Template for AI-assisted research writing where every claim traces to a checkable source and nothing is called done until it clears a readiness gate.
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Updated
Aug 24, 2026 - Python
Template for AI-assisted research writing where every claim traces to a checkable source and nothing is called done until it clears a readiness gate.
Audit an outdated plan against current evidence with a REUSE, REVISE, REJECT, DEFER, VERIFY matrix
Fill-in handoff prompt for moving work between AI agent sessions: provenance header, verbatim sourced values, reverted-attempt disclosure, integration gate.
Palimnote: upload a difficult scholarly text and get a traceable AI-assisted critical edition with resolved citations, reading routes and a knowledge graph.
Render Markdown to PDF with pandoc and xelatex, then verify the output (page count, text overlap, hbox warnings) instead of trusting a zero exit code.
Pre-launch review gate: claim accuracy, accessibility, privacy, and synthetic demo-data disclosure
GitHub Actions CI for pnpm monorepos covering three gotchas: pnpm/action-setup ordering, a pgvector Postgres service, and a CI-safe vs manual E2E split.
Dependency-free Node script that turns a phases-and-status JSON file into a static HTML status page, with a --check mode that fails CI when it goes stale.
Scaffold and default-deny governance for product, crowdfunding or marketing launches: claims and rights ledgers, a kill switch and dependency-free Node tools.
Pre-push gate that SHA-256-hashes SQL migrations and fails if any are missing from, or no longer match, the applied-migrations ledger.
Guide and worked examples for Claude Code subagent files (.claude/agents/*.md): description as router, model-tier selection, skill vs agent split.
Evidence ledgers and phase-handoff documents that pass auditable context between sessions or agents
Mine a writing corpus for an author's stylistic tics and turn them into imitation or avoidance rules
Accessible React dialog primitives: focus trap, escape handling, focus restoration, live-region announcements
Catalog of process templates: an incident runbook and a launch-campaign scaffold with default-deny claims and rights ledgers.
Mine candidate references and idea leads from source text into deduplicated follow-up tables
An adversarial reviewer role: severity taxonomy, evidence citations, disconfirmation duty
Pandoc Lua filter that sizes Markdown pipe-table columns by content, so prose columns stop overflowing and no column shrinks below its longest word.
Mechanical pre-review QA sweeps for long-form manuscripts: leak greps, claim-verb discipline, compile gate
Provider-agnostic LLM routing with deterministic fallback, plus an LLM-as-judge eval harness with gold sets
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