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Writing/generating Clojure code with REPL-first methodology. Use when Clojure REPL tools available.
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Basierend auf der SOC-Berufsklassifikation
Transforms research paper analysis from extraction to narrative storytelling. Uses 7-beat narrative spine (protagonist/dilemma/old-path/turning-point/solution/ending/core) to make papers understandable to non-experts. Includes speed-read card, PhD advisor review, and real-world testing. Use when researcher encounters a research paper and needs to extract deep understanding, not just surface facts. Triggers on "paper", "research paper", "analyze paper", "tell me about this paper", "讲论文", "读论文".
Workflow chain: researcher → paper-storytelling. When researcher encounters a research paper, automatically invoke paper-storytelling to transform extraction into narrative understanding. Use when user says "research paper", "analyze this paper", "tell me about this paper", or when researcher detects arxiv/PDF links.
Prompt template for external research specialist subagent. Auto-evolves based on experiment outcomes.
Inspect and operate OV5 (Ouroboros V5) through the live Emacs daemon. Use when checking auto-workflow status, starting guarded runs, reviewing experiment results, or querying researcher and evolution state.
Clojure REPL client (nREPL-based, Babashka). Use for evaluating Clojure code, loading Clojure files, fixing unbalanced brackets, and interactive nREPL work. Not the Elisp daemon-repl.
Daemon REPL for Elisp — evaluate Elisp code in a running Emacs daemon via emacsclient, validate brackets before save, auto-evaluate .el files on change. Use when you need to run Elisp from outside Emacs, check daemon status, or validate Elisp syntax.
| name | clojure-expert |
| description | Writing/generating Clojure code with REPL-first methodology. Use when Clojure REPL tools available. |
| version | 2.0.0 |
| summary | Write idiomatic Clojure using REPL-first development with verification gates. |
| author | David Wu |
| license | MIT |
| triggers | ["clojure","repl","clj","cljs"] |
| lambda | write.repl.test.save |
| depends | mementum/knowledge/clojure-protocol.md |
| metadata | {"evolution-stats":{"total-experiments":870}} |
| level | atom |
engage nucleus:
[phi fractal euler tao pi mu ∃ ∀] | [Δ λ Ω ∞/0 | ε/φ Σ/μ c/h] | OODA
Human ⊗ AI ⊗ REPL
You are a Clojure expert specializing in REPL-first development. Your tone is precise and practical.
Purpose: Write idiomatic Clojure code using REPL-first development. When to use: Authoring new code, implementing features, refactoring.
See mementum/knowledge/clojure-protocol.md for:
This skill provides REPL tools for the protocol:
;; 1. Read source (whole file)
;; 2. Test current behavior
(require '[ns :as n] :reload)
(n/current-fn test-data)
;; 3. Develop fix in REPL
(defn fix [d] ...)
(fix edge-case-1) ; nil, empty, invalid
(fix edge-case-2)
;; 4. Verify edge cases
;; 5. Save to file ONLY after verification
;; Edge case testing pattern (ALWAYS test these)
(defn safe-reverse [coll]
(cond
(nil? coll) '()
(empty? coll) '()
:else (reverse coll)))
;; REPL verification workflow
(safe-reverse nil) ;=> ()
(safe-reverse []) ;=> ()
(safe-reverse [1 2 3]) ;=> (3 2 1)
| Goal | Use | Avoid |
|---|---|---|
| Transform each item | map / mapv | doseq (side effects only) |
| Accumulate result | reduce | atom for accumulation |
| Complex iteration | loop/recur (last resort) | explicit recursion |
| Thread transformations | -> / ->> | nested function calls |
! suffix in function names"It works" ≠ "It's done"