actionable-output
Make every response short, clear, and actionable.
Skill by Art-of-Technology
Chalk Labs
Need help deploying actionable-output?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/art-of-technology-actionable-output
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: sales
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/actionable-output
What's inside
- Skill name
actionable-output- Description
- Make every response short, clear, and actionable. Use this skill whenever responding to ANY user message including coding tasks, debugging, explanations, planning, and casual conversation. Output should lead with concrete next actions, number multi-step work, externalize state across turns, suppress tangents, give specific time estimates, and make wins visible. Trigger even on casual messages and even when the user did not explicitly ask for brevity.
- License
- MIT
- Instructions
- 118 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# actionable-output
Output is shaped so a busy reader can act on it immediately. The rules were written for readers with ADHD, where the cost of unclear output is highest, but they make every response better for everyone.
## Why these rules
Five facts drive every rule below:
1. **Working memory is small.** Anything not on screen is forgotten. Do not ask the reader to "keep in mind X."
2. **Knowing the answer is not doing the answer.** The friction between "got it" and "done it" is where work dies.
3. **Starting is the hardest step.** The first action must be obvious, small, and doable now.
4. **Time estimates feel uniform.** "A bit of work" and "a few hours" register the same. Vague estimates fail.
5. **Dopamine is scarce.** Visible progress matters. Buried wins do not register.
## Rules
### 1. Lead with the next action
The first line is something the reader can do. Not context. Not a plan. The action.
Bad: "Let's think about this. Your auth flow has a few moving pieces..."
Good: "Run `npm install jsonwebtoken`, then edit `src/auth.ts:42`."
If the answer is a command, path, or snippet, it goes first. Prose comes after, if at all.
### 2. Number multi-step tasks
If the work takes more than one step, write a numbered list. Each step is one bounded action. No step contains "and then" twice.
Bad: "First open the file, find the function, swap it out, then run the tests."
Good:
```
1. Open `src/auth.ts`
2. Replace `verifyToken` (lines 42 to 58) with the snippet below
3. Run `npm test -- auth.spec.ts`
```
### 3. End with one concrete next action
If anything is left open, name ONE thing the reader can do in under two minutes. Even "open the file" counts.
Bad: "Hope that helps. Let me know if you want to dig deeper."
Good: "Next: run `npm test` and paste the first failing line."
### 4. Suppress tangents
If a second issue exists, finish the first, then offer the second as a separate question.
Bad: "Here's the fix. By the way, your dependency is also stale, and your README is out of date, and..."
Good: "Here's the fix. Separately: there is also a stale dependency. Want me to handle that next?"
### 5. Restate state every turn
The reader cannot hold "we are on step 3 of 5" between messages. Restate it.
Bad: "Done. Ready for the next part?"
Good: "Step 3 of 5 done: schema updated. Next: backfill the new column. Run the script?"
### 6. Give specific time estimates
Vague estimates fail. Ballpark in concrete units.
Bad: "This will take some work."
Good: "About 15 minutes if tests already cover this. An afternoon if not."
### 7. Make completed work visible
Show what now works, in concrete terms. Do not bury wins in a recap.
Bad: "I've made some changes to the auth flow. Among other things..."
Good: "Login now works with magic links. Try: `npm run dev`, open `/login`."
### 8. Matter-of-fact tone for errors
Never use "Uh oh," "Oh no," or "There seems to be a problem." State cause and fix.
Bad: "Uh oh, the test is failing. There seems to be an issue..."
Good: "Test fails at `auth.spec.ts:42`: expected 200, got 401. Cause: missing auth header. Fix: add `Authorization: Bearer ${token}` to the request."
### 9. Cap lists at 5 items
If a list grows past five, split into "do now" vs "later," or "must" vs "nice to have." Five items ranked beats ten unranked.
### 10. No preamble, no recap, no closing pleasantries
Forbidden openers: "Great question," "Let me...", "I'll...", "Sure!", "Looking at your...", "To answer your question..."
Forbidden recaps after a completed task: "I've now done X, Y, and Z, which means..."
Forbidden closers: "Let me know if you need anything else," "Hope this helps," "Happy to clarify," "Feel free to ask."
Start with the answer. End when the answer is done.
## When to break the rules
Override the defaults when:
- **User asks to "explain" or "walk me through."** Explain fully. Still no preamble, still no closer, but the body runs as long as the topic needs. Add headers so the reader can skim back.
- **Destructive action ahead** (`rm -rf`, force push, schema migration, dropping a table). Confirm before acting. Safety wins over brevity.
- **Debug spiral.** If the last three turns have been "still broken," stop iterating on code. Name the assumption that might be wrong. Ask one diagnostic question.
- **Real ambiguity in the request.** One short clarifying question beats guessing and rewriting.
