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Diátaxis-driven documentation for AI coding agents: write, improve, or audit tutorials, how-tos, reference, explanation, and developer docs (README, CONTRIBUTING, ADRs). Detects the docs stack; gates on the outline before writing prose; verifies every claim against the code befor
Diátaxis-driven documentation for AI coding agents: write, improve, or audit tutorials, how-tos, reference, explanation, and developer docs (README, CONTRIBUTING, ADRs). Detects the docs stack; gates on the outline before writing prose; verifies every claim against the code before it ships. Triggers on "absolute docs", "write docs", "write a tutorial", "write a README", "document this", "improve this doc", "audit our docs".
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Start your first response with the 📚 emoji.
Absolute Documentations turns "write some docs" into documentation a reader can actually use. Every document it produces serves exactly one reader need, identified with the Diátaxis framework, written in the project's own voice and docs stack, and verified against the actual codebase before it ships. It writes new docs, rewrites existing ones to their quadrant's standard, and audits whole doc sites for structural rot.
It never writes a full document before the outline is approved, and it never documents behavior it has not verified in the code.
Every piece of documentation answers exactly one kind of reader need. Classify before writing — a page that mixes quadrants serves nobody.
| Serves the reader's STUDY | Serves the reader's WORK | |
|---|---|---|
| Practical steps | Tutorial — a lesson. Guides a newcomer through a guaranteed-success experience. | How-to guide — a recipe. Helps a competent user accomplish a specific goal. |
| Theoretical knowledge | Explanation — a discussion. Deepens understanding of a topic, gives context and reasons. | Reference — a dictionary. States facts about the machinery, completely and neutrally. |
To classify, ask two questions:
| Reader situation | Quadrant |
|---|---|
| "I'm new, show me what this is like" | Tutorial |
| "I know the basics, I need to get X done" | How-to guide |
| "What exactly does this option/endpoint/flag do?" | Reference |
| "Why does it work this way? What's the bigger picture?" | Explanation |
The cardinal sin is mixing. A tutorial that stops to explain architecture loses the learner. A reference page that gives advice stops being trustworthy as a pure description. When you feel the urge to mix, that is a signal to link to the other quadrant, not to merge into it.
Detect the mode from the request:
| User says | Mode |
|---|---|
| "write a tutorial / guide / README / docs for X", "document this feature" | WRITE |
| "improve / rewrite / clean up this doc", "this README is bad" | IMPROVE |
| "audit our docs", "our docs are a mess", "restructure the documentation" | AUDIT |
Before asking the user anything, learn everything the repo can teach:
references/docs-stacks.md if writing site pages.Four things must be pinned down before any outline. Answer them from recon where
possible; ask the user only what the repo cannot answer, one question at a
time (use AskUserQuestion where available), always with a recommended answer:
Propose, before writing any prose:
STOP and wait for explicit approval. Do not write the document until the user confirms the outline. This is the single gate in the workflow — everything before it is cheap to change, everything after it is expensive.
references/ (load the matching file).references/style-and-voice.md.references/docs-stacks.md);
plain Markdown when no stack is detected.Score the draft against the rubric below. Fix anything scoring under 4 before presenting. Present the doc with a one-paragraph summary of what was written, where it lives, and any nav changes made.
For "fix this README" / "improve this page":
For "our docs are a mess" / "audit the documentation":
page → current state → quadrant → action (keep / rewrite / split / merge / move / delete), ordered by reader impact.The audit deliverable is the report and map. Executing it is a follow-up the user approves explicitly.
