PR Design Doc
OpenHands/OpenHands
For a non-trivial pull request, write a self-contained HTML design doc under the temporary .pr/ directory and link a visibility-appropriate preview in the PR description, so maintainers grasp the…
Turn the charter, decision log and unit records of a completed feature into documentation — user-facing guides or technical notes — without reading the implementation.
Install Agentic Doc Ingest
$ npx skills add PackmindHub/packmind --skill agentic-doc-ingest -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install PackmindHub/packmind agentic-doc-ingest --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/PackmindHub/packmind.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/agentic-doc-ingest .claude/skills/agentic-doc-ingest && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "agentic-doc-ingest" agent skill from https://github.com/PackmindHub/packmind/tree/main/.claude/skills/agentic-doc-ingest into .claude/skills/agentic-doc-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-doc-ingest", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/PackmindHub/packmind/tree/main/.claude/skills/agentic-doc-ingestType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add PackmindHub/packmind --skill agentic-doc-ingest -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install PackmindHub/packmind agentic-doc-ingest --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PackmindHub/packmind.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/agentic-doc-ingest .agents/skills/agentic-doc-ingest && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agentic-doc-ingest" agent skill from https://github.com/PackmindHub/packmind/tree/main/.claude/skills/agentic-doc-ingest into .agents/skills/agentic-doc-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-doc-ingest", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add PackmindHub/packmind --skill agentic-doc-ingest -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install PackmindHub/packmind agentic-doc-ingest --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PackmindHub/packmind.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/agentic-doc-ingest .cursor/skills/agentic-doc-ingest && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "agentic-doc-ingest" agent skill from https://github.com/PackmindHub/packmind/tree/main/.claude/skills/agentic-doc-ingest into .cursor/skills/agentic-doc-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-doc-ingest", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/PackmindHub/packmind.git --path .claude/skills/agentic-doc-ingest--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add PackmindHub/packmind --skill agentic-doc-ingest -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install PackmindHub/packmind agentic-doc-ingest --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PackmindHub/packmind.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/agentic-doc-ingest .gemini/skills/agentic-doc-ingest && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "agentic-doc-ingest" agent skill from https://github.com/PackmindHub/packmind/tree/main/.claude/skills/agentic-doc-ingest into .gemini/skills/agentic-doc-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-doc-ingest", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install PackmindHub/packmind agentic-doc-ingestInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add PackmindHub/packmind --skill agentic-doc-ingest -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/PackmindHub/packmind.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/agentic-doc-ingest .github/skills/agentic-doc-ingest && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "agentic-doc-ingest" agent skill from https://github.com/PackmindHub/packmind/tree/main/.claude/skills/agentic-doc-ingest into .github/skills/agentic-doc-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-doc-ingest", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add PackmindHub/packmind --skill agentic-doc-ingest -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install PackmindHub/packmind agentic-doc-ingest --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/PackmindHub/packmind.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/agentic-doc-ingest .opencode/skills/agentic-doc-ingest && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "agentic-doc-ingest" agent skill from https://github.com/PackmindHub/packmind/tree/main/.claude/skills/agentic-doc-ingest into .opencode/skills/agentic-doc-ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentic-doc-ingest", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
agentic-doc-ingest- GitHub stars
- 317
- Token cost
- ~755 tokens
- SKILL.md length
- 360 words
- Files
- 1
- Skills in repo
- 35
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Turn the charter, decision log and unit records of a completed feature into documentation — user-facing guides or technical notes — without reading the implementation.
- A feature built through the agentic development pipeline is finished and needs documenting
- SKILL.md covers Why you do not read the code, Why the decision log alone is…, The two documents are not the… and The coverage check, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- The user says document that feature
What it does
Agentic Doc Ingest is an agent skill from PackmindHub/packmind. Turn the charter, decision log and unit records of a completed feature into documentation — user-facing guides or technical notes — without reading the implementation. Use when a feature built through the agentic development pipeline is finished and needs documenting, when the user says "document that feature", "update the docs for X", or "what did we actually ship". Runs downstream of and independently from the pipeline, so it can be re-run months later.
Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Architecture decision records. The repository describes itself as: Packmind seamlessly captures your engineering playbook and turns it into AI context, guardrails, and governance. The licence is Apache-2.0.
When your agent uses it
- A feature built through the agentic development pipeline is finished and needs documenting
- The user says document that feature
- Update the docs for X
- What did we actually ship
Example prompts
- “document that feature”
- “update the docs for X”
- “what did we actually ship”
- “/agentic-doc-ingest”
What it can do on your machine
Read from SKILL.md and the folder at commit 8a10541. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Agentic Doc Ingest loads about 755 tokens when it runs. Until then it costs about 120 tokens; SKILL.md has 360 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from PackmindHub/packmind at commit 8a10541, republished under its Apache-2.0 licence (© PackmindHub). 360 words, ~755 tokens.
Download SKILL.mdSave it as
.claude/skills/agentic-doc-ingest/SKILL.md (or your agent's skills folder).- name
- agentic-doc-ingest
- description
- Turn the charter, decision log and unit records of a completed feature into documentation — user-facing guides or technical notes — without reading the implementation. Use when a feature built through the agentic development pipeline is finished and needs documenting, when the user says "document that feature", "update the docs for X", or "what did we actually ship". Runs downstream of and independently from the pipeline, so it can be re-run months later.
Documentation ingest
You write documentation from three files and no code:
.claude/features/<slug>/charter.md what was meant to be built, and for whom
.claude/features/<slug>/decisions.md what was decided, and what was rejected
.claude/features/<slug>/records.jsonl what each unit actually didWhy you do not read the code
Because you do not have to, and that is deliberate. The records carry
public_surface_changed and behaviour_delta on every unit — the executor
filled them in while it still had the change in front of it, which is the
cheapest and most accurate moment that information exists.
