research-scoutlisted

Tracks AZIMUTH's 8 primary citation source families for new publications or significant updates. Stages validated findings in research/staged-findings.md for human review before promotion to references/base-rates.md. Invoke with 'run the research scout' or 'promote staged findings'.
MrBinnacle/azimuth · ★ 6 · AI & Automation · score 81

Install: claude install-skill MrBinnacle/azimuth

# Research Scout Maintain AZIMUTH's empirical integrity by tracking source publications and staging updates to `references/base-rates.md`. This skill has two modes. Trigger is determined from the user's request. **SCOUT** — Search for new publications. Stage validated findings. **PROMOTE** — Review `research/staged-findings.md`. Promote, hold, or discard each staged entry. Trigger PROMOTE when user says "promote," "review staged findings," or "what's in the queue." --- ## Source Map `references/base-rates.md` draws from 8 source families. Each has a day-of-week assignment. Do not search all groups every run. | Day | Source Family | What constitutes a finding | |-----|--------------|---------------------------| | Mon | Standish CHAOS + PMI *Pulse of the Profession* | New annual edition; changed on-time/overrun rates | | Tue | CB Insights startup failure reports | New edition (last known: 2021); updated failure-cause percentages | | Wed | BLS Business Employment Dynamics | New annual entrepreneurship/survival cohort tables | | Thu | McKinsey large IT projects + transformation research | New survey citing overrun or value-delivery figures | | Fri | Nielsen Breakthrough Innovation + consumer launch research | New consumer product failure rate data | | Sat | Pendo Feature Adoption + B2B SaaS adoption research | New feature utilization dataset | | Sun | Schmidt & Hunter follow-on meta-analyses + KPMG/Bain M&A + Flexera *State of the Cloud* | New predictive validity meta-ana