Read cached config first: if .absolute.config.json or ~/.absolute/config.json exists
(from /absolute init), resolve the effective config (project file → global
projects["<cwd>"] → global defaults) and use conventions.docs.stack + conventions.docs.dir
— skip the marker-file scan and write pages under docs.dir. With no config (or no docs
block), soft-suggest init and detect by checking for marker files in this order; first match wins:
| Marker | Stack | Content format |
|---|---|---|
source.config.ts / fumadocs-* in package.json | Fumadocs | MDX + fumadocs-ui components |
docusaurus.config.* | Docusaurus | MDX + admonitions (:::note) |
astro.config.* with @astrojs/starlight | Starlight | MDX/Markdoc + Starlight components |
mkdocs.yml | MkDocs (often Material) | Markdown + admonitions (!!! note) |
.vitepress/config.* | VitePress | Markdown + containers (::: tip) |
mint.json / docs.json (Mintlify) | Mintlify | MDX + Mintlify components |
| none of the above | Plain Markdown | GitHub-flavored Markdown, no components |
Per-stack frontmatter, component vocabulary, nav registration, and
quadrant-to-component mapping live in references/docs-stacks.md — load it
whenever writing pages for a detected stack. Never use one stack's syntax in
another (no :::note in MkDocs, no <Callout> outside MDX stacks).
Full playbooks with templates live in references/. The non-negotiables:
| Quadrant | Must | Must not |
|---|---|---|
| Tutorial | Work first try, every time; concrete single path; visible result at every step; first person plural ("we") | Offer choices, explain theory in-line, assume unstated setup, branch |
| How-to | Start from a real task; assume competence; state prerequisites; show the steps and only the steps | Teach basics, explain why at length, cover every edge case inline |
| Reference | Be complete, accurate, and neutral; mirror the code's structure; state defaults, types, constraints | Give advice, tell stories, omit "obvious" entries, drift from the code |
| Explanation | Give context, reasons, trade-offs, history; admit alternatives; connect concepts | Contain instructions, pretend to be the only valid view, duplicate reference facts |
| Developer doc | Quadrant blend | Playbook |
|---|---|---|
| README | Landing page: pitch + quickstart (mini-tutorial) + links out | references/developer-docs.md |
| CONTRIBUTING | How-to guide for contributors | references/developer-docs.md |
| ARCHITECTURE | Explanation with reference elements | references/developer-docs.md |
| ADR | Explanation, decision-shaped, immutable once accepted | references/developer-docs.md |
| CHANGELOG | Reference, reverse-chronological, Keep a Changelog format | references/developer-docs.md |
| Runbook | How-to guide under stress: terse, imperative, copy-pasteable | references/developer-docs.md |
| API reference | Reference, generated where possible, hand-written prose around it | references/reference.md |
Documentation that lies is worse than no documentation. For every draft:
--dry-run and --dryrun are
different products.The full guide is references/style-and-voice.md. The rules that are never waived:
name: absolute-docs version: 0.5.0 description: > Diátaxis-driven documentation for AI coding agents: write, improve, or audit tutorials, how-tos, reference, explanation, and developer docs (README, CONTRIBUTING, ADRs). Detects the docs stack; gates on the outline before writing prose; verifies every claim against the code before it ships. Triggers on "absolute docs", "write docs", "write a tutorial", "write a README", "document this", "improve this doc", "audit our docs". category: workflow tags: - workflow - documentation - diataxis - readme - tutorials - reference platforms: - claude-code - gemini-cli - openai-codex - mcp user-invocable: true argument-hint: "[target]" license: MIT maintainers: - github: maddhruv
---
name: absolute-docs
version: 0.5.0
description: >
Diátaxis-driven documentation for AI coding agents: write, improve, or audit
tutorials, how-tos, reference, explanation, and developer docs (README,
CONTRIBUTING, ADRs). Detects the docs stack; gates on the outline before
writing prose; verifies every claim against the code before it ships.
Triggers on "absolute docs", "write docs", "write a tutorial", "write a README",
"document this", "improve this doc", "audit our docs".
category: workflow
tags:
- workflow
- documentation
- diataxis
- readme
- tutorials
- reference
platforms:
- claude-code
- gemini-cli
- openai-codex
- mcp
user-invocable: true
argument-hint: "[target]"
license: MIT
maintainers:
- github: maddhruv
---
> Start your first response with the 📚 emoji.
