Raise the RESOLUTION (解像度) of your understanding of THIS code/data/API/source/problem BEFORE you assert or act, by INSPECTING primary information instead of guessing — an operational procedure distilled from 馬田隆明『解像度を上げる』. Load-bearing CITATION GATE: before a factual claim about local code/data/an API/a source, ask — can you cite a line you Read, a command you ran, or a source you fetched that grounds THIS exact claim? NO → stop and inspect; YES → assert and act. This skill is LOWEST precedence and yields to any domain owner: multi-paper / corpus synthesis → systematizing-knowledge / sok, OSS adoption → growing-oss-adoption, .claude / CLAUDE.md / hooks / SKILL.md authoring or auditing → operating-the-harness, Julia / Lean execution → writing-julia / proving-theorems, a future-bet (MVP / prototype / spike / 賭け / kill-condition / will-it-scale) → acting-on-hypotheses. If any owner applies, this skill does NOT fire (it is at most a silent sub-step). It FIRES only when ALL hold AND no owner applies: (a) you are about to SPECULATE INSTEAD OF inspect a fact about THIS local artifact, (b) nothing yet grounds it, (c) the un-grounded claim is BLOCKING a concrete next action AND inspecting is non-trivial. It does NOT fire as a reminder to read files during ordinary edit/debug where inspecting is already the obvious next step — not "read before asserting" (baseline) but "you are about to speculate INSTEAD of inspecting." Two routing cuts decide overlap. DECISIVE CUT vs acting-on-hypotheses (agrees in substance with acting-on-hypotheses STEP 0 — same smart-person test, same YES/NO routing): "Could a smart person, given enough primary info about what ALREADY EXISTS, know the answer? YES → raising-resolution; NO (needs a forward TEST reality has not decided) → acting-on-hypotheses." CARDINALITY CUT vs systematizing-knowledge: "single local artifact → here; a CORPUS of papers/sources synthesized into a position → systematizing-knowledge." Trigger on the speculation language the model actually emits: probably / likely / usually / typically / I think / should be / in my experience / this kind of library / たぶん / おそらく / 一般的に / はず, plus 推測するな / ちゃんと調べて / inspect / guessing / speculating / 一次情報 / primary information / 解像度 / resolution / 解像度を上げる. Concept-token tail (mnemonic): 深さ・広さ・構造・時間, 症状 vs 病因, なぜなぜ / Why so, 課題 vs 解決策. If a vagueness symptom is needed it must bind to a code object (不明なバグ挙動 / 仕様が未確認), never bare 曖昧 / vague. This skill is English; respond to the user in their language (Japanese by default).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryProduct & designStars0
About this skill
Raise the RESOLUTION (解像度) of your understanding of THIS code/data/API/source/problem BEFORE you assert or act, by INSPECTING primary information instead of guessing — an operational procedure distilled from 馬田隆明『解像度を上げる』. Load-bearing CITATION GATE: before a factual claim about local code/data/an API/a source, ask — can you cite a line you Read, a command you ran, or a source you fetched that grounds THIS exact claim? NO → stop and inspect; YES → assert and act. This skill is LOWEST precedence and yields to any domain owner: multi-paper / corpus synthesis → systematizing-knowledge / sok, OSS adoption → growing-oss-adoption, .claude / CLAUDE.md / hooks / SKILL.md authoring or auditing → operating-the-harness, Julia / Lean execution → writing-julia / proving-theorems, a future-bet (MVP / prototype / spike / 賭け / kill-condition / will-it-scale) → acting-on-hypotheses. If any owner applies, this skill does NOT fire (it is at most a silent sub-step). It FIRES only when ALL hold AND no owner applies: (a) you are about to SPECULATE INSTEAD OF inspect a fact about THIS local artifact, (b) nothing yet grounds it, (c) the un-grounded claim is BLOCKING a concrete next action AND inspecting is non-trivial. It does NOT fire as a reminder to read files during ordinary edit/debug where