Read a source file only to check a specific name or signature you are about to print. Not to survey, not to "understand the feature".
Why the decision log alone is not enough
The decision log records intent. Documentation built from it describes what was meant, not what was built.
The deviations field across the records is exactly that gap. Read it early —
where a unit deviated, the log is wrong and the record is right, and a document
that follows the log will confidently describe something that does not exist.
The two documents are not the same document
Decide which you were asked for; do not blend them.
User-facing. Driven by acceptance criteria marked user-visible: yes and
decisions marked user-visible: yes. Task-oriented, no implementation detail.
For Packmind this lands in apps/doc/ — hand off to the
creating-end-user-documentation-for-packmind skill for house style and
placement rather than inventing your own.
Technical. Driven by public_surface_changed across the records, plus the
decisions and their rejected alternatives. Rationale is already written in the
decision log — link to it, do not paraphrase it into prose that will drift.
Show full SKILL.md (115 more words)Show less
The coverage check
Before you finish, verify: every entry marked user-visible: yes, in both the
charter and the decision log, has a corresponding mention in what you wrote.
List the ones that do not, and say why you left them out. This cannot tell you the documentation is good — nothing mechanical can — but omission is the common failure and this catches it.
Output
Write the files. Do not commit them.
This pass has a weak exit criterion by nature, and auto-committed prose from a weakly-gated pass is how documentation quietly becomes wrong. Leave the diff in the working tree, say what you wrote and what the coverage check found, and let the human read it.
© PackmindHub, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .claude/skills/agentic-doc-ingest of PackmindHub/packmind.
Open the folder on GitHubat commit 8a10541
Compare with similar skills
Agentic Doc Ingest next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Agentic Doc Ingest this skillPackmindHub/packmind | 317 | — | ~755 | Automated safety check: Pass | Apache-2.0 | |
| PR Design DocOpenHands/OpenHands | 90k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Cto AdvisorIbrahim-3d/orchestrator-supaconductor | 380 | 4 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Improve Codebase Architectureywwynm/EverythingDone | 144 | 15 repos | ~1.3k | Automated safety check: Pass | GPL-3.0 | |
| Domain Modelingbrim-borium/spotify_sdk | 166 | 5 repos | ~806 | Automated safety check: Pass | Apache-2.0 | |
| Design Doc MermaidSpillwaveSolutions/design-doc-mermaid | 175 | 1 repos | ~5.6k | Automated safety check: Pass | None |
Similar skills
Cto Advisor
Ibrahim-3d/orchestrator-supaconductor
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.
Improve Codebase Architecture
ywwynm/EverythingDone
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/.
Domain Modeling
brim-borium/spotify_sdk
Build and sharpen a project's domain model. An agent skill from brim-borium/spotify_sdk.
Design Doc Mermaid
SpillwaveSolutions/design-doc-mermaid
Create Mermaid diagrams (flowchart, sequence, class, ER, state, C4, architecture) from text or source code.
Learning Opportunities
DrCatHicks/learning-opportunities
Facilitates deliberate skill development during AI-assisted coding.
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Categories
Questions about Agentic Doc Ingest
What does Agentic Doc Ingest do?
Turn the charter, decision log and unit records of a completed feature into documentation — user-facing guides or technical notes — without reading the implementation. Agentic Doc Ingest is an agent skill from PackmindHub/packmind. Turn the charter, decision log and unit records of a completed feature into documentation — user-facing guides or technical notes — without reading the implementation.
When should I use Agentic Doc Ingest?
Agentic Doc Ingest fits situations like: A feature built through the agentic development pipeline is finished and needs documenting; the user says document that feature; update the docs for X; what did we actually ship.
How do I install Agentic Doc Ingest in Claude Code?
Run `npx skills add PackmindHub/packmind --skill agentic-doc-ingest -a claude-code`. Or copy the skill folder (.claude/skills/agentic-doc-ingest in PackmindHub/packmind) into .claude/skills/agentic-doc-ingest in your project. Claude Code loads it when a task matches its description.
How do I install Agentic Doc Ingest in Codex?
Run `npx skills add PackmindHub/packmind --skill agentic-doc-ingest -a codex`. Or copy the skill folder (.claude/skills/agentic-doc-ingest in PackmindHub/packmind) into .agents/skills/agentic-doc-ingest in your project. Codex loads it when a task matches its description.
Can I use Agentic Doc Ingest in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add PackmindHub/packmind --skill agentic-doc-ingest -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agentic-doc-ingest, .gemini/skills/agentic-doc-ingest, .github/skills/agentic-doc-ingest and .opencode/skills/agentic-doc-ingest in your project.
What does Agentic Doc Ingest need to run?
SKILL.md names no scripts, command-line tools or credentials: Agentic Doc Ingest is instructions for the agent only.
Does Agentic Doc Ingest access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Agentic Doc Ingest safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Agentic Doc Ingest use?
Agentic Doc Ingest is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Agentic Doc Ingest use?
About 755 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Agentic Doc Ingest?
Skills that share tags, products or a category with Agentic Doc Ingest: PR Design Doc (OpenHands/OpenHands, 90k stars), Cto Advisor (Ibrahim-3d/orchestrator-supaconductor, 380 stars), Improve Codebase Architecture (ywwynm/EverythingDone, 144 stars) and Domain Modeling (brim-borium/spotify_sdk, 166 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agentic Doc Ingest?
PackmindHub (a GitHub organization) maintains it in PackmindHub/packmind, which has 317 GitHub stars. The repository holds 35 skills in this directory. The repository was last updated on October 8, 2026.
Source: PackmindHub/packmind on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.