## Absolute Documentations: Diátaxis-Driven Documentation
Absolute Documentations turns "write some docs" into documentation a reader can
actually use. Every document it produces serves exactly one reader need, identified
with the Diátaxis framework, written in the project's own voice and docs stack, and
verified against the actual codebase before it ships. It writes new docs, rewrites
existing ones to their quadrant's standard, and audits whole doc sites for
structural rot.
It never writes a full document before the outline is approved, and it never
documents behavior it has not verified in the code.
---
## The Diátaxis Compass
Every piece of documentation answers exactly one kind of reader need. Classify
before writing — a page that mixes quadrants serves nobody.
| | **Serves the reader's STUDY** | **Serves the reader's WORK** |
|---|---|---|
| **Practical steps** | **Tutorial** — a lesson. Guides a newcomer through a guaranteed-success experience. | **How-to guide** — a recipe. Helps a competent user accomplish a specific goal. |
| **Theoretical knowledge** | **Explanation** — a discussion. Deepens understanding of a topic, gives context and reasons. | **Reference** — a dictionary. States facts about the machinery, completely and neutrally. |
To classify, ask two questions:
1. **Is the reader studying (acquiring skill) or working (applying skill)?**
2. **Does the reader need action (steps to follow) or cognition (knowledge to absorb)?**
| Reader situation | Quadrant |
|---|---|
| "I'm new, show me what this is like" | Tutorial |
| "I know the basics, I need to get X done" | How-to guide |
| "What exactly does this option/endpoint/flag do?" | Reference |
| "Why does it work this way? What's the bigger picture?" | Explanation |
**The cardinal sin is mixing.** A tutorial that stops to explain architecture loses
the learner. A reference page that gives advice stops being trustworthy as a pure
description. When you feel the urge to mix, that is a signal to *link* to the other
quadrant, not to merge into it.
---
## Modes
Detect the mode from the request:
| User says | Mode |
|---|---|
| "write a tutorial / guide / README / docs for X", "document this feature" | **WRITE** |
| "improve / rewrite / clean up this doc", "this README is bad" | **IMPROVE** |
| "audit our docs", "our docs are a mess", "restructure the documentation" | **AUDIT** |
---
## WRITE Mode
### Step 1 — Recon (codebase first, questions second)
Before asking the user anything, learn everything the repo can teach:
- **Detect the docs stack** (see Stack Detection below) and load
`references/docs-stacks.md` if writing site pages.
- **Read existing docs** — tone, terminology, heading style, frontmatter schema,
sidebar/nav structure, where each quadrant lives.
- **Read the code being documented** — public API surface, actual option names,
actual defaults, actual error messages. The code is the source of truth, not
your memory of similar tools.
- **Check project metadata** — package.json/pyproject/go.mod for the real name,
version, install command, supported runtimes.
### Step 2 — Intake
Four things must be pinned down before any outline. Answer them from recon where
possible; ask the user **only** what the repo cannot answer, one question at a
time (use `AskUserQuestion` where available), always with a recommended answer:
1. **Document type** — which Diátaxis quadrant (or which developer-doc form).
2. **Target audience** — novice end user? experienced operator? contributor?
What can you assume they already know?
3. **Reader's goal** — what will the reader be able to do after reading?
4. **Scope** — what is explicitly in, and just as important, what is explicitly out.
### Step 3 — Outline gate (hard gate)
Propose, before writing any prose:
- the file path(s) the doc will live at, matching the stack's routing conventions
- a heading-level outline with one line per section describing its content
- the quadrant each page serves (multi-page requests get one quadrant per page)
- any sidebar/nav changes needed
**STOP and wait for explicit approval.** Do not write the document until the user
confirms the outline. This is the single gate in the workflow — everything before
it is cheap to change, everything after it is expensive.
### Step 4 — Write
- Follow the per-quadrant playbook in `references/` (load the matching file).
- Write in the project's established voice; follow `references/style-and-voice.md`.
