HADS Claude Skill
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Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or optimizing documentation for token-efficient AI consumption.
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Frontmatter — 2 properties
| name | hads |
|---|---|
| description | Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or optimizing documentation for token-efficient AI consumption. |
| 1 | --- |
| 2 | name: hads |
| 3 | description: Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or optimizing documentation for token-efficient AI consumption. |
| 4 | ---A5 — No allowed-tools declared — no way to tell what this skill may touch |
| 5 | |
| 6 | # HADS Claude Skill |
| 7 | **Version 1.0.0** · Human-AI Document Standard · 2026 · HADS 1.0.0 |
| 8 | |
| 9 | --- |
| 10 | |
| 11 | ## AI READING INSTRUCTION |
| 12 | |
| 13 | This skill teaches Claude how to read, generate, and validate HADS documents. |
| 14 | Read all `[SPEC]` blocks before responding to any HADS-related request. |
| 15 | Read `[NOTE]` blocks if you need context on intent or edge cases. |
| 16 | |
| 17 | --- |
| 18 | |
| 19 | ## 1. WHAT IS HADS |
| 20 | |
| 21 | **[SPEC]** |
| 22 | - HADS = Human-AI Document Standard |
| 23 | - Convention for Markdown technical documentation |
| 24 | - Four block types: `**[SPEC]**`, `**[NOTE]**`, `**[BUG]**`, `**[?]**` |
| 25 | - Every HADS document requires: H1 title, version declaration, AI manifest |
| 26 | - AI manifest appears before first content section, tells AI what to read/skip |
| 27 | - File extension: `.md` — standard Markdown, no tooling required |
| 28 | |
| 29 | --- |
| 30 | |
| 31 | ## 2. BLOCK TYPES |
| 32 | |
| 33 | **[SPEC]** |
| 34 | ``` |
| 35 | **[SPEC]** Authoritative fact. Terse. Bullet lists, tables, code. AI reads always. |
| 36 | **[NOTE]** Human context, history, examples. AI may skip. |
| 37 | **[BUG]** Verified failure + fix. Required fields: symptom, cause, fix. Always read. |
| 38 | **[?]** Unverified / inferred. Lower confidence. Always flagged. |
| 39 | ``` |
| 40 | |
| 41 | Block tag rules: |
| 42 | - Bold, on its own line: `**[SPEC]**` |
| 43 | - Content follows immediately (no blank line between tag and content) |
| 44 | - Multiple blocks of different types allowed per section |
| 45 | - Titled BUG blocks allowed: `**[BUG] Short description**` |
| 46 | - No nesting of blocks inside blocks |
| 47 | |
| 48 | --- |
| 49 | |
| 50 | ## 3. REQUIRED DOCUMENT STRUCTURE |
| 51 | |
| 52 | **[SPEC]** |
| 53 | ```markdown |
| 54 | # Document Title |
| 55 | **Version X.Y.Z** · Author · Date · [metadata] |
| 56 | |
| 57 | --- |
| 58 | |
| 59 | ## AI READING INSTRUCTION |
| 60 | |
| 61 | Read `[SPEC]` and `[BUG]` blocks for authoritative facts. |
| 62 | Read `[NOTE]` only if additional context is needed. |
| 63 | `[?]` blocks are unverified — treat with lower confidence. |
| 64 | |
| 65 | --- |
| 66 | |
| 67 | ## 1. First Section |
| 68 | |
| 69 | **[SPEC]** |
| 70 | ... |
| 71 | ``` |
| 72 | |
| 73 | Required elements in order: |
| 74 | 1. H1 title |
| 75 | 2. `**Version X.Y.Z**` in header (first 20 lines) |
| 76 | 3. AI manifest section before first content section |
| 77 | 4. Content sections (H2), subsections (H3) |
| 78 | |
| 79 | --- |
| 80 | |
| 81 | ## 4. HOW CLAUDE READS HADS |
| 82 | |
| 83 | **[SPEC]** |
| 84 | When encountering a HADS document: |
| 85 | 1. Find and read the AI manifest first |
| 86 | 2. Read all `[SPEC]` blocks — these are ground truth |
| 87 | 3. Read all `[BUG]` blocks — always, before generating any code or config |
| 88 | 4. Read `[NOTE]` blocks only if `[SPEC]` is insufficient to answer the query |
| 89 | 5. Treat `[?]` content as hypothesis — note uncertainty in response |
| 90 | |
| 91 | Token optimization: for large documents, scan section headings first, then read only `[SPEC]` and `[BUG]` blocks in relevant sections. |
| 92 | |
| 93 | --- |
| 94 | |
| 95 | ## 5. HOW CLAUDE GENERATES HADS |
| 96 | |
| 97 | **[SPEC]** |
| 98 | When asked to write documentation in HADS format: |
| 99 | |
