read-mode-probe
Use when the user wants to interrogate an unfamiliar codebase with structured probes rather than a summary — invariants, data flow, error paths, hot paths…
Skill by paulnsorensen
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/paulnsorensen-read-mode-probe
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: data, security
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/read-mode-probe
Tools it pre-approves 11
From allowed-tools in SKILL.md: the agent may use these without asking you each time.
read_file,codebase_search,find_symbol,mcp__serena__find_symbol,mcp__serena__find_referencing_symbols,mcp__serena__get_symbols_overview,mcp__serena__search_for_pattern,mcp__tilth__tilth_search,mcp__tilth__tilth_read,mcp__tilth__tilth_grok,mcp__tilth__tilth_deps
What's inside
- Skill name
read-mode-probe- Description
- Use when the user wants to interrogate an unfamiliar codebase with structured probes rather than a summary — invariants, data flow, error paths, hot paths, security surface. Triggers on "probe this", "what are the invariants here", "where does X flow", "find the risk in this code", "trace error paths", "what's on the hot path", "security audit this file/module", "what could go wrong here". Returns numbered findings with confidence + citations, never edits.
- License
- MIT
- Allowed tools
- read_file,, codebase_search,, find_symbol,, mcp__serena__find_symbol,, mcp__serena__find_referencing_symbols,, mcp__serena__get_symbols_overview,, mcp__serena__search_for_pattern,, mcp__tilth__tilth_search,, mcp__tilth__tilth_read,, mcp__tilth__tilth_grok,, mcp__tilth__tilth_deps
- Metadata
- author: paulnsorensen · version: 0.1.0 · last-updated: 2026-05-22
- Instructions
- 110 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# read-mode-probe — Five probes, one stance Reader-first. **No edits.** Pick the probe closest to the user's question; if ambiguous, ask. Output is a numbered list of findings tagged with confidence (`high` / `med` / `low`) and a file:line citation, followed by a "next probes I would run" closer. ## The five probes ### 1. Invariant probe List the things that must always be true in this code, and cite *where* they're enforced. Catalog what would happen if each invariant were violated (silent corruption? hard panic? rejected request?). Tool order: 1. `mcp__serena__find_symbol` for the central type/function. 2. `mcp__tilth__tilth_grok` to pull its callers + tests in one shot. 3. `mcp__serena__find_referencing_symbols` to find every check site. ### 2. Data-flow probe Trace a value — a user-id, a request body, an env var, a feature flag — from its entry point to its persistence or external use. Name every file:line where the value is read, transformed, or written. Tool order: 1. `mcp__tilth__tilth_search` (kind=content) for the literal name. 2. `mcp__serena__find_referencing_symbols` on each definition site. 3. `mcp__tilth__tilth_deps` / `mcp__tilth__tilth_grok` (callees) for the downstream reach. ### 3. Error-path probe For a given function or module, enumerate every `throw`, `return Err`, `panic`, `reject`, or unhandled rejection. For each: where it can be triggered, who catches it (if anyone), and whether it's recoverable or terminal. Tool order: 1. `mcp__tilth__tilth_grok(target=<function>)` for body + callers. 2. `mcp__tilth__tilth_search(query="catch,try,Result,Err,panic,throw,reject")` to find the surrounding error machinery. ### 4. Hot-path probe Find loops, N+1 queries, sync I/O on request paths, and unbounded allocations. Sort findings by likely impact — flag the worst offender first. Tool order: 1. `mcp__serena__find_referencing_symbols` for high-fan-in functions. 2. `mcp__tilth__tilth_grok` / `mcp__tilth__tilth_read` to spot >150-LOC bodies. 3. `mcp__tilth__tilth_search(query="forEach,for.*await,await.*for,for.*\\.length")` for common loop antipatterns. ### 5. Security probe Audit input validation, authz checks, secret handling, deserialization sinks, SQL/shell injection vectors, SSRF, prototype pollution. Tool order: 1. `mcp__tilth__tilth_search(query="JSON.parse,eval,exec,Function,vm,child_process,spawn")` for deserialization + exec sinks. 2. `mcp__tilth__tilth_search(query="req.body,req.params,req.query,process.argv")` for untrusted-input entry points. 3. `mcp__serena__find_referencing_symbols` to walk from each input to where it's used. ## Output template ``` ## Findings (<probe-name> probe on <target>) 1. [high] <finding> — `path/to/file.ts:42` <one-sentence why this matters> 2. [med] <finding> — `path/to/file.ts:88` <one-sentence why this matters> ... ## Next probes I would run - <name>: <one-sentence reason> - <name>: <one-sentence reason> ``` ## Hard rules 1. **Every finding has a file:line citation.** No "looks like" or "appears to" — quote the line if needed. 2. **Confidence tags are mandatory.** `high` = verified by reading the exact code. `med` = pattern-matched but not fully traced. `low` = suspicious, worth checking but not confirmed. 3. **No edits, no refactor suggestions.** If the user asks "how should we fix this?", reply: "Switch out of read-mode-probe. Want me to propose a fix?" — and wait. 4. **Reader-first verbs only.** `read_file`, `codebase_search`, `find_symbol`, `mcp__serena__*`, `mcp__tilth__*` (no `tilth_write`). No `edit_file`, no `run_terminal_cmd` except `git log|status|diff|show`, `ls`, `wc`.
From paulnsorensen/dotfiles, MIT.
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Signals
- Stars
- 2
- Forks
- 0
- Open issues
- 69
- Last commit (this folder)
- Jun 28, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- Version
- 0.1.0
- License
- MIT
- Repository
- github.com/paulnsorensen/dotfiles
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
read-mode-probe skill. Agent Mart. https://agentmart.dev/skills/paulnsorensen-read-mode-probe (last updated 2026-10-24)