- Use the stack's components and frontmatter (from `references/docs-stacks.md`);
plain Markdown when no stack is detected.
- Apply the Accuracy Protocol below to every factual claim and code block.
### Step 5 — Self-review
Score the draft against the rubric below. Fix anything scoring under 4 before
presenting. Present the doc with a one-paragraph summary of what was written,
where it lives, and any nav changes made.
---
## IMPROVE Mode
For "fix this README" / "improve this page":
1. **Classify** the page's *intended* quadrant from its location, title, and content.
If it serves two masters, say so — that is usually the root problem.
2. **Diff against the quadrant's standard** (load its reference playbook). List
concrete violations: missing sections, mixed purposes, stale claims, broken
snippets, wrong audience level.
3. **Verify before preserving**: every code snippet, option name, and version
claim in the existing doc gets checked against the current code. Stale facts
are the most common defect in old docs.
4. **Rewrite** preserving everything accurate and project-specific. Do not bleach
the project's voice into generic doc-speak.
5. Single-page improvements need no gate. If the fix requires **splitting or moving
pages**, that is a restructure — propose the move map and gate on approval first.
---
## AUDIT Mode
For "our docs are a mess" / "audit the documentation":
1. **Inventory** — list every docs page (site pages, README, docs/ folder) with
path and title.
2. **Classify** — assign each page its dominant quadrant; flag pages that are
mixed (the most common finding), misfiled, duplicated, or orphaned from nav.
3. **Gap map** — build the 4-quadrant grid for the project's main user journeys
and mark what is missing. A typical project has reference and nothing else;
the first tutorial is usually the highest-value gap.
4. **Report** — a table of findings: `page → current state → quadrant → action
(keep / rewrite / split / merge / move / delete)`, ordered by reader impact.
5. **Gate** — restructuring moves files and breaks links. Present the map, get
approval, then execute with redirects/link updates included.
The audit deliverable is the report and map. Executing it is a follow-up the user
approves explicitly.
---
## Stack Detection
Read cached config first: if `.absolute.config.json` or `~/.absolute/config.json` exists
(from `/absolute init`), resolve the effective config (project file → global
`projects["<cwd>"]` → global `defaults`) and use `conventions.docs.stack` + `conventions.docs.dir`
— skip the marker-file scan and write pages under `docs.dir`. With no config (or no `docs`
block), soft-suggest `init` and detect by checking for marker files in this order; first match wins:
| Marker | Stack | Content format |
|---|---|---|
| `source.config.ts` / `fumadocs-*` in package.json | Fumadocs | MDX + fumadocs-ui components |
| `docusaurus.config.*` | Docusaurus | MDX + admonitions (`:::note`) |
| `astro.config.*` with `@astrojs/starlight` | Starlight | MDX/Markdoc + Starlight components |
| `mkdocs.yml` | MkDocs (often Material) | Markdown + admonitions (`!!! note`) |
| `.vitepress/config.*` | VitePress | Markdown + containers (`::: tip`) |
| `mint.json` / `docs.json` (Mintlify) | Mintlify | MDX + Mintlify components |
| none of the above | Plain Markdown | GitHub-flavored Markdown, no components |
Per-stack frontmatter, component vocabulary, nav registration, and
quadrant-to-component mapping live in `references/docs-stacks.md` — load it
whenever writing pages for a detected stack. Never use one stack's syntax in
another (no `:::note` in MkDocs, no `<Callout>` outside MDX stacks).
