Evaluates ambient context artifacts (CLAUDE.md, memory, local skills, settings hooks) for compatibility with swarm governance. Returns a classified report so users can address interference before launching a team.
日本語の概要は準備中です。原文の説明を表示しています。
Structural pattern analysis for writing-mode review. Performs paragraph-level decomposition and pattern aggregation. Invoked by the team lead during editorial review.
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A sentence or paragraph can look fine in isolation. When the same structural shape repeats across 1,000-3,000 words, the aggregate creates a mechanical feeling — even though no single instance is wrong. Linear readers miss this because they process sequentially and each paragraph clears the "is this well-written?" bar individually.
This analysis solves the forest-vs-trees problem. It decomposes every paragraph's structure, then aggregates the fingerprints to surface repetition invisible to linear reading.
Invoke this skill using the Skill tool: swarm:writing-style. Pass the piece's text or file path as the args parameter. The skill returns a structured report. The lead relays the report to the editor for interpretation. Invoke during the review phase (required) or optionally during drafting.
The report is advisory, never gating. The editor applies editorial judgment to the data. The Economist escape clause applies: if a flagged pattern serves the piece, keep it and note why.
Exclude from analysis: Table cells, comparison tables, and structured list items with deliberately parallel construction (numbered checklists, step-by-step procedures). These are exempt from construction density calculation but still included in named pattern counts. Report construction density both with and without these items so the editor has both numbers.
Introductory and concluding paragraphs adjacent to lists are NOT exempt — only the parallel list items themselves.
For each body paragraph, classify:
1. Opening move — how the paragraph begins:
claim: declarative assertionscenario: narrative with actors or concrete situationquestion: interrogative openingdata: leads with a statistic or cited factcontrast: opens with negation or oppositiondefinition: introduces or defines a termtransition: bridges from previous sectionimperative: directive opening2. Dominant sentence shape:
declarative: simple subject-verb-object statementscontrast-pivot: sentences built on "not X — it is Y" or "X, but Y"question-answer: rhetorical question followed by its answerconditional: "when X, then Y" or "if X, then Y"enumeration: listing or cataloguing itemsnarrative: sequential events with actorscompound-aside: sentences with em-dash parenthetical asides (banned — flag for rewrite)3. Named trope patterns present (if any):
negative-parallelism: "X is not [assumption]. It is [reframe]."countdown: "Not X. Not Y. [Resolution]."self-posed-qa: Question posed and immediately answered. Exclude H2/H3 section headings that are questions — question-format headings are a structural choice, not a rhetorical trope. Only count questions posed within body paragraph text.same-phrase-recycled: A multi-word formulation appearing verbatim elsewhere in the piecepunchy-fragment: One-sentence standalone paragraph used for emphasisdead-metaphor: A metaphor that has already appeared earlier in the pieceanaphora: Same opening word as the previous paragraphtricolon: Three-part list or phraseRecord each paragraph's structural fingerprint in compact notation.
Review ALL fingerprints together and analyze:
A. Named pattern frequency
Count each named trope pattern across the full piece. For each, report:
B. Opening move distribution
C. Section structural fingerprint
Classify each top-level section's overall pattern:
CLAIM-EVIDENCE: Opens with a declarative claim, supports with data/examplesSCENARIO-ANALYSIS: Opens with a narrative scenario, analyzes implicationsQUESTION-ANSWER: Opens with a question, provides the answerPROBLEM-SOLUTION: Defines a problem, proposes a fixDEFINITION-EXPANSION: Defines a term, expands on implicationsCOMPARISON: Contrasts two approaches or statesLIST-FRAMEWORK: Enumerates multiple sub-points under a thesisFlag when 3+ sections share the same fingerprint.
D. Sentence length variance
For each section, assess the approximate spread of sentence lengths. Flag sections where most sentences fall in the same 15-25 word band (low variance).
E. Construction density
Count ALL identified trope pattern instances per 500 words of body text. Flag when density exceeds 3 per 500 words.
F. Paragraph opener concentration
Map the first word of every body paragraph. Flag any word that opens more than 20% of paragraphs.
