thesis

thesis is a skill for Claude Code, Codex from jakkaj/tools. It costs 69 tokens per session (540 once invoked), scanned A, original, MIT.

A short alignment step that identifies the purpose, current state, intended outcome, and essential character of a piece of work. It is designed to clarify direction before planning, editing, coding, reviewing, or delegating.

In plain words
What is it for?
Use it to clarify what a request or existing artifact is meant to achieve, what must change, and what should remain intact.
Why use it?
It helps prevent work from drifting away from the user's intent or losing an important constraint or quality.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents.

Good fit Use it to clarify what a request or existing artifact is meant to achieve, what must change, and what should remain intact.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jakkaj/tools/thesis
View source ↗ jakkaj/tools
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add jakkaj/tools --skill thesis
Clone the repo
git clone --depth 1 https://github.com/jakkaj/tools

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for thesis

README.md
[![agentmods](https://agentmods.dev/badge/skills/jakkaj/tools/thesis/github.svg)](https://agentmods.dev/skills/jakkaj/tools/thesis)
Your own site
<a href="https://agentmods.dev/skills/jakkaj/tools/thesis"><img src="https://agentmods.dev/badge/skills/jakkaj/tools/thesis/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for thesis

Your own site · 80×15
<a href="https://agentmods.dev/skills/jakkaj/tools/thesis"><img src="https://agentmods.dev/badge/skills/jakkaj/tools/thesis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 69 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 540 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00069 $0.00540
Opus 5.5 $0.00028 $0.00216
Sonnet 5.5 $0.00014 $0.00108
Haiku 4.5 $0.00007 $0.00054

Measured 2mo ago against content hash 86e50e802a4b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

thesis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/SDD/thesis/SKILL.md · 65 lines

What it actually says

Thesis

Understand the work before doing the work. Flow-blind and read-only.

Modes

ask <request> — what the work should become.

thing <target> — what the existing thing is and serves.

fit <target> to <request> — where it is, where it must go, and what must survive.

No mode: ask only → ask; target only → thing; both → fit. Never infer from workflow position alone.

Method

  1. Read the ask or target and only its nearest authoritative context.
  2. Derive Thesis (purpose/promise), Now (position), Toward (outcome or next consumer), and Keep (vibe, invariant, tension, or anti-goal).
  3. Mark inference plainly; invent no missing intent.
  4. Keep only ideas that should steer more than one later decision.
  5. Stop before planning, critique, edits, or execution.

Output

Emit only the axes that apply (2–4 of them), each as its own paragraph separated by a blank line, one sentence each, the label in bold followed by an em dash:

**Thesis** — <governing idea and promise>

**Now** — <current position or starting truth>

**Toward** — <destination or consumer need>

**Keep** — <character, invariant, tension, or anti-goal>

Then a blank line and a blockquote synthesis — one paragraph of at most three sentences that ties the axes together and shows what "right" should feel like:

> **My read:** <synthesis>

Formatting adds air, not words. The blank lines, bold labels, and blockquote exist to make the same short read scannable — never to invite more content. Hold to 2–4 axis lines and a ≤3-sentence synthesis.

No heading, praise, recap, plan, checklist, critique, or work. Do not repeat the axes in prose. If ambiguity would materially change the read, ask one question instead of inventing. The output must stand alone when returned from a subagent.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 65 lines · 69 tokens per session scan A 86e50e802a4b

Subscribe to this mod's changes

thesis is a skill published in the GitHub repository jakkaj/tools (5 stars, last pushed 24d ago), licensed MIT. It adds 69 tokens to every session and 540 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

thesis compared with skills from other repositories

thesis next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
thesisjakkaj/toolsSkill524d agoMITA69Claude Code, Codex
imagegenopenai/codexSkill134ktodayApache-2.0A113Codex
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79kyesterdayMITA200Claude Code, Codex
playwright-climicrosoft/playwrightSkill100kyesterdayApache-2.0A19Claude Code
browser-automationopenclaw/openclawSkill394ktodayMITA36Claude Code
systematic-debuggingobra/superpowersSkill314k4d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code