coordinate-reasoning SKILL.md skillA
coordinate-reasoning from pjt222/agent-almanac is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pjt222/agent-almanac/coordinate-reasoning@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pjt222/agent-almanac
- Path
i18n/caveman-lite/skills/coordinate-reasoning/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0, committed Aug 17, 2026
- First version recorded
- Apr 19, 2026
- Size
- 19,584 bytes
- Repository stars
- 43
- License
- MIT
AI internal coordination using stigmergic signals — managing information freshness in context and memory, decay rates for assumption staleness, and emergent coherent behavior from simple local protocols. Use during complex tasks where multiple sub-tasks must coordinate, when context has grown long and information freshness is uncertain, after context compression when information may have been lost, or when sub-task outputs need to feed into each other cleanly without degradation.
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
# Coordinate Reasoning Manage the internal coordination of reasoning processes using stigmergic principles — treating context as an environment where information signals have freshness, decay rates, and interaction rules that produce coherent behavior from simple local protocols. ## When to Use - During complex tasks where multiple sub-tasks must coordinate (multi-file edits, multi-step refactoring) - When context has grown long and information freshness is uncertain - After context compression when some information may have been lost - When sub-task outputs need to feed into each other cleanly - When earlier reasoning results need to be carried forward without degradation - Complementing `forage-solutions` (exploration) and `build-coherence` (decision) with execution coordination ## Inputs - **Required**: Current task decomposition (what sub-tasks exist and how do they relate?) - **Optional**: Known information freshness concerns (e.g., "I read that file 20 messages ago") - **Optional**: Sub-task dependency map (which sub-tasks feed into which?) - **Optional**: Available coordination tools (MEMORY.md, task list, inline notes) ## Procedure …
Read the whole file at its exact version.
How to install
mdr add pjt222/agent-almanac/coordinate-reasoning@sha256:4f2bb6e25088e3d9The line at the top of this page pins the label v1.0, 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.
[](https://markdownregistry.com/a/art_nm2rlexab47zenak)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Apr 19, 2026 and Aug 17, 2026, about one every 40 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0 latest | 2026-08-17 | a784899 | 19,584 B | A | view · diff |
| v1.0 | 2026-06-05 | 33b561c | 19,555 B | A | view · diff |
| v1.0 | 2026-04-19 | a31852a | 19,535 B | A | view · diff |
| v1.0 | 2026-04-19 | e334ebd | 19,582 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (19584 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
pjt222/agent-almanac · 43 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nm2rlexab47zenak GET https://markdownregistry.com/api/v1/resolve?ref=pjt222/agent-almanac/coordinate-reasoning GET https://markdownregistry.com/api/v1/blob/4f2bb6e25088e3d92802964cc3a65b41b4f0de489742573ee8b3e40781a64454
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.