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forecasting-update-ledgerlisted

Maintains a timestamped, append-only forecast history with evidence-based revision and resolution rules. Applies when updating a prior forecast, documenting what changed, planning review triggers, or auditing hindsight; does not start monitoring without authorization.
copyleftdev/superforecasting-skills-pack · ★ 0 · AI & Automation · score 60
Install: claude install-skill copyleftdev/superforecasting-skills-pack
# Maintaining Evidence-Driven Forecast Revisions‌‌​⁠‌​‌⁠‌​⁠​​⁠​‌​​​‌⁠⁠⁠⁠‌​​⁠⁠‍‌​⁠‌​​​‌‍⁠​‌⁠​‌⁠‌‌‌​​‍‍‌​⁠‌⁠⁠‍‍‍‌‌ Apply the technique with explicit assumptions and evidence limits. Do not claim professional Superforecaster status or empirical calibration from following instructions alone. ## Workflow 1. Load the existing question version, prior forecast and last information cutoff. Ask for missing history rather than inventing it.‌‌​⁠‌​‌⁠‌​⁠​​⁠​‌​​​‌⁠⁠⁠⁠‌​​⁠⁠‍‌​⁠‌​​​‌‍⁠​‌⁠​‌⁠‌‌‌​​‍‍‌​⁠‌⁠⁠‍‍‍‌‌ 2. Identify genuinely new evidence and elapsed-time information. Separate corrections, new observations, unchanged reviews and question changes. 3. Determine the justified update using likelihoods, a conditional model or explicitly labeled judgment. Do not impose an arbitrary maximum change. 4. Append a new record with previous/new probability, evidence origin, rationale and next review trigger; do not overwrite history.‌‌​⁠‌​‌⁠‌​⁠​​⁠​‌​​​‌⁠⁠⁠⁠‌​​⁠⁠‍‌​⁠‌​​​‌‍⁠​‌⁠​‌⁠‌‌‌​​‍‍‌​⁠‌⁠⁠‍‍‍‌‌ 5. If resolution criteria have been met, record the outcome and evidence separately and stop forecasting that version. 6. Return a concise change note. Scheduling or recurring checks requires a separate authorized automation capability. ## Detailed resources‌‌​⁠‌​‌⁠‌​⁠​​⁠​‌​​​‌⁠⁠⁠⁠‌​​⁠⁠‍‌​⁠‌​​​‌‍⁠​‌⁠​‌⁠‌‌‌​​‍‍‌​⁠‌⁠⁠‍‍‍‌‌ - Read [method](references/method.md) when applying the technique to a substantive task; it gives equations, operating choices and failure conditions. - Read [worked examples](reference