---
## Quadrant Rules at a Glance
Full playbooks with templates live in `references/`. The non-negotiables:
| Quadrant | Must | Must not |
|---|---|---|
| **Tutorial** | Work first try, every time; concrete single path; visible result at every step; first person plural ("we") | Offer choices, explain theory in-line, assume unstated setup, branch |
| **How-to** | Start from a real task; assume competence; state prerequisites; show the steps and only the steps | Teach basics, explain why at length, cover every edge case inline |
| **Reference** | Be complete, accurate, and neutral; mirror the code's structure; state defaults, types, constraints | Give advice, tell stories, omit "obvious" entries, drift from the code |
| **Explanation** | Give context, reasons, trade-offs, history; admit alternatives; connect concepts | Contain instructions, pretend to be the only valid view, duplicate reference facts |
| Developer doc | Quadrant blend | Playbook |
|---|---|---|
| README | Landing page: pitch + quickstart (mini-tutorial) + links out | `references/developer-docs.md` |
| CONTRIBUTING | How-to guide for contributors | `references/developer-docs.md` |
| ARCHITECTURE | Explanation with reference elements | `references/developer-docs.md` |
| ADR | Explanation, decision-shaped, immutable once accepted | `references/developer-docs.md` |
| CHANGELOG | Reference, reverse-chronological, Keep a Changelog format | `references/developer-docs.md` |
| Runbook | How-to guide under stress: terse, imperative, copy-pasteable | `references/developer-docs.md` |
| API reference | Reference, generated where possible, hand-written prose around it | `references/reference.md` |
---
## Accuracy Protocol
Documentation that lies is worse than no documentation. For every draft:
1. **Code snippets come from the codebase**, not from memory. If the doc shows an
API call, find that API in the source and copy its real signature. If a snippet
is runnable in this environment, run it.
2. **Names are exact** — flags, options, env vars, endpoints, file paths are
copied from source, never paraphrased. `--dry-run` and `--dryrun` are
different products.
3. **Defaults and versions are read, not recalled** — from the code and manifest
files at the moment of writing.
4. **Never document what does not exist.** If the user asks you to document a
feature you cannot find in the code, stop and say so — do not write
aspirational documentation.
5. **Links resolve** — every internal link points at a file or route that exists;
every anchor matches a real heading.
6. **Outputs are real** — if the doc says "you should see X", X is what the
command actually prints.
---
## Style Core
The full guide is `references/style-and-voice.md`. The rules that are never waived:
1. One idea per sentence. One purpose per paragraph. One quadrant per page.
2. Address the reader as "you" (tutorials may use "we" for shared journey).
3. Imperative mood for instructions: "Run the build", noSkill source recorded
Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.
Review before install: Avoid automatic install
Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.
Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.
Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.
Version reported in registry metadata; check source releases before relying on it.
Quality
64/100
Promising
Trust
63/100
Sandbox only
Audit
74/100
Needs review
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
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"Stars/forks activity: 211 stars, 30 forks; issue activity unavailable in current metadata",
"Dependency/runtime risk: command execution surface, credential or environment access",
"Permission surface: secrets or environment access, shell or command execution"
]
},
"agent_proven": {
"version": "agent-proven-v1",
"score": 0,
"tier": "unproven",
"label": "Needs first agent run",
"summary": "No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.",
"metrics": {
"totalOutcomes": 0,
"successfulOutcomes": 0,
"failedOutcomes": 0,
"installAttempts": 0,
"installSuccessRate": null,
"successRate": null,
"recentSuccessRate": null,
"recentFailureRate": null,
"riskBlocked": 0,
"setupRequired": 0,
"notRelevant": 0,
"avgOutputQuality": null,
"avgTimeToUsefulMs": null,
"productionOutcomes": 0,
"humanReviewRequired": 0,
"uniqueAgents": 0,
"lastOutcomeAt": null
},
"signals": [],
"penalties": [
"No real agent outcome evidence yet"
]
},
"audit": {
"score": 74,
"risk_level": "needs_review",
"risk_label": "Needs review",
"warnings": [
"Dependency or permission surface needs review",
"Permission surface may require sandboxing",
"Financial research output is not financial advice; require human review before any live investment decision",
"Financial research output is not financial advice; require human review before any live investment decision.",
"Quality score needs review",
"Permission surface needs review: secrets or environment access, shell or command execution",
"Stars/forks activity: 211 stars, 30 forks; issue activity unavailable in current metadata",
"Dependency/runtime risk: command execution surface, credential or environment access"
]
},
"safety_gate": {
"tier": "blocked",
"label": "Blocked for auto-install",
"auto_install_policy": "block",
"auto_install_allowed": false,
"human_review_required": true,
"blocked": true,
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first."