| 100 | 1. Start with header block (title, version, metadata) |
| 101 | 2. Add AI manifest — always include, never skip |
| 102 | 3. Organize content into numbered H2 sections |
| 103 | 4. For each fact: write as `[SPEC]` — terse, bullet or table or code |
| 104 | 5. For each "why" or context: write as `[NOTE]` |
| 105 | 6. For each known failure mode with confirmed fix: write as `[BUG]` |
| 106 | 7. For each unverified claim: write as `[?]` |
| 107 | 8. End with changelog section |
| 108 | |
| 109 | Content rules for `[SPEC]`: |
| 110 | - Prefer bullet lists over prose |
| 111 | - Prefer tables for multi-field facts |
| 112 | - Prefer code blocks for syntax, formats, examples |
| 113 | - Maximum 2 sentences of prose — if more needed, move to `[NOTE]` |
| 114 | |
| 115 | Content rules for `[BUG]`: |
| 116 | - Always include: symptom, cause, fix |
| 117 | - Optional: affected versions, workaround |
| 118 | - Title on same line: `**[BUG] Short description**` |
| 119 | |
| 120 | **[NOTE]** |
| 121 | When converting existing documentation to HADS: extract facts into `[SPEC]`, move narrative and history to `[NOTE]`, surface all known issues as `[BUG]`. Do not duplicate content between block types. |
| 122 | |
| 123 | --- |
| 124 | |
| 125 | ## 6. VALIDATION RULES |
| 126 | |
| 127 | **[SPEC]** |
| 128 | A valid HADS document must have: |
| 129 | - H1 title |
| 130 | - `**Version X.Y.Z**` in first 20 lines |
| 131 | - AI manifest before first content section |
| 132 | - All block tags bold: `**[SPEC]**` not `[SPEC]` not *[SPEC]* |
| 133 | - `[BUG]` blocks contain at minimum symptom + fix |
| 134 | |
| 135 | Validator: *(planned — not yet included in this release)* |
| 136 | |
| 137 | --- |
| 138 | |
| 139 | ## 7. EXAMPLE INTERACTIONS |
| 140 | |
| 141 | **[SPEC]** |
| 142 | |
| 143 | User: *"Write HADS documentation for this REST API"* |
| 144 | → Generate full HADS document: header, manifest, sections with [SPEC]/[NOTE]/[BUG] blocks |
| 145 | |
| 146 | User: *"Convert this README to HADS format"* |
| 147 | → Restructure existing content into HADS blocks, preserve all facts, add manifest |
| 148 | |
| 149 | User: *"Is this document valid HADS?"* |
| 150 | → Check: H1 title, version, manifest, block tag formatting, BUG block completeness |
| 151 | |
| 152 | User: *"Summarize this HADS document"* |
| 153 | → Read only [SPEC] and [BUG] blocks, return structured summary |
| 154 | |
| 155 | User: *"What does this API do?"* (HADS doc provided) |
| 156 | → Read manifest, read [SPEC] blocks in relevant sections, answer directly |
| 157 | |
| 158 | --- |
| 159 | |
| 160 | ## 8. DESIGN INTENT |
| 161 | |
| 162 | **[NOTE]** |
| 163 | HADS exists because AI models increasingly read documentation before humans do. The format optimizes for this reality without sacrificing human readability. |
| 164 | |
| 165 | Key insight: the AI manifest is the core innovation. It lets even small (7B) models know what to read and what to skip — without requiring them to reason about document structure. Explicit is better than implicit for model consumption. |
| 166 | |
| 167 | When generating HADS, think of `[SPEC]` as the API surface and `[NOTE]` as the comments. `[BUG]` blocks are the most valuable content — they represent hard-won knowledge that saves others from hitting the same wall. |
| 168 | |
| 169 | --- |
| 170 | |
| 171 | ## 9. QUICK REFERENCE |
| 172 | |
| 173 | **[SPEC]** |
| 174 | ``` |
| 175 | Tag | Bold format | Reader | Required content |
| 176 | ----------|----------------|---------|------------------ |
| 177 | [SPEC] | **[SPEC]** | AI | Facts, terse |
| 178 | [NOTE] | **[NOTE]** | Human | Context, narrative |
| 179 | [BUG] | **[BUG] ...** | Both | Symptom + fix |
| 180 | [?] | **[?]** | Both | Unverified claims |
| 181 | ``` |
| 182 | |
| 183 | Manifest minimum: |
| 184 | ```markdown |
| 185 | ## AI READING INSTRUCTION |
| 186 | Read `[SPEC]` and `[BUG]` blocks for authoritative facts. |
| 187 | Read `[NOTE]` only if additional context is needed. |
| 188 | `[?]` blocks are unverified. |
| 189 | ``` |
| 190 |
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