← ClaudeAtlas

deep-groundinglisted

Invoke when you are about to assert a checkable claim or start a non-trivial analysis, design, diagnosis, or recommendation and need to ground it against the real sources before committing. Ask "where could the evidence for this be?", read the relevant sources, follow their leads recursively, and report conclusions with evidence tiers plus any residual unknowns. Use this **PROACTIVELY** when you catch yourself answering from memory, from a single source or angle, or when a result beats your expectation and could skip verification.
home-dev-lab/workflow-toolbox · ★ 1 · AI & Automation · score 67
Install: claude install-skill home-dev-lab/workflow-toolbox
# deep-grounding A standing reflex to counter the driving model's deepest single-context failure mode: **asserting from priors on the first source or angle that comes to mind**, instead of first going to find out. Reasoning harder does not escape a wrong prior — reading the real source does. So before you commit, you ground. This is the complement of `independent-analysis`: that one diversifies the **framing** (many lenses on one subject); this one diversifies the **evidence** (many sources grounding one analysis) — *verify before you assume, in breadth and in depth.* ## The reflex (what it instills) Before a non-trivial analysis, or before asserting a checkable claim, run a grounding pass FIRST — do not answer yet: 1. **Ask "where could the evidence for this be?"** Generate the candidate sources from the question itself, open-endedly. There is **no fixed checklist** — the right sources depend entirely on what you are after. (Kinds you might generate, never a required menu: project memory, READMEs / design docs, the actual code & config, tests, logs & telemetry — Loki/Grafana/CI, tickets/Confluence, git history, the web. Pick what fits THIS question; invent kinds the list doesn't name.) 2. **Explore them.** Read or query the relevant, available ones — in parallel where you can. 3. **Follow the leads they reveal — recursively, at a LOW threshold.** When a source points to another that *could plausibly* bear on what you're after, follow it — **even