meta-planning-ai-planning SKILL.md skillA
meta-planning-ai-planning from agents-inc/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agents-inc/skills/meta-planning-ai-planning@git:20261016.0b768f9Pins git:20261016.0b768f9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agents-inc/skills
- Path
src/skills/meta-planning-ai-planning/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261016.0b768f9, committed Oct 16, 2026
- First version recorded
- Aug 9, 2026
- Size
- 20,566 bytes
- Repository stars
- 26
- License
- MIT
Specification frameworks for features that call a model — approach tier, model pinning, output contracts, budgets, failure modes and eval design. Load when a spec touches model calls, prompts, retrieval, tool calling, agent loops or evals.
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
# AI Planning Frameworks > **Quick Guide:** Default to the lowest tier that meets the requirement — most features are one well-built call — and name the requirement behind every tier above it. Pin the model id, give every output a contract the code checks on receipt, state budgets in tokens and money, give each failure the feature can hit a row, and fix eval thresholds before the first run. Two provider facts shape the answers: a schema-constrained output mode guarantees shape only for a response that completed and was not refused, so the contract's remaining work is truncation, refusals and values; and reasoning tokens bill as output and count against the output ceiling, so a ceiling sized for the visible answer can run out before one appears. **Detailed Resources:** - [examples/core.md](examples/core.md) — templates for the sections every model-calling feature needs, and a worked specification - [examples/retrieval-and-agents.md](examples/retrieval-and-agents.md) — retrieval design, tool contracts and loop guards - [reference.md](reference.md) — output-mode guarantees, budget line items, default failure behaviour, retrieval starting points, grading methods, eval set sizing …
Read the whole file at its exact version.
How to install
mdr add agents-inc/skills/meta-planning-ai-planning@sha256:a65057e93fbe37c8The line at the top of this page pins the label git:20261016.0b768f9, 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_icnwjdrngqkas5eb)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 9, 2026 and Oct 16, 2026, about one every 68 days. Its first recorded version is graded B and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261016.0b768f9 latest | 2026-10-16 | 0b768f9 | 20,566 B | A | view · diff |
| git:20260809.786f3c8 | 2026-08-09 | 786f3c8 | 22,732 B | B | 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 (20566 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
agents-inc/skills · 26 stars · license MIT · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_icnwjdrngqkas5eb GET https://markdownregistry.com/api/v1/resolve?ref=agents-inc/skills/meta-planning-ai-planning GET https://markdownregistry.com/api/v1/blob/a65057e93fbe37c865e073bb10f8e621e724c01f42df5bcd4c49d3d9604cb4da
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.