/prose-style
Reusable writing-style contract for agent outputs (reports, ARCH docs, verdicts, threat models). Forces direct prose with concrete evidence, no marketing voice, no hedge words. The single most-referenced skill across the pipeline — used by 28 agents.
Claude Code
$ npx -y skills add avelikiy/great_cto --skill prose-style --agent claude-code
Codex
$ npx skills add avelikiy/great_cto --skill prose-style -a codex -y
Cursor
$ npx skills add avelikiy/great_cto --skill prose-style -a cursor -y
Gemini CLI
$ npx skills add avelikiy/great_cto --skill prose-style -a gemini-cli -y
GitHub Copilot
$ npx skills add avelikiy/great_cto --skill prose-style -a github-copilot -y
OpenCode
$ npx skills add avelikiy/great_cto --skill prose-style -a opencode -y
Windsurf
$ npx skills add avelikiy/great_cto --skill prose-style -a windsurf -y
SKILL.md
prose-style.SKILL.mdname: prose-style
description: Reusable writing-style contract for agent outputs (reports, ARCH docs, verdicts, threat models). Forces direct prose with concrete evidence, no marketing voice, no hedge words. The single most-referenced skill across the pipeline — used by 28 agents.
when_to_use: |
Apply to every agent that writes a human-readable artefact:
- architect ARCH-*.md, ADR-*.md
- pm PLAN-*.md
- qa-engineer QA-*.md reports
- security-officer CSO audit reports
- 18 reviewer agents' REVIEW-*.md outputs
- threat-models TM-*.md
Do NOT apply to:
- Raw code (use language-native style guides instead)
- Verdict log lines (machine-parsed, format is fixed)
- Beads task titles/descriptions (length-bounded, plain text)
effort: low
allowed-tools: Read, Write
paths:
- "docs/**"
- ".great_cto/verdicts/**"
Prose style — writing contract for agent reports
great_cto reports are read by busy CTOs at 3pm on a Tuesday. They scan for facts, decisions, and what needs their attention. Marketing voice and hedge words waste their time.
Five rules
1. Lead with the conclusion
Bad: > After reviewing the architecture document and considering various > trade-offs, including but not limited to scalability, security, and > maintainability, we believe that the proposed approach is generally > acceptable but has some areas that could potentially be improved.
Good: > Approved with 2 changes required: (a) move PII encryption to KMS, (b) > add idempotency key on webhook handler. Details below.
2. Concrete evidence, not adjectives
Bad: "Performance is acceptable." Good: "p99 latency 142ms over 50K requests (k6 run 2026-05-12 14:00 UTC, `tests/load/<your-scenario>.js`). SLO is 200ms."
Bad: "Security looks good." Good: "No findings at Critical or High. 2 Medium: hardcoded log level in `src/logger.ts:14`, missing CORS header in `src/middleware/cors.ts:8`."
3. No hedge words
Banned: *generally, somewhat, fairly, mostly, kind of, sort of, more or less, in some cases, often, sometimes, occasionally, possibly, perhaps, maybe, could potentially, might want to consider*.
Replace with specifics or omit. If you genuinely don't know, say "uncertain because <reason>" — that's information.
4. No filler openings
Banned:
- "In this document, we will discuss..."
- "It's important to note that..."
- "First and foremost..."
- "At the end of the day..."
- "It goes without saying..."
If a sentence can be deleted without losing information, delete it.
5. Verdict line on the last line
Every terminal report ends with one of:
VERDICT: APPROVED — <one-line summary>
VERDICT: DONE — <one-line summary>
VERDICT: BLOCKED reason="<specific blocker>"
VERDICT: FAIL reason="<specific failure>"
This is parsed by the board's `readVerdicts()` function. Format is machine-readable — no flourishes.
Templates
Reviewer report
# REVIEW-<feature> — <reviewer name>
Reviewed: <commit-sha or file paths>
Standard: <regulation / framework you applied>
## Findings
- [Critical|High|Med|Low] <one-sentence finding>
- location: <path:line>
- rationale: <why this matters in this domain>
- remediation: <specific fix>
## Verdict
VERDICT: APPROVED|BLOCKED reason="<short>"
Architecture / ADR
# ARCH-<feature> | ADR-<NNN>
Date: <ISO>
Status: proposed | accepted | superseded
## Context
2-4 sentences. What problem, what constraint.
## Decision
Imperative single sentence: "Use X for Y."
## Consequences
- Positive: <bullets>
- Negative: <bullets>
- Reversible? yes/no — if no, document migration cost
## Alternatives considered
<bullets with one-line dismissal reason each>
Anti-patterns to grep for
Before writing the verdict line, search your draft for:
\b(generally|somewhat|fairly|mostly|kind of|sort of|possibly|perhaps|maybe)\b
If a hit is in a non-quoted sentence, rewrite it to be concrete or delete it.
