implement SKILL.md skillA

implement from blackbelttechnology/pi-agent-dashboard is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add blackbelttechnology/pi-agent-dashboard/implement@git:20261023.a1b763f

Pins git:20261023.a1b763f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
blackbelttechnology/pi-agent-dashboard
Path
.pi/skills/implement/SKILL.md
Versions recorded
7
Latest version
git:20261023.a1b763f, committed Oct 23, 2026
First version recorded
Jul 16, 2026
Size
8,126 bytes
Repository stars
339
License
MIT

Disciplined implementation in pi-agent-dashboard: the rebuild matrix (extension→reload, server→restart, client→build+restart, openspec-apply→full rebuild) plus the project''s code discipline rules. Use when writing code, after editing extension/server/client, after applying an OpenSpec change, when unsure what to rebuild, or before committing. Triggers: "rebuild and restart", "TDD this".

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

# Implement

Two halves: **how to write the change** (discipline) and **how to land it in the running system** (rebuild + restart).

The skill exists because both halves are easy to get wrong:
- Agents over-engineer simple changes when they're not anchored.
- Agents rebuild the wrong component (or worse, all components when they didn't need to) after editing files.

## Quick decision tree

```mermaid
flowchart TD
  A["Did you edit code?"] --> B["src/extension/"]
  A --> C["src/server/ or src/shared/"]
  A --> D["src/client/ (dev mode)"]
  A --> E["src/client/ (prod mode)"]
  A --> F["Multi-component / openspec"]
  B --> B1["npm run reload"]
  C --> C1["npx tsx .pi/skills/implement/scripts/restart-server.ts<br/>(no build step: Node's native strip-only TS loader runs TS directly)"]
  D --> D1["nothing, Vite HMR"]
  E --> E1["npm run build && restart"]
  F --> F1["npx tsx .pi/skills/implement/scripts/full-rebuild.ts"]
```

Quick check current mode:
```bash
npx tsx .pi/skills/implement/scripts/check-mode.ts    # prints "dev" or "production"
```