## Structural Pattern Analysis: <title or slug>
### Named Patterns
| Pattern | Count | Limit | Status | Distribution |
|---------|-------|-------|--------|--------------|
| Negative parallelism | N | 1 | GREEN/YELLOW/RED | Sections: ... |
| Countdown | N | 1 | GREEN/YELLOW/RED | Sections: ... |
| Self-posed Q&A | N | 1 | GREEN/YELLOW/RED | Sections: ... |
| Same-phrase recycled | N | 1 | GREEN/YELLOW/RED | Phrases: ... |
| Punchy fragment | N | 2 | GREEN/YELLOW/RED | Sections: ... |
| Dead metaphor | N | 2 | GREEN/YELLOW/RED | Metaphor: ... |
| Anaphora (consecutive) | N | 3 | GREEN/YELLOW/RED | Sections: ... |
| Tricolon | N | 1 | GREEN/YELLOW/RED | Sections: ... |
**Instances (for any YELLOW or RED):**
- [Pattern]: §[section] ¶[paragraph]: "[quoted text]"
### Structural Metrics
| Metric | Value | Status |
|--------|-------|--------|
| Opening move concentration | [top opener]: N of M paragraphs (X%) | GREEN/YELLOW/RED |
| Section fingerprint variety | N distinct of M sections | GREEN/YELLOW/RED |
| Sentence length variance | [assessment per section] | GREEN/YELLOW/RED |
| Construction density | X per 500 words (with lists) / Y per 500 words (excl. lists) | GREEN/YELLOW/RED |
| Paragraph opener word concentration | "[word]": X% of paragraphs | GREEN/YELLOW/RED |
**Section fingerprints:**
- §1 [heading]: [FINGERPRINT-TYPE]
- §2 [heading]: [FINGERPRINT-TYPE]
[Flag if 3+ sections share the same fingerprint]
**Opening move distribution:**
- claim: N (X%)
- scenario: N (X%)
- contrast: N (X%)
...
### Priority Issues
[Top 2-3 issues by severity. For each: what the pattern is, where it concentrates, and a specific suggestion for varying the structure.]
### Summary
- RED: N issues
- YELLOW: N issues
- GREEN: N issues
| Pattern | GREEN | YELLOW | RED |
|---|---|---|---|
| Negative parallelism | 0-1 | 2 | 3+ |
| Countdown | 0-1 | 2 | 3+ |
| Self-posed Q&A | 0-1 | 2 | 3+ |
| Same-phrase recycled | 0-1 | 2 | 3+ |
| Punchy fragment | 0-2 | 3 | 4+ |
| Dead metaphor | 0-2 | 3 | 4+ |
| Anaphora (consecutive same opener) | 0-3 | 4 | 5+ |
| Tricolon | 0-1 | 2 | 3+ |
| Construction density (per 500 words, excl. parallel lists) | 0-3 | 4-5 | 6+ |
| Sentence length variance (per section) | varied | narrow band | monotone |
| Section fingerprint repeats | 0-2 | 3 | 4+ |
| Opener move concentration (max %) | <30% | 30-40% | >40% |
| Paragraph opener word concentration (max %) | <20% | 20-30% | >30% |
Thresholds are calibrated to short-to-medium pieces (350-800 words). For longer pieces, apply proportionally more tolerance on named pattern counts.
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概要と使いどころ
Evaluates ambient context artifacts (CLAUDE.md, memory, local skills, settings hooks) for compatibility with swarm governance. Returns a classified report so users can address interference before launching a team.
日本語の概要は準備中です。原文の説明を表示しています。
Code mode operational spec for the team lead. Returns lead identity, facilitator identity, mode-specific rules, suggest-members guidance, and phase arc for code-mode teams.
日本語の概要は準備中です。原文の説明を表示しています。
Builds measurable validation criteria when no existing standards apply. Invoked by team agents during review.
日本語の概要は準備中です。原文の説明を表示しています。
Returns the frozen gate constants — question, header, option labels and descriptions, digest field-list, and preview content — for every catalog gate. Invoked by the team lead fresh on arrival at each gate and on pulse re-emissions, in the same turn as the render. The transport contract, three renders, partition rule, and authoring rubric live in swarm:workflow-rules.
日本語の概要は準備中です。原文の説明を表示しています。
General mode operational spec for the team lead. Returns lead identity, facilitator identity, suggest-members guidance, and phase arc for general-purpose teams. The silent fallback when outcomes fit no specific mode, and a wrapper base for custom workflows — it has no shortcut command.
日本語の概要は準備中です。原文の説明を表示しています。
Independent review loop run before delivery in code work. An independent reviewer (Codex, or fresh Codex-style subagents) reads the whole PR against the approved outcome; the lead fixes in-scope functional findings and re-reviews until none remain. Its differentiator is independence and exhaustiveness — a reviewer that fails differently from the authors, run to clean — distinct from the recursive-refinement ladder. Invoked by the team lead from the unified pre-ship gate (code-mode and /swarm:refine) after the ship steps.
日本語の概要は準備中です。原文の説明を表示しています。