From miller
Use when Miller search misses expected results, ranks surprising hits, returns noisy output, or needs mode/content/region troubleshooting.
How this skill is triggered — by the user, by Claude, or both
Slash command
/miller:miller-search-debug<queryandexpectedresult>This skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
Diagnose search behavior by checking the query mode, index freshness, projection limits, and whether the expected result exists.
Diagnose search behavior by checking the query mode, index freshness, projection limits, and whether the expected result exists.
search(query="<original>", limit=20)
search(query="<symbol-ish>", mode="symbol")
search(query="<path-ish>", mode="file")
search(query="<docs or prose>", mode="content")
search(query="<source body text>", mode="source")
search(query="<imported log text>", mode="external")
search(query="<imported web text>", mode="web")
search(query="<broad text>", mode="all-text")
search(query="<comment or literal>", regions="comment|string_literal|doc_comment")
search(query="<known area>", file_pattern="src/ui/**", language="typescript")
exclude_tests=false when tests are expected.name + signature; docs/prose belong in mode=content.mode=source; imported logs/reports and web markdown belong in mode=external or mode=web.content search "<term>" --workspace-id all --kind source|docs|config|external_file|web.mode=file when auto mode looks noisy.file_pattern and language before raising limit.workspace(operation="refresh").search(query="<exact symbol or file>", mode="auto", exclude_tests=false)
inspect(target="<expected-symbol-or-file>")
trace(target="<nearby-symbol>")
context(query="<workflow around expected result>")
Use this shape:
Search Debug: "<query>"
Expected: <symbol/file/text>
Observed:
- <top results or failure>
Diagnosis:
- <wrong mode, stale index, hidden tests, projection limit, region disabled, or true miss>
Next:
- <specific query, refresh, or implementation follow-up>
Do not widen Miller's symbol ranking as a first response. First prove that mode=content, regions=..., file mode, or refresh does not solve the workflow.
Provides behavioral guidelines to reduce common LLM coding mistakes, focusing on simplicity, surgical changes, assumption surfacing, and verifiable success criteria.
Searches, retrieves, and installs Agent Skills from prompts.chat registry using MCP tools like search_skills and get_skill. Activates for finding skills, browsing catalogs, or extending Claude.
Creates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.
npx claudepluginhub anortham/miller --plugin miller