generating-constrained-specs SKILL.md skillA
generating-constrained-specs from synaptiai/synapti-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add synaptiai/synapti-marketplace/generating-constrained-specs@git:20260121.e9db155Pins git:20260121.e9db155 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- synaptiai/synapti-marketplace
- Path
plugins/context-ledger/skills/generating-constrained-specs/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260121.e9db155, committed Jan 21, 2026
- Size
- 6,575 bytes
- Repository stars
- 7
- License
- Apache-2.0
Use when generating PRD and architecture documents that must trace back to explicit decisions. Enforces citation requirements so no spec content exists without DEC-* references.
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
# Constrained Spec Generation This skill generates PRD and architecture documents that are constrained by the decision ledger. ## Core Principle **No spec section without a DEC-* reference.** Every requirement, every architecture choice, must trace back to an explicit decision. This prevents: - Ungrounded requirements - Hidden assumptions - Scope creep - Orphaned features ## Prerequisites - Decisions complete (`/ledger-decide`) - `04-decisions/DECISIONS.yaml` exists - `05-risks/RISKS.yaml` exists ## Workflow Use TodoWrite to track these mandatory steps: <required> 1. Load decisions and risks 2. Generate PRD with decision citations 3. Validate PRD constraint gate 4. Generate architecture with decision citations 5. Validate architecture constraint gate 6. Cross-reference risks in both documents </required> ### Step 1: Load Decisions and Risks Read: - `04-decisions/DECISIONS.yaml` - All decisions - `05-risks/RISKS.yaml` - All risks - `03-synthesis/CROSS-SYNTHESIS.md` - Context Build decision index for quick lookup. ### Step 2: Generate PRD Write `06-prd/PRD.md` using template from [references/prd-template.md](references/prd-template.md). **Constraint enforcement:** …
Read the whole file at its exact version.
How to install
mdr add synaptiai/synapti-marketplace/generating-constrained-specs@sha256:6881c6b483807f67The line at the top of this page pins the label git:20260121.e9db155, 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_mg2wufm5keggchk7)
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Versions
The registry has recorded 1 version of this file, committed on Jan 21, 2026.
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 (6575 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
synaptiai/synapti-marketplace · 7 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mg2wufm5keggchk7 GET https://markdownregistry.com/api/v1/resolve?ref=synaptiai/synapti-marketplace/generating-constrained-specs GET https://markdownregistry.com/api/v1/blob/6881c6b483807f67c42be341834587c62450123bfdcba9d020e647ad141b0313
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.