Research Discipline
Citation and independent-sourcing discipline for any research-shaped Claude answer.
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 11, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 0ebe065
Our own skill — tested under the same protocol, disclosed. Six research questions (12 answers total) were judged claim-by-claim against live primary sources: the baseline agent produced 7 of 54 wrong/stale claims (13.0%), the skill-equipped agent produced 3 of 56 (5.4%) — a 59% relative cut in factual error rate for about +10% tokens. The README also discloses two real regressions (an incomplete pricing comparison, a repeated wrong version number), which we weighed in scoring rather than ignoring. Protocol test caught real issues in our own repos (dead benchmark links, strict-YAML frontmatter) — fixed and re-verified same day.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 4/5
- Output vs. baseline 7/10
- Docs & honesty 4/5
What Research Discipline does
Enforces eight evidence rules on research-shaped answers — live sources over memory, a citation on every claim, two independent sources for load-bearing facts, verbatim numbers, and an adversarial self-check before delivery. Benchmarked at -59% wrong/stale claims versus a bare agent, with the two cases where it still fell short published alongside the wins.
Research Discipline before / after — same task, with and without
Without the skill
Asked for the current Claude model catalog, the baseline agent answered from a cached table without a live check — and got three context-window figures wrong.
With Research Discipline
With the skill loaded, the agent fetched the live docs page, matched all 11 claims against it, and flagged its own answer [single-source] because every figure traced back to one vendor page.
How to install Research Discipline
git clone https://github.com/Skillproofdev/research-discipline ~/.claude/skills/research-discipline
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Research Discipline
-
/research-disciplineCitation and independent-sourcing discipline for any research-shaped Claude answer.
It also activates on plain-language prompts like these:
-
What's the latest stable version of PostgreSQL and when did it release? -
Compare Stripe vs Paddle pricing for a SaaS doing $50k MRR. -
Is it true that the EU AI Act bans all facial recognition technology?
Frequently asked questions
- Is the Research Discipline skill free?
- Yes. The skill itself is free from Skillproofdev/research-discipline. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Research Discipline work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 11, 2026. Verdict: Tested · Works. Our own skill — tested under the same protocol, disclosed. Six research questions (12 answers total) were judged claim-by-claim against live primary sources: the baseline agent produced 7 of 54 wrong/stale claims (13.0%), the skill-equipped agent produced 3 of 56 (5.4%) — a 59% relative cut in factual error rate for about +10% tokens. The README also discloses two real regressions (an incomplete pricing comparison, a repeated wrong version number), which we weighed in scoring rather than ignoring. Protocol test caught real issues in our own repos (dead benchmark links, strict-YAML frontmatter) — fixed and re-verified same day.
- What is the Research Discipline SkillProof Score?
- 8.0/10 — installs cleanly 5/5, triggers reliably 4/5, output vs. baseline 7/10, docs & honesty 4/5.
- How do I install Research Discipline?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Research Discipline with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.