Executing Hard Tasks Agent Skill

Use when a task spans multiple steps, files, or unknowns — before planning the order of work, whenever about to report completion or…

Context cost
5.5k tokensestimated from the bundle, loaded when it triggers
Bundle
4 files · 22.2 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Use when a task spans multiple steps, files, or unknowns — before planning the order of work, whenever about to report completion or success in any wording, and when picking the next action after a result, failure, or surprise. Also under deadline pressure, or when resuming work built on questionable foundations.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

productivity

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md7.0 kB · preview
--- name: executing-hard-tasks ---
6# Executing Hard Tasks
7
8## Overview
9
10Core principle: **a plan is a hypothesis; a checkpoint is its test.** Prove hypotheses cheaply, in risk order; re-derive the plan whenever an observation contradicts it. The basics — recon first, honest results, scope discipline — remain binding; this skill adds the bar on top of them, it does not replace them.
11
12The skill shapes behavior, not prose: users get plain engineering language — no skill vocabulary ("unspiked", "buckets"), no announcements of compliance.
13
14## Decomposing
15
16Contract for every plan:
17
181. **Done, as an observation the user would accept.** "Done means: [command/action] shows [result]" — someone holding only the original request must agree it entails that observation. Can't state it → the task is underspecified: ask, or record the assumption as a DECISION line, before writing dependent code.
192. **State the budget, then thread it.** Put the budget (wall-clock or steps) in the plan header. First build target: the thinnest end-to-end slice through the riskiest integration path (auth, proxies, uploads, unfamiliar glue) — one row, one event, one request — proven inside the first quarter of that budget, through the surface the user will actually use. Layer the rest onto the proven thread. Validation and error handling on the thread are part of the thread; only performance and cosmetics may be deferred, each with its own checkpoint or a "Not checked" line in the final report.
203. **Checkpoint every subtask, fixed at plan time.** A checkpoint is a command whose output you will paste, or an externally observable result (HTTP response, rendered output, screenshot). Self-review of your own edits never qualifies. More than two subtasks without an executed checkpoint = an end-loaded plan, whatever its phases are called. Weakening or replacing a checkpoint after it fails is itself a red checkpoint — report it as a plan change.
214. **Spike before you build on a recommendation.** Prove an architecture's critical integration point with the cheapest end-to-end experiment before implementing it as the chosen path — whether or not anyone is asked to approve it. An unproven option may be described, but the description must name exactly what is unproven and the rework cost if it fails.
225. **DECISION lines for load-bearing choices.** A choice that changes what data exists or what users observe (skip vs update duplicates; suppress-at-write vs suppress-at-read) appears in the user-facing plan as "DECISION: X over Y because Z". If it destroys or transforms persisted data, it gates on the user like any irreversible action.
23
24## Verifying
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,121 words
Files4
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈90
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
5,460
on trigger
The instruction body and 3 supporting files, read only when the skill fires.
2.8%
of a 200k window
Ten skills this size would take about 28% of the window before you open a file.
050k100k150k200k context window

5.5k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

4 files, 22.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md7.0 kB
  • LICENSE1.1 kB
  • README.md4.3 kB
  • assets/flowchart.svg9.8 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 4 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Executing Hard Tasks · 5.5k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/executing-hard-tasks/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/executing-hard-tasks" ] && { [ ! -e .claude/skills/executing-hard-tasks ] || { mv .claude/skills/executing-hard-tasks "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/executing-hard-tasks" .claude/skills/ && echo "Installed .claude/skills/executing-hard-tasks"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add wsbm393/executing-hard-tasks

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/executing-hard-tasks/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/executing-hard-tasks/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/executing-hard-tasks" ] && { [ ! -e ~/.claude/skills/executing-hard-tasks ] || { mv ~/.claude/skills/executing-hard-tasks "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/executing-hard-tasks" ~/.claude/skills/ && echo "Installed ~/.claude/skills/executing-hard-tasks" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/executing-hard-tasks/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencewsbm393/executing-hard-tasks

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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Who wrote it

WS
wsbm393

Publishes on mcprush.

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