Dr. Ralf S. Engelschall

Mint an identifier or a name of a requested type out of a free-text hint: a UUID, a SHA-1 digest, a NanoId-style hash, a constant, variable, function, or class identifier, a path component, or a product-like name. Use when the user wants an identifier, id, symbol, slug, or name "minted", "coined", "derived", or "generated" from a description.

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Determine the conceptual proximity of a topic -- its parent topic, its most relevant sibling topics, and its most relevant child topics -- optionally grounded in Internet/Web facts and optionally navigable in an interactive loop. Use when the user wants to explore the conceptual neighborhood of a topic, or mentions "proximity" or "related topics".

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Find quotes for a set of topic keywords and place them into a 2x2 matrix, spanned by the presence of an author/origin and by the literal containment of a keyword, optionally grounded in Internet/Web facts and optionally widened to the conceptual neighborhood of the topic. Use when the user wants "quotes", "sayings", "aphorisms", or "citations" on a topic.

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Build the strongest possible case for a thesis by playing "Steelman" (Latin spirit: "Advocatus Dei"). Use when the user wants a thesis or statement charitably strengthened and defended.

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Five-Whys Root-Cause Analysis.

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Update ChangeLog entries in CHANGELOG.md files

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Determine commit message for staged Git changes.

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Summarize the currently staged Git changes as a human-readable, intent-grouped narrative. Use when the user wants a concise and brief report of what changed and why. Optionally can check the diff for intent coherence and show a risk and blast radius report.

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Dissect the current Git change set, treated as an epic, domain-wise and logically into cohesive parts and materialize each part in its own dedicated Git WorkTree. Use when the user calls to "dissect", "split", "break up", or "decompose" a large change set into atomic, separately committable parts.

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Merge a Git source branch, including its still uncommitted changes, into a target branch through a regular merge, a rebase with fast-forward, or a squash merge, resolving merge conflicts semantically, check that the source branch landed, and emit a MERGED, CONFLICT, or FAILED verdict. Use when the user calls to "merge", "integrate", or "land" a branch.

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Resolve the Git merge conflicts of a working directory -- of an in-progress merge, rebase, cherry-pick, revert, stash apply, or of conflict markers left by patch -- carefully and semantically, never losing any change, escalate unresolvable hunks as-is, continue the in-progress operation, and emit a RESOLVED, PARTIAL, NONE, or FAILED verdict. Use when the user calls to "resolve" or "fix" merge conflicts.

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Perform a holistic, human-reviewer-style critique of the currently staged Git changes (or, with `--unstaged`, of the unstaged and untracked changes, with `--branch`, of a branch against its base, or, with `--commit`, of a single commit) and emit an approve/reject verdict with prioritized, severity-tagged, line-cited findings. Use when the user wants the staged diff, a branch, or a commit "reviewed", "critiqued", or "code-reviewed".

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Activate Specification Know-How: load the SpecBook format contract, the SpecBook schema configuration of the project, and the list of specification (SPEC) artifacts into the context, so the specification can be read, queried, explained, and edited ad-hoc in plain conversation. Use *automatically* whenever the user wants to work with the specification files -- asks what the "spec" or "specification" says, wants to "look up", "query", "check", or "explain" specification content, or wants a small ad-hoc change to it -- and no dedicated specification skill (`ase-spec-edit`, `ase-sync-import`, `ase-sync-reconcile`, `ase-sync-export`) is invoked, as those activate the know-how implicitly.

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Edit Specification: Use when the user wants to "edit" the SpecBook-based specification (SPEC) in one shot from a query, with optional grilling, SpecBook validation, looping, and Git worktree isolation.

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Export the SpecBook-based specification (SPEC) into ready-to-consume renderings like HTML, PDF, normalized Markdown, or JSON. Use when the user wants to "export", "render", or "materialize" the specification.

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Import information from foreign sources into a set of artifact kinds (the target), generating or updating them to reflect the imported information. Use when the user wants to "import", "ingest", or "bring in" external sources like files, URLs, or pasted text into artifacts like SPEC, CODE, DOCS, TASK, INFR, or OTHR.

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Condense the current or given task plan by compressing its wording. Use when the user calls to "condense", "compress", "shrink" or "shorten" the "task", "plan", "spec", or "specification".

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Dissect the current or given task plan, treated as an epic, domain-wise and logically into cohesive parts and materialize each part as its own separate task plan. Use when the user calls to "dissect", "split", "break up", or "decompose" a large "task" or "plan".

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Iteratively edit and refine a named plan for a task through a conversational loop. A new plan is optionally composed along the chosen one of several proposed crafting, refactoring, resolution, or specification approaches. Each round, the current plan is shown and the user is asked whether to keep refining, mark the plan as done, or proceed to the implementation or draft. Use when the user wants to plan a task purely through chat-driven refinement, or wants a plan to "craft" a new feature, "refactor" the code base, or "resolve" a problem (also from a bare analyzer issue id like "P1").

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Interview the user relentlessly about the task plan until reaching a shared understanding, resolving each branch of the question decision tree. Use when the user wants to stress-test a plan, get grilled on their plan, or mentions "grill me" or "grill plan".

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Get or set unique task id <id>. Use when user requests to work on a certain task or wants to know what the current task is.

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Shorten a document toward a target length, given as either `--chars <N>` or `--words <N>`: first tighten the sentences, then drop low-value content, then compress the remaining content into shorter expressions -- each stage entered only while the target is still not met. Use when the user wants to "shorten", "cut down", or "reduce the length of" a document.

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Review software architecture, including package cohesion and inter-package coupling

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Analyze the documents for spelling, capitalization, punctuation, word break, or grammar errors. Use when the user wants to "proofread" or "spellcheck" a document.

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