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panning-for-goldlisted

Triage raw unstructured input (transcripts, brain dumps) into evaluated thread inventories and a synthesized gold-found file. Four phases: front-gate, extract, evaluate, synthesize. Use when you say "pan for gold", "triage transcript", "synthesize gold-found", or hand it a voice transcript or brain dump. Do NOT use for structured input like specs or ADRs (use analyst or spec-generator instead).
rjmurillo/ai-agents · ★ 34 · AI & Automation · score 79
Install: claude install-skill rjmurillo/ai-agents
# Panning for Gold Turn raw, unstructured capture into an evaluated, actionable inventory of threads. Four phases: Front-gate, Extract, Evaluate, Synthesize. ## Triggers | Trigger Phrase | Operation | |----------------|-----------| | `pan for gold` | Run the full extract -> evaluate -> synthesize procedure | | `triage transcript` | Build inventory of threads from a raw transcript | | `synthesize gold-found` | Generate the final gold-found file from evaluations | ## When to Use Use this skill when: - You have a voice transcript, stream-of-consciousness note, or brain dump that contains many ideas mixed with noise. - You need a deterministic procedure to triage which ideas merit deeper analysis. - You want a permanent, structured artifact that the analyst agent or the spec-generator skill can consume. Use a different skill when: - The input is already structured (specs, ADRs, code). Use the analyst agent or the spec-generator skill instead. - You only need a one-off summary. Use a generic summarizer. ## Workspace Layout The skill operates inside a workspace root. The default is `./.panning/` in the current working directory; override via `--workspace <path>` or the `PANNING_WORKSPACE` environment variable. ```text <workspace>/ |-- transcripts/ # Raw input (read-only after capture) |-- inventories/ # Pass1 + final inventories |-- evaluations/ # Per-thread evaluation files `-- gold-found/ # Synthesized gold-found files ``` The scri