Restart server (preserves mode unless overridden):
```bash
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add blackbelttechnology/pi-agent-dashboard/implement@sha256:9141c8650fad7e92

The line at the top of this page pins the label git:20261023.a1b763f, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tlwlpdlc32aqh5xc.svg)](https://markdownregistry.com/a/art_tlwlpdlc32aqh5xc)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 7 versions of this file, between Jul 16, 2026 and Oct 23, 2026, about one every 16 days.

versioncommittedcommitsizeaudit
git:20261023.a1b763f latest2026-10-23 a1b763f 8,126 BA view · diff
git:20261012.2b9298c2026-10-12 2b9298c 8,111 BA view · diff
git:20260815.da28dca2026-08-15 da28dca 8,201 BA view · diff
git:20260805.ff041ae2026-08-05 ff041ae 8,065 BA view · diff
git:20260717.69ef3a22026-07-17 69ef3a2 8,257 BA view · diff
git:20260717.c1efc1f2026-07-17 c1efc1f 7,971 BA view · diff
git:20260716.a5e11072026-07-16 a5e1107 6,981 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8126 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

GitHub

blackbelttechnology/pi-agent-dashboard · 339 stars · license MIT · pushed 2026-11-02 · branch develop

API

GET https://markdownregistry.com/api/v1/artifacts/art_tlwlpdlc32aqh5xc
GET https://markdownregistry.com/api/v1/resolve?ref=blackbelttechnology/pi-agent-dashboard/implement
GET https://markdownregistry.com/api/v1/blob/9141c8650fad7e92044e73383d475db4bb01ce510a2ab92a6a32b094f9a9b714

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.

More from blackbelttechnology/pi-agent-dashboard

AGENTS.md@.github/codeql AGENTS.md file
blackbelttechnology/pi-agent-dashboard · .github/codeql/AGENTS.md
git:20261014.d681f5a · audit A · 339 stars
AGENTS.md@.github/codeql/extensions AGENTS.md file
blackbelttechnology/pi-agent-dashboard · .github/codeql/extensions/AGENTS.md
git:20261014.d681f5a · audit A · 339 stars
AGENTS.md@.github/verdaccio AGENTS.md file
blackbelttechnology/pi-agent-dashboard · .github/verdaccio/AGENTS.md
git:20260720.e108f63 · audit A · 339 stars
AGENTS.md@.github/workflows AGENTS.md file
blackbelttechnology/pi-agent-dashboard · .github/workflows/AGENTS.md
git:20261023.817d703 · audit A · 339 stars
AGENTS.md@.pi/agents AGENTS.md file
blackbelttechnology/pi-agent-dashboard · .pi/agents/AGENTS.md
git:20260930.b7d168a · audit A · 339 stars
AGENTS.md@.pi/skills AGENTS.md file
blackbelttechnology/pi-agent-dashboard · .pi/skills/AGENTS.md
git:20261021.6ab12ef · audit A · 339 stars
ci-troubleshoot SKILL.md skill
blackbelttechnology/pi-agent-dashboard · .pi/skills/ci-troubleshoot/SKILL.md · Diagnose failed GitHub Actions runs for pi-agent-dashboard: the 11-file workflow taxonomy, affected-test selection, the…
git:20261011.46abbca · audit A · 339 stars
code-quality SKILL.md skill
blackbelttechnology/pi-agent-dashboard · .pi/skills/code-quality/SKILL.md · Drive static-analysis code quality in pi-agent-dashboard with Biome (analyze → fix → test), in changed-files or…
git:20261012.bedb986 · audit A · 339 stars
debug-dashboard SKILL.md skill
blackbelttechnology/pi-agent-dashboard · .pi/skills/debug-dashboard/SKILL.md · Diagnose problems in the running pi-agent-dashboard system: server.log, /api/health, bridge WebSocket connectivity…
git:20261012.2b9298c · audit A · 339 stars
edit-flow SKILL.md skill
blackbelttechnology/pi-agent-dashboard · .pi/skills/edit-flow/SKILL.md · Create and edit pi-flows flows and agents from the main session. Use when the user wants to create a new flow, add or…
git:20260629.cf4ad70 · audit A · 339 stars
frontend-mockup-loop-dashboard SKILL.md skill
blackbelttechnology/pi-agent-dashboard · .pi/skills/frontend-mockup-loop-dashboard/SKILL.md · Dashboard-specific adapter on the generic frontend-mockup-loop skill: binds the 7-step design loop to…
v1 · audit A · 339 stars
plan-proposal SKILL.md skill
blackbelttechnology/pi-agent-dashboard · .pi/skills/plan-proposal/SKILL.md · Develop-side planning orchestrator for an OpenSpec change: artifact creation → doubt-driven-review → scenario-design →…
v1.0 · audit A · 339 stars

Every file in blackbelttechnology/pi-agent-dashboard

Other files named implement

implement SKILL.md skill
vinvcn/mattpocock-skills-zh-cn · skills/engineering/implement/SKILL.md · 基于 spec 或 ticket 集合实现一段工作。
git:20261028.c48fd4a · audit A · 5,526 stars
implement SKILL.md skill
rsmdt/the-startup · plugins/start/skills/implement/SKILL.md · Implementation entry point. Use to execute a completed specification. Reads the spec's slice and scenario tasks from…
git:20261026.9ddf98d · audit A · 577 stars
implement SKILL.md skill
posit-dev/skills · posit-dev/implement/SKILL.md · Orchestrates implementation of a plan file by delegating work to subagents in parallel. Verifies git branch state…
v2.0 · audit A · 552 stars
implement SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/implementer/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
git:20260729.a635979 · audit A · 450 stars
implement SKILL.md skill
boshu2/agentops · plugin/skills/implement/SKILL.md · Change or repair code, config or services without weakening tests; report what ran and what did not. Use when…
git:20261026.1b5f59a · audit A · 450 stars
implement SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/implementer-claude/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
git:20260729.a635979 · audit A · 450 stars
implement SKILL.md skill
boshu2/agentops · skills/implement/SKILL.md · Change or repair code, config or services without weakening tests; report what ran and what did not. Use when…
git:20261026.1b5f59a · audit A · 450 stars
implement SKILL.md skill
ericrisco/rsc-harness · skills/implement/SKILL.md · Use when an approved plan and task list exist and it is time to turn them into working, tested code — the SDD phase…
git:20261006.32bae1e · audit A · 429 stars

Browse by kind, by grade A, or by owner.