agentic-engineering SKILL.md skillA
agentic-engineering from affaan-m/ecc is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add affaan-m/ecc/agentic-engineering@git:20260330.866d9ebPins git:20260330.866d9eb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- affaan-m/ecc
- Path
.kiro/skills/agentic-engineering/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260330.866d9eb, committed Mar 30, 2026
- First version recorded
- Mar 20, 2026
- Size
- 3,962 bytes
- Repository stars
- 299,696
- License
- MIT
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing. Use when AI agents perform most implementation work and humans enforce quality and risk controls.
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
# Agentic Engineering Use this skill for engineering workflows where AI agents perform most implementation work and humans enforce quality and risk controls. ## Operating Principles 1. Define completion criteria before execution. 2. Decompose work into agent-sized units. 3. Route model tiers by task complexity. 4. Measure with evals and regression checks. ## Eval-First Loop 1. Define capability eval and regression eval. 2. Run baseline and capture failure signatures. 3. Execute implementation. 4. Re-run evals and compare deltas. **Example workflow:** ``` 1. Write test that captures desired behavior (eval) 2. Run test → capture baseline failures 3. Implement feature 4. Re-run test → verify improvements 5. Check for regressions in other tests ``` ## Task Decomposition Apply the 15-minute unit rule: - Each unit should be independently verifiable - Each unit should have a single dominant risk - Each unit should expose a clear done condition **Good decomposition:** ``` Task: Add user authentication ├─ Unit 1: Add password hashing (15 min, security risk) ├─ Unit 2: Create login endpoint (15 min, API contract risk) ├─ Unit 3: Add session management (15 min, state risk) …
Read the whole file at its exact version.
How to install
mdr add affaan-m/ecc/agentic-engineering@sha256:f2d7427f30ae579cThe line at the top of this page pins the label git:20260330.866d9eb, 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_zc3rqudphebvoxvc)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 20, 2026 and Mar 30, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260330.866d9eb latest | 2026-03-30 | 866d9eb | 3,962 B | A | view · diff |
| git:20260320.ce828c1 | 2026-03-20 | ce828c1 | 3,970 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 (3962 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
affaan-m/ecc · 299,696 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zc3rqudphebvoxvc GET https://markdownregistry.com/api/v1/resolve?ref=affaan-m/ecc/agentic-engineering GET https://markdownregistry.com/api/v1/blob/f2d7427f30ae579c7f2179b8ea2c9e7632f339c3d430826d6ea8d65b338b7e0a
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.