Why this matters
The board's `readVerdicts()` parses every report. Marketing voice breaks the parser. Hedge-word reports waste the reader's time. Specifics let the CTO trust the agent's judgment.
Read more
name: prose-style description: Reusable writing-style contract for agent outputs (reports, ARCH docs, verdicts, threat models). Forces direct prose with concrete evidence, no marketing voice, no hedge words. The single most-referenced skill across the pipeline — used by 28 agents. when_to_use: | Apply to every agent that writes a human-readable artefact: - architect ARCH-*.md, ADR-*.md - pm PLAN-*.md - qa-engineer QA-*.md reports - security-officer CSO audit reports - 18 reviewer agents' REVIEW-*.md outputs - threat-models TM-*.md Do NOT apply to: - Raw code (use language-native style guides instead) - Verdict log lines (machine-parsed, format is fixed) - Beads task titles/descriptions (length-bounded, plain text) effort: low allowed-tools: Read, Write paths: - "docs/**" - ".great_cto/verdicts/**"
Prose style — writing contract for agent reports
great_cto reports are read by busy CTOs at 3pm on a Tuesday. They scan for facts, decisions, and what needs their attention. Marketing voice and hedge words waste their time.
Five rules
1. Lead with the conclusion
Bad: > After reviewing the architecture document and considering various > trade-offs, including but not limited to scalability, security, and > maintainability, we believe that the proposed approach is generally > acceptable but has some areas that could potentially be improved.
Good: > Approved with 2 changes required: (a) move PII encryption to KMS, (b) > add idempotency key on webhook handler. Details below.
2. Concrete evidence, not adjectives
Bad: "Performance is acceptable." Good: "p99 latency 142ms over 50K requests (k6 run 2026-05-12 14:00 UTC, `tests/load/<your-scenario>.js`). SLO is 200ms."
Bad: "Security looks good." Good: "No findings at Critical or High. 2 Medium: hardcoded log level in `src/logger.ts:14`, missing CORS header in `src/middleware/cors.ts:8`."
3. No hedge words
Banned: *generally, somewhat, fairly, mostly, kind of, sort of, more or less, in some cases, often, sometimes, occasionally, possibly, perhaps, maybe, could potentially, might want to consider*.
Replace with specifics or omit. If you genuinely don't know, say "uncertain because <reason>" — that's information.
4. No filler openings
Banned:
- "In this document, we will discuss..."
- "It's important to note that..."
- "First and foremost..."
- "At the end of the day..."
- "It goes without saying..."
If a sentence can be deleted without losing information, delete it.
5. Verdict line on the last line
Every terminal report ends with one of:
VERDICT: APPROVED — <one-line summary> VERDICT: DONE — <one-line summary> VERDICT: BLOCKED reason="<specific blocker>" VERDICT: FAIL reason="<specific failure>"
This is parsed by the board's `readVerdicts()` function. Format is machine-readable — no flourishes.
Templates
Reviewer report
# REVIEW-<feature> — <reviewer name> Reviewed: <commit-sha or file paths> Standard: <regulation / framework you applied> ## Findings - [Critical|High|Med|Low] <one-sentence finding> - location: <path:line> - rationale: <why this matters in this domain> - remediation: <specific fix> ## Verdict VERDICT: APPROVED|BLOCKED reason="<short>"
Architecture / ADR
# ARCH-<feature> | ADR-<NNN> Date: <ISO> Status: proposed | accepted | superseded ## Context 2-4 sentences. What problem, what constraint. ## Decision Imperative single sentence: "Use X for Y." ## Consequences - Positive: <bullets> - Negative: <bullets> - Reversible? yes/no — if no, document migration cost ## Alternatives considered <bullets with one-line dismissal reason each>
Anti-patterns to grep for
Before writing the verdict line, search your draft for:
\b(generally|somewhat|fairly|mostly|kind of|sort of|possibly|perhaps|maybe)\b
If a hit is in a non-quoted sentence, rewrite it to be concrete or delete it.
Why this matters
The board's `readVerdicts()` parses every report. Marketing voice breaks the parser. Hedge-word reports waste the reader's time. Specifics let the CTO trust the agent's judgment.
You already have the agent. This is everything around it. great_cto runs Claude Code as a pipeline of 70 specialist agents — an independent model checks each stage before the next builds on it, spending caps refuse rather than warn, and three decisions stay yours: what gets built, how, and whether it ships.
Other skills on great-cto.
More skills from other plugins.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
ask-matt
Ask which skill or flow fits your situation. A router over the skills in this repo.
Questions about prose-style.
- Which coding agents can use prose-style?
- prose-style installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.

