compound SKILL.md skillA

compound from outlinedriven/outline-driven-development is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add outlinedriven/outline-driven-development/compound@git:20260912.5c5b759

Pins git:20260912.5c5b759 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
outlinedriven/outline-driven-development
Path
.devin/skills/compound/SKILL.md
Versions recorded
3
Latest version
git:20260912.5c5b759, committed Sep 12, 2026
First version recorded
Sep 2, 2026
Size
6,892 bytes
Repository stars
55
License
Apache-2.0

Use when the user explicitly asks to save, curate, or consolidate what was learned, or closes a meaningful knowledge-work session. Not for remote, publish, deploy, or irreversible changes.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Knowledge compound

## Contract

| Field | Bound contract |
|---|---|
| Trigger | User explicitly asks to save, curate, or consolidate what was learned, or closes a meaningful knowledge-work session. |
| Authority | Reversible local: writes only docs/solutions/{slug}.md records and repo-root CONCEPTS.md; rollback is version control. No remote mutation. Never silently deletes stale entries. |
| Side effect | Writes typed docs/solutions/{slug}.md records and repo-root CONCEPTS.md; may update stale entries, but never silently delete them. |
| Done | At most three specific typed learnings or an honest none are proposed; duplicates and contradictions are checked; the user approves; saved records carry type, retrieval tags, confidence, date, source, Context, and Implication; confirmation names retrieval tags. |

## Inputs

- Session transcript (required): the accumulated context of the current session, from which learnings are extracted.
- docs/solutions/ directory (optional): the shared learning-doc store, also written by `autolearn`. An absent directory counts as an empty store and is created on the first approved write.

## Procedure
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add outlinedriven/outline-driven-development/compound@sha256:6a28923cae6f17bd

The line at the top of this page pins the label git:20260912.5c5b759, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_dibv7y2pzedxnbik.svg)](https://markdownregistry.com/a/art_dibv7y2pzedxnbik)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Sep 2, 2026 and Sep 12, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20260912.5c5b759 latest2026-09-12 5c5b759 6,892 BA view · diff
git:20260905.1f638942026-09-05 1f63894 6,644 BA view · diff
git:20260902.1fe14a32026-09-02 1fe14a3 6,751 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6892 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

outlinedriven/outline-driven-development · 55 stars · license Apache-2.0 · pushed 2026-09-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dibv7y2pzedxnbik
GET https://markdownregistry.com/api/v1/resolve?ref=outlinedriven/outline-driven-development/compound
GET https://markdownregistry.com/api/v1/blob/6a28923cae6f17bd90a5e4b62780be3cc7a4f1e8431ddce5c1a92ba8e9d87f4b

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from outlinedriven/outline-driven-development

abi-and-calling-conventions SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/abi-and-calling-conventions/SKILL.md · Use when explaining System V AMD64, ARM AAPCS, RISC-V psABI, stack frames, variadic calls, or FFI register rules. Not…
git:20260905.e0ca87e · audit A · 55 stars
abstract-well SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/abstract-well/SKILL.md · Use when the user wants to classify abstractions as useful, bad, or busy and keep one shallow level. Not for tasks…
git:20260905.1f63894 · audit A · 55 stars
adc-dac-baremetal SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/adc-dac-baremetal/SKILL.md · Use when configuring ADC sampling time, DMA-driven ADC, calibration, or DAC channel setup on bare-metal MCUs. Not for…
git:20260912.5c5b759 · audit A · 55 stars
address-sanitizer SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/address-sanitizer/SKILL.md · Use when building or running native code under AddressSanitizer, interpreting an existing ASan report, or debugging a…
git:20260905.1f63894 · audit A · 55 stars
af-xdp SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/af-xdp/SKILL.md · Use when creating AF_XDP sockets, configuring UMEM and XSK rings, writing an XDP redirect program, or choosing copy…
git:20260912.07a8a1b · audit A · 55 stars
agent-environment-retrospective SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/agent-environment-retrospective/SKILL.md · Use when a completed session needs an agent-environment retrospective. Not for an engineering retrospective from…
git:20260905.1f63894 · audit A · 55 stars
agent-surface-forge SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/agent-surface-forge/SKILL.md · Use when asked to audit or repair agent surfaces (plugins, agents, skills, CLAUDE.md/AGENTS.md, docs, prompts…
git:20260905.1f63894 · audit A · 55 stars
agent-transcript SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/agent-transcript/SKILL.md · Use when a redacted, trimmed agent transcript must be appended to a GitHub PR or issue body, with human approval and…
git:20260905.1f63894 · audit A · 55 stars
agents-md SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/agents-md/SKILL.md · Use when a repo needs agent setup, AGENTS.md added or made lean, CLAUDE.md audited, or agent instructions scored or…
git:20260905.1f63894 · audit A · 55 stars
ai-collab-protocols SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/ai-collab-protocols/SKILL.md · Use when the user describes an AI workflow gap or uses an ambiguous cross-session reference such as ''the PR Bob…
git:20260912.5c5b759 · audit A · 55 stars
all-scenarios-storm SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/all-scenarios-storm/SKILL.md · Use when a user wants to enumerate plausible designs, configurations, scenarios, and paths and diagram the field before…
git:20260905.1f63894 · audit A · 55 stars
analysis-artifacts SKILL.md skill
outlinedriven/outline-driven-development · .devin/skills/analysis-artifacts/SKILL.md · Use when the user requests a deep dive, exploratory analysis, or data analysis on BigQuery. Not for credential…
git:20260912.5c5b759 · audit A · 55 stars

Every file in outlinedriven/outline-driven-development

Other files named compound

compound SKILL.md skill
oliver-kriska/claude-elixir-phoenix · plugins/elixir-phoenix/skills/compound/SKILL.md · Capture solved problems as searchable solution docs. Use after fixing bugs, when "that worked", or after successful…
git:20260724.918f809 · audit A · 573 stars
compound SKILL.md skill
outlinedriven/odin-claude-plugin · plugins/odin-knowledge/skills/compound/SKILL.md · Use when the user explicitly asks to save, curate, or consolidate what was learned, or closes a meaningful…
git:20260909.077e3b6 · audit A · 40 stars
compound SKILL.md skill
jikig-ai/soleur · plugins/soleur/skills/compound/SKILL.md · This skill should be used when documenting a recently solved problem to compound your team's knowledge.
git:20261020.860b536 · audit A · 21 stars
compound SKILL.md skill
chrislacey89/skills · compound/SKILL.md · Primary pipeline knowledge-capture step that closes the compounding loop. Capture a durable lesson in docs/solutions/…
git:20261105.863eae4 · audit A · 4 stars

Browse by kind, by grade A, or by owner.