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pattern-retrospectivelisted

Apply rigorous pattern-retrospective analysis to Claude transcripts. Triggers on writing studies, blog posts, handoff docs, retrospectives, specs, or improvement proposals that draw conclusions from past Claude sessions — phrasings like "handoff to X", "lessons from session Y", "pattern Z over time", "spec for X", "improvements to X", "audit my use of W" all match. Enforces target-system audit BEFORE specifying its requirements, streaming JSONL parsing (never load whole files), 5-tuple extraction with provenance tags, self-falsification of every cited claim including system-state claims, Bayesian confidence smoothing, and correlation-not-causation discipline. Designed to prevent the credulous-handoff failure mode where ~60% of proposed requirements turn out to already exist in the target system.
BryceEWatson/claude-global-skills · ★ 0 · AI & Automation · score 75
Install: claude install-skill BryceEWatson/claude-global-skills
# Pattern-retrospective workflow You're producing a study / blog post / handoff / spec / retrospective that draws conclusions from your past Claude sessions. Apply this rigor before publishing. A future automation substrate could eventually automate this. Until such a system exists, you are the curator, falsifier, and substrate. Write the outputs so they're machine-readable later, in case that automation lands. ## §1 — The load-bearing meta-discipline **Before specifying any external system's requirements, audit that system first.** If you're writing a "handoff to X" / "spec for X" / "improvements to X" / "what X should do" document, spend 30 minutes reading X's code, locked spec, and CLAUDE.md before writing. Lead the document with a "Context: what already exists in X" section. If you can't write that section, you can't write the document. This applies recursively. When you cite a fact about an external system, verify it the same way you'd verify any other agent's cited claim. "X already does Y" is a falsifiable claim — falsify it before relying on it. **Why this rule exists:** a real handoff once failed this check. Roughly 60% of its proposed requirements for the target system already existed in that system's codebase — log-location discovery, a false-positive filter, external verification, aggregate metrics — none of which had been audited first. Don't repeat that. ## §2 — Storage map (always search both corpora) Your transcripts live in two corpora. Searching onl