Implement
sickn33/agentic-awesome-skills
Implement a piece of work based on a PRD or set of issues. An agent skill from sickn33/agentic-awesome-skills.
Change or repair code, config or services without weakening tests; report what ran and what did not.
$ npx skills add boshu2/agentops --skill implement -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install boshu2/agentops implement --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/implement .claude/skills/implement && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "implement" agent skill from https://github.com/boshu2/agentops/tree/main/skills/implement into .claude/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/boshu2/agentops/tree/main/skills/implementType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add boshu2/agentops --skill implement -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install boshu2/agentops implement --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/implement .agents/skills/implement && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "implement" agent skill from https://github.com/boshu2/agentops/tree/main/skills/implement into .agents/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add boshu2/agentops --skill implement -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install boshu2/agentops implement --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/implement .cursor/skills/implement && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "implement" agent skill from https://github.com/boshu2/agentops/tree/main/skills/implement into .cursor/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/boshu2/agentops.git --path skills/implement--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add boshu2/agentops --skill implement -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install boshu2/agentops implement --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/implement .gemini/skills/implement && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "implement" agent skill from https://github.com/boshu2/agentops/tree/main/skills/implement into .gemini/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install boshu2/agentops implementInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add boshu2/agentops --skill implement -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/implement .github/skills/implement && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "implement" agent skill from https://github.com/boshu2/agentops/tree/main/skills/implement into .github/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add boshu2/agentops --skill implement -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install boshu2/agentops implement --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/implement .opencode/skills/implement && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "implement" agent skill from https://github.com/boshu2/agentops/tree/main/skills/implement into .opencode/skills/implement/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "implement", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
implementChange or repair code, config or services without weakening tests; report what ran and what did not.
Implement is an agent skill from boshu2/agentops. 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.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `references/operations.md`, `references/scaffold/agent-facing-tool-scaffolds.md` and `references/scaffold/generic-templates.md`).
The repository describes itself as: DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each change judged by a context that didn't write it. The licence is Apache-2.0.
8 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3bdbfed. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
github.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Implement loads about 2.3k tokens when it runs, and up to ~6.7k if it reads all its reference files. Until then it costs about 41 tokens; SKILL.md has 1,056 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from boshu2/agentops at commit 3bdbfed, republished under its Apache-2.0 licence (© boshu2). 1,056 words, ~2,268 tokens.
.claude/skills/implement/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.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.
For authorized service operations, load only the relevant procedure from operations methods (reliability, delivery, incident recovery, resilience, toil); ordinary edits owe no operations phase.
subject-manifest.v1 (AgentOps schema
schemas/subject-manifest.v1.schema.json) over the complete final subject
before judgment; an independently judged increment needs its own manifest.
Do not generate both merely because work was delegated.ao provenance evidence-orphans --root <repo-root> with one --changed <path> per derived path, retain its actual output and refresh affected
bindings after repairs. Without ao, list the orphan scan under not run.
Never invent or suppress the orphan list.Keep full logs at their source; do not duplicate inventories or status documents.
changed: <runtime-derived paths>; identity: <commit or content digests>
checks: <exact command> -> <result>, one per line; before and after for a behavioral change
not run: <check> -> <reason>; "none" only when every relevant check ran
consumers: <file:line> -> <covering check, or "uncovered">
gaps: <missing or truncated evidence, known failures, scope amendments needed>Report an uncovered live consumer for a caller scope amendment and continue independent authorized work. Generated companions already included as scope require no new approval. Acceptance changes always require caller authority.
For an unexplained failure, first match the reported symptom and reduce the reproduction. State one causal prediction, test it with a discriminating check, and repair the cause supported by the result. Rerun the original scenario. Do not keep collecting hypotheses after the cause is understood. This compact diagnosis path is informed by Matt Pocock's engineering skills.
When scaffolding is the requested change, start from the repository's existing layout and a working vertical slice. See scaffold references only for the relevant tool shape, and generic scaffold examples when the repository has no suitable pattern. Avoid placeholder success paths and a new framework for a one-off operation.
Prefer current-session execution. If delegation is authorized and useful, partition independent writes in isolated workspaces; shared generators and integration serialize. Supply each lane its intent, acceptance, scope and review owner, then integrate its exact content and check facts. A selected wave ends with the caller-requested wave result; do not invent another wave. One fresh review of the integrated candidate can cover unjudged increments; when the integrator owns that review, workers return their handoff without commissioning another. Preserve any separately required lane judgments; a successful process exit is not semantic PASS. Agent Native supplies optional dispatch mechanics.
