implementation-approach SKILL.md skillA
implementation-approach from shinpr/claude-code-workflows is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shinpr/claude-code-workflows/implementation-approach@git:20261102.9387efePins git:20261102.9387efe in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- shinpr/claude-code-workflows
- Path
skills/implementation-approach/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261102.9387efe, committed Nov 2, 2026
- First version recorded
- Aug 8, 2026
- Size
- 10,477 bytes
- Repository stars
- 709
- License
- MIT
Implementation strategy selection framework. Use when planning implementation strategy, selecting development approach, or defining verification criteria.
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
# Implementation Strategy Selection Framework (Meta-cognitive Approach) ## Meta-cognitive Strategy Selection Process ### Phase 1: Decision-Sufficient Current State Analysis **Core Question**: "What does the existing implementation look like?" #### Analysis Framework ```yaml Architecture Analysis: Responsibility separation, data flow, dependencies, technical debt Implementation Quality Assessment: Code quality, behavior-relevant test evidence, performance, security Historical Context Understanding: Current form rationale, past decision validity, constraint changes, requirement evolution ``` #### Meta-cognitive Question List - What is the true responsibility of this implementation? - Which parts are business essence and which derive from technical constraints? - What dependencies or implicit preconditions are unclear from the code? - What benefits and constraints does the current design bring? Stop when another current-state fact cannot change responsibility, reuse, option validity, total complexity, a contract, or verification. ### Phase 2: Design Convergence Complete these steps in order before selecting an implementation strategy: …
Read the whole file at its exact version.
How to install
mdr add shinpr/claude-code-workflows/implementation-approach@sha256:4fab9d96924620e9The line at the top of this page pins the label git:20261102.9387efe, 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_lf52gdwzlahysc2o)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Aug 8, 2026 and Nov 2, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.9387efe latest | 2026-11-02 | 9387efe | 10,477 B | A | view · diff |
| git:20261102.6a82a91 | 2026-11-02 | 6a82a91 | 10,497 B | A | view · diff |
| git:20261013.5482041 | 2026-10-13 | 5482041 | 10,536 B | A | view · diff |
| git:20260827.75012a3 | 2026-08-27 | 75012a3 | 10,521 B | A | view · diff |
| git:20260823.056772e | 2026-08-23 | 056772e | 10,449 B | A | view · diff |
| git:20260809.61960dc | 2026-08-09 | 61960dc | 10,263 B | A | view · diff |
| git:20260809.6130272 | 2026-08-09 | 6130272 | 10,340 B | A | view · diff |
| git:20260808.4a0054b | 2026-08-08 | 4a0054b | 9,862 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 (10477 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
shinpr/claude-code-workflows · 709 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lf52gdwzlahysc2o GET https://markdownregistry.com/api/v1/resolve?ref=shinpr/claude-code-workflows/implementation-approach GET https://markdownregistry.com/api/v1/blob/4fab9d96924620e9dd1f9443e5b55794c235a8744399fd020caee14fc62452cd
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.
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