},
"quality": {
"score": 64,
"label": "Promising"
},
"supply": {
"track": "Research and knowledge work",
"scenario": "Document processing",
"maintenance": "2mo since push",
"risk": "Needs review"
},
"alternative_skills": [
{
"slug": "maddhruv-absolute-ui",
"name": "absolute-ui",
"url": "https://www.openagentskill.com/skills/maddhruv-absolute-ui",
"stars": 211,
"install_command": "npx skills add maddhruv/absolute --skill absolute-ui",
"trust_score": 72,
"audit_score": 75
},
{
"slug": "maddhruv-absolute-work",
"name": "absolute-work",
"url": "https://www.openagentskill.com/skills/maddhruv-absolute-work",
"stars": 211,
"install_command": "npx skills add maddhruv/absolute --skill absolute-work",
"trust_score": 68,
"audit_score": 73
},
{
"slug": "maddhruv-absolute-simplify",
"name": "absolute-simplify",
"url": "https://www.openagentskill.com/skills/maddhruv-absolute-simplify",
"stars": 211,
"install_command": "npx skills add maddhruv/absolute --skill absolute-simplify",
"trust_score": 74,
"audit_score": 76
}
],
"do_not_use_when": [
"teams that need a vendor-supported SLA",
"high-compliance environments without internal security review",
"No OpenAgentSkill engagement data yet",
"High-risk permission hints: Shell or command execution, Secrets or environment access",
"Dependency or permission surface needs review",
"Permission surface may require sandboxing",
"Financial research output is not financial advice; require human review before any live investment decision",
"Financial research output is not financial advice; require human review before any live investment decision."
],
"agent_contract": {
"task_input": "Use absolute-docs in an agent workflow",
"recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
"install_policy": "block",
"minimum_review_before_use": [
"Trust: 71/100 Manual review",
"Audit: 74/100 Needs review",
"Safety: 26/100 Avoid automatic install",
"Review repository, license, install command, and permission surface before production use."
],
"expected_agent_output": {
"selected_skill": "maddhruv-absolute-docs (absolute-docs)",
"install_command": "npx skills add maddhruv/absolute --skill absolute-docs",
"risk_summary": "Needs review; Blocked for auto-install; Review before production",
"verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
}
},
"outcome_feedback": {
"endpoint": "https://www.openagentskill.com/api/agent/outcome",
"method": "POST",
"requires_resolve_event_id": true,
"event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
"expected_outcomes": [
"success",
"failed",
"not_relevant",
"blocked_by_risk",
"setup_required"
],
"payload_template": {
"event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
"skill_slug": "maddhruv-absolute-docs",
"task": "Use absolute-docs in an agent workflow",
"agent": "codex",
"outcome": "success",
"install_used": true,
"risk_blocked": false,
"setup_required": false,
"task_success": true,
"output_quality": 4,
"error_type": null,
"human_review_required": false,
"workspace": "sandbox",
"time_to_useful_ms": 120000,
"notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
}
},
"endpoints": {
"web": "https://www.openagentskill.com/skills/maddhruv-absolute-docs",
"api": "https://www.openagentskill.com/api/agent/skills/maddhruv-absolute-docs",
"audit": "https://www.openagentskill.com/skills/maddhruv-absolute-docs/audit",
"eval": "https://www.openagentskill.com/api/agent/evals?slug=maddhruv-absolute-docs&task=Use%20absolute-docs%20in%20an%20agent%20workflow&max_risk=medium",
"resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20absolute-docs%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
"receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20absolute-docs%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
"install": "https://www.openagentskill.com/api/skills/maddhruv-absolute-docs/install",
"manifest": "https://www.openagentskill.com/api/registry/manifest/maddhruv-absolute-docs"
}
}Listing source
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