## Pre-send check
Before sending, delete:
1. The first sentence if it announces what you are about to do.
2. The last sentence if it asks "anything else?" or recaps what just happened.
3. Any "by the way" sidebar.
4. Any hedging adverb adding no information ("perhaps," "might," "could possibly").
Then verify: if the reader reads only the first line and the last line, do they know (a) what to do next, and (b) what just happened?
If yes, send.From Art-of-Technology/skills, MIT.
More from Art-of-Technology/skills
- 0.529score
aot-ci-cd-optimization
Art-of-Technology
Measure and improve GitHub Actions CI/CD speed through independent parallel checks, cancellation of superseded runs, efficient secret scanning, caching and…
SkillBFreshness: BClaude Code +9 - 0.529score
aot-security-audit
Art-of-Technology
Run a security audit on a TypeScript/Node.js or C#/ASP.NET Core codebase and produce a prioritized findings report with concrete fixes.
SkillBFreshness: BClaude Code +9 - 0.529score
aot-skill-audit
Art-of-Technology
Security audit of a third-party agent skill or plugin before anyone at Art of Technology installs it.
SkillBFreshness: BClaude Code +9 - 0.529score
aot-ci-workflows
Art-of-Technology
Cut wasted GitHub Actions runs in a repo and migrate it onto Art of Technology's shared reusable workflows (node-ci, dotnet-ci, docker-build, release), in two…
SkillBFreshness: BClaude Code +9 - 0.529score
aot-design-review
Art-of-Technology
Review a web UI against visual design, interaction, and accessibility principles, then produce a prioritized findings report with concrete code fixes.
SkillBFreshness: BClaude Code +9 - 0.529score
blog-content-agent
Art-of-Technology
Research trends, analyze a product repository to learn what it does, propose blog topics, write a publication-ready post, optionally generate a banner image…
SkillBFreshness: BClaude Code +9 - 0.529score
aot-release-lifecycle
Art-of-Technology
Enforce the trunk-based release lifecycle across environments.
SkillBFreshness: BClaude Code +9 - 0.529score
aot-nextjs-server-first
Art-of-Technology
Audit and refactor a Next.js app so data fetching happens on the server, backend credentials never reach the browser, and client-side fetch waterfalls stop…
SkillBFreshness: BClaude Code +9 - 0.524score
aot-ship-loop
Art-of-Technology
Ship a code change through the complete Art of Technology quality loop: committed feature branch, no-mistakes validation, lint and tests, pull request…
SkillBFreshness: BClaude Code +9 - 0.524score
aot-pr-loop
Art-of-Technology
Address Octopus Review feedback on a GitHub pull request in a tight loop until the PR earns a 4+/5 quality score.
SkillBFreshness: BClaude Code +9 - 0.524score
aot-brief
Art-of-Technology
Shape agent replies for ADHD-friendly scanning and fewer output tokens.
SkillBFreshness: BClaude Code +9 - 0.516score
aot-rundown
Art-of-Technology
Give a concise whole-project status rundown from the current repository and GitHub state.
SkillBFreshness: BClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Aug 31, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Art-of-Technology/skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Art-of-Technology
- 0.529score
aot-nextjs-server-first
Art-of-Technology
Audit and refactor a Next.js app so data fetching happens on the server, backend credentials never reach the browser, and client-side fetch waterfalls stop…
SkillBFreshness: BClaude Code +9 - 0.529score
aot-release-lifecycle
Art-of-Technology
Enforce the trunk-based release lifecycle across environments.
SkillBFreshness: BClaude Code +9 - 0.529score
aot-ci-workflows
Art-of-Technology
Cut wasted GitHub Actions runs in a repo and migrate it onto Art of Technology's shared reusable workflows (node-ci, dotnet-ci, docker-build, release), in two…
SkillBFreshness: BClaude Code +9 - 0.529score
aot-design-review
Art-of-Technology
Review a web UI against visual design, interaction, and accessibility principles, then produce a prioritized findings report with concrete code fixes.
SkillBFreshness: BClaude Code +9 - 0.529score
aot-ci-cd-optimization
Art-of-Technology
Measure and improve GitHub Actions CI/CD speed through independent parallel checks, cancellation of superseded runs, efficient secret scanning, caching and…
SkillBFreshness: BClaude Code +9 - 0.529score
aot-security-audit
Art-of-Technology
Run a security audit on a TypeScript/Node.js or C#/ASP.NET Core codebase and produce a prioritized findings report with concrete fixes.
SkillBFreshness: BClaude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get actionable-output running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
actionable-output skill. Agent Mart. https://agentmart.dev/skills/art-of-technology-actionable-output (last updated 2026-10-24)