inspecting is already the obvious next step — not "read before asserting" (baseline) but "you are about to speculate INSTEAD of inspecting." Two routing cuts decide overlap. DECISIVE CUT vs acting-on-hypotheses (agrees in substance with acting-on-hypotheses STEP 0 — same smart-person test, same YES/NO routing): "Could a smart person, given enough primary info about what ALREADY EXISTS, know the answer? YES → raising-resolution; NO (needs a forward TEST reality has not decided) → acting-on-hypotheses." CARDINALITY CUT vs systematizing-knowledge: "single local artifact → here; a CORPUS of papers/sources synthesized into a position → systematizing-knowledge." Trigger on the speculation language the model actually emits: probably / likely / usually / typically / I think / should be / in my experience / this kind of library / たぶん / おそらく / 一般的に / はず, plus 推測するな / ちゃんと調べて / inspect / guessing / speculating / 一次情報 / primary information / 解像度 / resolution / 解像度を上げる. Concept-token tail (mnemonic): 深さ・広さ・構造・時間, 症状 vs 病因, なぜなぜ / Why so, 課題 vs 解決策. If a vagueness symptom is needed it must bind to a code object (不明なバグ挙動 / 仕様が未確認), never bare 曖昧 / vague. This skill is English; respond to the user in their language (Japanese by default).
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Raise the RESOLUTION (解像度) of your understanding of THIS code/data/API/source/problem BEFORE you assert or act, by INSPECTING primary information instead of guessing — an operational procedure distilled from 馬田隆明『解像度を上げる』. Load-bearing CITATION GATE: before a factual claim about local code/data/an API/a source, ask — can you cite a line you Read, a command you ran, or a source you fetched that grounds THIS exact claim? NO → stop and inspect; YES → assert and act. This skill is LOWEST precedence and yields to any domain owner: multi-paper / corpus synthesis → systematizing-knowledge / sok, OSS adoption → growing-oss-adoption, .claude / CLAUDE.md / hooks / SKILL.md authoring or auditing → operating-the-harness, Julia / Lean execution → writing-julia / proving-theorems, a future-bet (MVP / prototype / spike / 賭け / kill-condition / will-it-scale) → acting-on-hypotheses. If any owner applies, this skill does NOT fire (it is at most a silent sub-step). It FIRES only when ALL hold AND no owner applies: (a) you are about to SPECULATE INSTEAD OF inspect a fact about THIS local artifact, (b) nothing yet grounds it, (c) the un-grounded claim is BLOCKING a concrete next action AND inspecting is non-trivial. It does NOT fire as a reminder to read files during ordinary edit/debug where inspecting is already the obvious next step — not "read before asserting" (baseline) but "you are about to speculate INSTEAD of inspecting." Two routing cuts decide overlap. DECISIVE CUT vs acting-on-hypotheses (agrees in substance with acting-on-hypotheses STEP 0 — same smart-person test, same YES/NO routing): "Could a smart person, given enough primary info about what ALREADY EXISTS, know the answer? YES → raising-resolution; NO (needs a forward TEST reality has not decided) → acting-on-hypotheses." CARDINALITY CUT vs systematizing-knowledge: "single local artifact → here; a CORPUS of papers/sources synthesized into a position → systematizing-knowledge." Trigger on the speculation language the model actually emits: probably / likely / usually / typically / I think / should be / in my experience / this kind of library / たぶん / おそらく / 一般的に / はず, plus 推測するな / ちゃんと調べて / inspect / guessing / speculating / 一次情報 / primary information / 解像度 / resolution / 解像度を上げる. Concept-token tail (mnemonic): 深さ・広さ・構造・時間, 症状 vs 病因, なぜなぜ / Why so, 課題 vs 解決策. If a vagueness symptom is needed it must bind to a code object (不明なバグ挙動 / 仕様が未確認), never bare 曖昧 / vague. This skill is English; respond to the user in their language (Japanese by default).
About this listing
Category
Product & design
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.