing-eval.jsonl
SKILL.md (first lines)
# Citation Fixer Skill ## Contract This skill guarantees: - Every brain page is scanned for citation compliance - Missing citations are flagged with specific location - Malformed citations are fixed to match the standard format - Results reported with counts (scanned, fixed, remaining) ## Phases 1. **Scan pages.** List pages and read each one, checking for inline `[Source: ...]` citations. 2. **Identify issues:** - Facts without any citation - Citations missing date - Citations missing source type - Citations with wrong format 3. **Fix format issues.** Rewrite malformed citations to match `skills/conventions/quality.md`. 4. **Report results.** Count: pages scanned, citations found, issues fixed, remaining gaps. ## Output Format ``` Citation Audit Report ===================== Pages scanned: N Citations found: N Issues fixed: N Remaining gaps: N (pages with uncitable facts) ``` ## Anti-Patterns - Inventing citations for facts that have no source - Removing facts that lack citations (flag them, don't delete) - Fixing citations without reading the full page context - Batch-fixing without checking quality (test-before-bulk convention)
From ltdrew/Agent-brain-2, MIT.
More from ltdrew/Agent-brain-2
- 0.432score
minion-orchestrator
ltdrew
Unified Minions skill for both deterministic shell jobs and LLM subagent orchestration.
SkillDFreshness: D★ 1Claude Code +9 - 0.429score
cross-modal-review
ltdrew
Quality gate via second model.
SkillDFreshness: D★ 1Claude Code +9 - 0.425score
frontmatter-guard
ltdrew
Validate and auto-repair YAML frontmatter on brain pages.
SkillDFreshness: D★ 1Claude Code +9 - 0.222score
install
ltdrew
No description from the publisher yet.
SkillDFreshness: D★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Apr 27, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/ltdrew/Agent-brain-2
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
More from ltdrew
- 0.432score
minion-orchestrator
ltdrew
Unified Minions skill for both deterministic shell jobs and LLM subagent orchestration.
SkillDFreshness: D★ 1Claude Code +9 - 0.429score
cross-modal-review
ltdrew
Quality gate via second model.
SkillDFreshness: D★ 1Claude Code +9 - 0.425score
frontmatter-guard
ltdrew
Validate and auto-repair YAML frontmatter on brain pages.
SkillDFreshness: D★ 1Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get citation-fixer running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
citation-fixer skill. Agent Mart. https://agentmart.dev/skills/ltdrew-citation-fixer (last updated 2026-10-24)