implement SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

implement from boshu2/agentops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add boshu2/agentops/implement@git:20261011.a7732fd

Pins git:20261011.a7732fd in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
boshu2/agentops
Path
plugin/skills/implement/SKILL.md
Versions recorded
2
Latest version
git:20261011.a7732fd, committed Oct 11, 2026
First version recorded
Oct 10, 2026
Size
9,226 bytes
Repository stars
450
License
Apache-2.0

Change or repair code, config or services without weakening tests; report what ran and what did not. Use when: implementing a change or fixing a defect.

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

Implement the accepted outcome. Repair ordinary known defects directly. Use the existing
intent; no Plan, Recall or Learn worksheet is owed for a clear edit. Implement
owns source changes and factual checks; the runtime derives identity and receipts.

## Rules that decide the result

- **Fix the cause, not the oracle.** Never loosen an assertion, tolerance,
  golden, fixture or suppression, or substitute a mock or placeholder, to turn
  a check green. A check that fails against accepted behavior points at a
  product defect; changing what the check accepts is an acceptance change and
  needs caller authority.
- **Find live consumers before editing.** Search the callers, readers, scripts,
  docs and tests of every edited function, type, path, format or message. For
  each one, state whether the change affects it and which check covers it. When
  retiring or renaming, consumers include installations, lookups and old-name
  invocations; preserve historical provenance.
- **Name discriminating checks.** A behavioral change preserves RED
  for the expected missing behavior: name the check that fails before the edit
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add boshu2/agentops/implement@sha256:1dd7d0fa6fab697c

The line at the top of this page pins the label git:20261011.a7732fd, 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_iogyo2kvbp5eph2a.svg)](https://markdownregistry.com/a/art_iogyo2kvbp5eph2a)

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

Versions

The registry has recorded 2 versions of this file, between Oct 10, 2026 and Oct 11, 2026, about one every day.

versioncommittedcommitsizeaudit
git:20261011.a7732fd latest2026-10-11 a7732fd 9,226 BA view · diff
git:20261010.407c70b2026-10-10 407c70b 9,069 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 (9226 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

boshu2/agentops · 450 stars · license Apache-2.0 · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_iogyo2kvbp5eph2a
GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/implement
GET https://markdownregistry.com/api/v1/blob/1dd7d0fa6fab697c727ac3b1a5e0d5a1dc797a8f54bb4ec6527e7d4b240399e1

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 boshu2/agentops

AGENTS.md AGENTS.md file
boshu2/agentops · AGENTS.md
git:20261003.62834b1 · audit A · 450 stars
CLAUDE.md CLAUDE.md file
boshu2/agentops · CLAUDE.md
git:20260617.e46aede · audit B · 450 stars
AGENTS.md@cli AGENTS.md file
boshu2/agentops · cli/AGENTS.md
git:20260924.55c2c93 · audit A · 450 stars
AGENTS.md@cli/internal/goals AGENTS.md file
boshu2/agentops · cli/internal/goals/AGENTS.md
git:20260924.55c2c93 · audit A · 450 stars
AGENTS.md@cli/internal/quality AGENTS.md file
boshu2/agentops · cli/internal/quality/AGENTS.md
git:20261003.02f5f36 · audit A · 450 stars
AGENTS.md@cli/internal/types AGENTS.md file
boshu2/agentops · cli/internal/types/AGENTS.md
git:20260924.55c2c93 · audit A · 450 stars
AGENTS.md@cli/internal/types/quest AGENTS.md file
boshu2/agentops · cli/internal/types/quest/AGENTS.md
git:20260924.55c2c93 · 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 · 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
validate SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/validator/skills/validate/SKILL.md · Freshly judge exact subject content against bead or caller acceptance, optionally persist verdict.v2 for a declared…
git:20260926.482dc04 · audit A · 450 stars
using-gc SKILL.md skill
boshu2/agentops · packs/agentops-executor/skills/using-gc/SKILL.md · Operate a caller-selected Gas City 1.4 with upstream registry packs and native run-centered surfaces while keeping GC…
git:20260730.efcf487 · audit A · 450 stars
agent-native SKILL.md skill
boshu2/agentops · plugin/skills/agent-native/SKILL.md · Dispatch independent tasks to parallel workers or subagents without write collisions. Use when: running or planning…
git:20261010.407c70b · audit A · 450 stars

Every file in boshu2/agentops

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:20260722.fb10cdb · audit A · 5,110 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 · 544 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 · 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:20261011.a7732fd · audit A · 450 stars
implement SKILL.md skill
tobihagemann/turbo · codex/skills/implement/SKILL.md · Load code-style and task-specific skills, make the change described by the current context, then run…
git:20261005.11266a2 · audit A · 414 stars
implement SKILL.md skill
tobihagemann/turbo · claude/skills/implement/SKILL.md · Load code-style and task-specific skills, make the change described by the current context, then run…
git:20261005.11266a2 · audit A · 414 stars
implement SKILL.md skill
asymmetric-al/core · .agents/skills/implement/SKILL.md · Implement a piece of work based on a spec or set of tickets.
git:20260709.5ee8b28 · audit A · 379 stars

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