An explicitly requested one-shot adapter dispatches each supplied operation once, reports its output or error, and stops. Show dispatch count and failure reporting with a dry-run or fixture. It does not silently acquire a scheduler, retry controller or store. Factories require the caller's selection.
Specialists advise only. Known defects stay implementation work; a genuine causal stall permits at most one bounded fresh helper within caller authority. Respect remaining caller/native bounds and reserve finishing capacity; retries reset neither.
Return facts, not semantic PASS. An implement-only handoff does not authorize Git, tracker or delivery transitions; existing caller authority remains usable. A full outcome request finishes on its checks and CI. It continues to one fresh independent judgment only when the caller asks, a mistake cannot be cheaply undone after it lands, or no deterministic check covers the changed behavior. RPI is optional and explicitly selected. Success is working behavior with usable evidence, not volume of logs or process artifacts.
© boshu2, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 6 other files (scripts, references) in skills/implement of boshu2/agentops.
Open the folder on GitHubat commit 3bdbfed
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in boshu2/agentops, which our catalogue first saw on October 7, 2026.
Implement next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Implement this skillboshu2/agentops | 447 | 1 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Implementsickn33/agentic-awesome-skills | 47k | 5 repos | ~306 | Automated safety check: Pass | MIT | |
| Implementcodewhale-hq/Codewhale | 41k | — | ~190 | Automated safety check: Pass | MIT | |
| Openclaw Repair Sweepopenclaw/openclaw | 392k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Incremental Implementationaddyosmani/agent-skills | 103k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Implementbestofjs/bestofjs | 3.1k | 18 repos | ~109 | Automated safety check: Pass | MIT |
sickn33/agentic-awesome-skills
Implement a piece of work based on a PRD or set of issues. An agent skill from sickn33/agentic-awesome-skills.
codewhale-hq/Codewhale
Carry an authorized, defined request or approved plan through scoped edits and proportionate verification.
openclaw/openclaw
Run scoped OpenClaw issue/PR repair campaigns: coordinate workers, prove root causes, and land or close verified work under the requested authority.
addyosmani/agent-skills
Delivers a change in thin vertical slices, each implemented, tested, verified and committed before the next, using vertical, contract-first or risk-first slicing.
bestofjs/bestofjs
Implement a piece of work based on a spec or set of tickets.
Automattic/simplenote-android
End-to-end implementation workflow: plan, implement, verify, commit, and open a draft PR.
boshu2/agentops
Dispatch independent tasks to parallel workers or subagents without write collisions.
boshu2/agentops
Compare independent opinions from several models or contexts without inflating agreement.
boshu2/agentops
Draft or lint a bounded long-running goal prompt with a finish line and hard limits.
boshu2/agentops
Write or update READMEs, docs, repo instructions and handoff notes, checked against source.
boshu2/agentops
Brainstorm evidence-backed options for what to build, or stress-test an idea.
boshu2/agentops
Write, find or curate lessons and agent rules with stated evidence and limits.
Change or repair code, config or services without weakening tests; report what ran and what did not. Implement is an agent skill from boshu2/agentops. Change or repair code, config or services without weakening tests; report what ran and what did not.
Implement fits situations like: : implementing a change; fixing a defect.
Run `npx skills add boshu2/agentops --skill implement -a claude-code`. Or copy the skill folder (skills/implement in boshu2/agentops) into .claude/skills/implement in your project. Claude Code loads it when a task matches its description.
Run `npx skills add boshu2/agentops --skill implement -a codex`. Or copy the skill folder (skills/implement in boshu2/agentops) into .agents/skills/implement in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add boshu2/agentops --skill implement -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/implement, .gemini/skills/implement, .github/skills/implement and .opencode/skills/implement in your project.
Going by SKILL.md and its folder, Implement needs a shell for the scripts in its folder. Our summary lists: A Bash shell.
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Implement is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Implement: Implement (sickn33/agentic-awesome-skills, 47k stars), Implement (codewhale-hq/Codewhale, 41k stars), Openclaw Repair Sweep (openclaw/openclaw, 392k stars) and Incremental Implementation (addyosmani/agent-skills, 103k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
boshu2 (a GitHub user) maintains it in boshu2/agentops, which has 447 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 7, 2026.
Source: boshu2/agentops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.