implement SKILL.md skillA

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:20261026.1b5f59a

Pins git:20261026.1b5f59a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
boshu2/agentops
Path
skills/implement/SKILL.md
Versions recorded
19
Latest version
git:20261026.1b5f59a, committed Oct 26, 2026
First version recorded
Sep 9, 2026
Size
12,075 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; a clear edit needs no Plan first. Implement owns source changes
and factual checks. Read changed paths from Git (`git status --porcelain`,
`git diff --name-only <base>`), never from memory;
`ao provenance manifest --root <repo>` with one `--include <path>` per declared
path digests only the paths you declare and runs no Git. Copy check results from the command output.

## 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; nor change what the check runs against: code that acts
  differently under test or CI, a newly silenced failure path, or a check made
  non-blocking or skipped. 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
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add boshu2/agentops/implement@sha256:9e2fb10b03fcc267

The line at the top of this page pins the label git:20261026.1b5f59a, 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_ohc2m6x6ofzlptye.svg)](https://markdownregistry.com/a/art_ohc2m6x6ofzlptye)

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

Versions

The registry has recorded 19 versions of this file, between Sep 9, 2026 and Oct 26, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20261026.1b5f59a latest2026-10-26 1b5f59a 12,075 BA view · diff
git:20261025.a3768842026-10-25 a376884 11,788 BA view · diff
git:20261022.0ffc1082026-10-22 0ffc108 12,745 BA view · diff
git:20261021.71bc1e42026-10-21 71bc1e4 12,348 BA view · diff
git:20261021.b54da622026-10-21 b54da62 10,129 BA view · diff
git:20261011.a7732fd2026-10-11 a7732fd 9,226 BA view · diff
git:20261005.4fda2942026-10-05 4fda294 9,069 BA view · diff
git:20261003.62834b12026-10-03 62834b1 8,566 BA view · diff
git:20260926.482dc042026-09-26 482dc04 8,373 BA view · diff
git:20260922.9b259832026-09-22 9b25983 8,360 BA view · diff
git:20260922.7eaad812026-09-22 7eaad81 8,359 BA view · diff
git:20260911.e6a1b0f2026-09-11 e6a1b0f 8,005 BA view · diff
git:20260911.66323ac2026-09-11 66323ac 7,658 BA view · diff
git:20260911.c6558502026-09-11 c655850 7,399 BA view · diff
git:20260910.9eb4aed2026-09-10 9eb4aed 5,439 BA view · diff
git:20260910.3b9a68e2026-09-10 3b9a68e 4,668 BA view · diff
git:20260909.600c2eb2026-09-09 600c2eb 4,529 BA view · diff
git:20260909.6f499fb2026-09-09 6f499fb 6,828 BA view · diff
git:20260909.e1fae0d2026-09-09 e1fae0d 6,664 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 (12075 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 2026-10-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ohc2m6x6ofzlptye
GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/implement
GET https://markdownregistry.com/api/v1/blob/9e2fb10b03fcc2677bda41afdfa3bd0140ca9fb4196f81339cf62e16d18825e2

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:20261021.171baa2 · 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:20261021.171baa2 · audit A · 450 stars
AGENTS.md@cli/internal/goals AGENTS.md file
boshu2/agentops · cli/internal/goals/AGENTS.md
git:20261023.37429a6 · 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:20261026.1b5f59a · 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:20261028.c48fd4a · audit A · 5,433 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
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
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 · 417 stars

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