implement SKILL.md skillA
implement from borda/ai-rig is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add borda/ai-rig/implement@git:20261102.2aa287dPins git:20261102.2aa287d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- borda/ai-rig
- Path
plugins/codex-rig/skills/implement/SKILL.md- Versions recorded
- 26
- Latest version
- git:20261102.2aa287d, committed Nov 2, 2026
- First version recorded
- Aug 21, 2026
- Size
- 27,966 bytes
- Repository stars
- 31
- License
- Apache-2.0
Implement changes with a linear plan-build-verify workflow and measurable quality gates.
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
> Before asking, read [User Questions](../../shared/codex-user-questions.md).
# Implement
See the [fixed recurrence and root-cause policy](../../shared/native-skill-contract.md#recurrence-and-root-cause-policy) and [reasoning-progress escalation policy](../../shared/native-skill-contract.md#reasoning-progress-escalation) for repeated-obstacle handling; record and validate `reasoning-progress.json` before another cycle after escalation trigger.
Run linear implementation with strict gates.
Keep setup and review artifacts subordinate to the user's acceptance condition under the primary-goal rules in Reasoning-Progress Escalation. Once the fix is established, write the minimal implementation and regression before another reviewer-setup cycle. One failed bounded setup repair stops that auxiliary route; continue safe authorized implementation and retain the coverage limit without claiming clean completion.
An ordinary bounded plan or implementation challenge is one independent pass. Use `challenge-resolve` and `../../shared/adversarial-loop.md` for an explicitly requested iterative loop; this workflow still owns its normal completion gates.
## Input Schema
```json
{
…Read the whole file at its exact version.
How to install
mdr add borda/ai-rig/implement@sha256:99a73e6ab0ae71feThe line at the top of this page pins the label git:20261102.2aa287d, 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_y5jp6wkwzrr7bsqc)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 26 versions of this file, between Aug 21, 2026 and Nov 2, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261102.2aa287d latest | 2026-11-02 | 2aa287d | 27,966 B | A | view · diff |
| git:20261031.2278c0c | 2026-10-31 | 2278c0c | 27,962 B | A | view · diff |
| git:20261023.0d5e714 | 2026-10-23 | 0d5e714 | 26,511 B | A | view · diff |
| git:20261022.8b7b98d | 2026-10-22 | 8b7b98d | 26,233 B | A | view · diff |
| git:20261021.7b6ff28 | 2026-10-21 | 7b6ff28 | 26,201 B | A | view · diff |
| git:20261014.d8d60a8 | 2026-10-14 | d8d60a8 | 28,212 B | A | view · diff |
| git:20261011.792420e | 2026-10-11 | 792420e | 27,563 B | A | view · diff |
| git:20261009.e7932ee | 2026-10-09 | e7932ee | 27,010 B | A | view · diff |
| git:20261006.f2eab35 | 2026-10-06 | f2eab35 | 26,625 B | A | view · diff |
| git:20261004.8cee1da | 2026-10-04 | 8cee1da | 24,245 B | A | view · diff |
| git:20261003.03d068b | 2026-10-03 | 03d068b | 24,165 B | A | view · diff |
| git:20261002.381549d | 2026-10-02 | 381549d | 22,363 B | A | view · diff |
| git:20260929.2be6522 | 2026-09-29 | 2be6522 | 22,055 B | A | view · diff |
| git:20260923.39e3a48 | 2026-09-23 | 39e3a48 | 21,633 B | A | view · diff |
| git:20260922.48cc496 | 2026-09-22 | 48cc496 | 20,179 B | A | view · diff |
| git:20260922.61d96c0 | 2026-09-22 | 61d96c0 | 20,178 B | A | view · diff |
| git:20260921.058460e | 2026-09-21 | 058460e | 20,143 B | A | view · diff |
| git:20260918.b7910fa | 2026-09-18 | b7910fa | 20,159 B | A | view · diff |
| git:20260915.d478580 | 2026-09-15 | d478580 | 20,064 B | A | view · diff |
| git:20260910.784dd4c | 2026-09-10 | 784dd4c | 19,786 B | A | view · diff |
| git:20260908.cf81d84 | 2026-09-08 | cf81d84 | 20,111 B | A | view · diff |
| git:20260902.e8ed3c9 | 2026-09-02 | e8ed3c9 | 19,667 B | A | view · diff |
| git:20260902.894e657 | 2026-09-02 | 894e657 | 17,341 B | A | view · diff |
| git:20260822.615ca20 | 2026-08-22 | 615ca20 | 14,862 B | A | view · diff |
| git:20260821.359c243 | 2026-08-21 | 359c243 | 14,620 B | A | view · diff |
| git:20260821.df8081d | 2026-08-21 | df8081d | 15,136 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 (27966 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
borda/ai-rig · 31 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_y5jp6wkwzrr7bsqc GET https://markdownregistry.com/api/v1/resolve?ref=borda/ai-rig/implement GET https://markdownregistry.com/api/v1/blob/99a73e6ab0ae71fe3389a2c74f9211a7665d9181843412b1eccd270d83b9bb0d
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.