Agent skill

Implement

by agentii-ai in agentii-ai/agentii-investment-intelligence

Apache-2.0Auto-check passedEducation

Install Implement

skills CLI

$ npx skills add agentii-ai/agentii-investment-intelligence --skill implement -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install agentii-ai/agentii-investment-intelligence implement --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/vertical-plugins/scenarios/skills/agentii/implement .claude/skills/implement && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "implement" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/scenarios/skills/agentii/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

$skill-installer install https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/scenarios/skills/agentii/implement

Type 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.

skills CLI

$ npx skills add agentii-ai/agentii-investment-intelligence --skill implement -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install agentii-ai/agentii-investment-intelligence implement --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/vertical-plugins/scenarios/skills/agentii/implement .agents/skills/implement && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "implement" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/scenarios/skills/agentii/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.

skills CLI

$ npx skills add agentii-ai/agentii-investment-intelligence --skill implement -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install agentii-ai/agentii-investment-intelligence implement --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/vertical-plugins/scenarios/skills/agentii/implement .cursor/skills/implement && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "implement" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/scenarios/skills/agentii/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

$ gemini skills install https://github.com/agentii-ai/agentii-investment-intelligence.git --path plugins/vertical-plugins/scenarios/skills/agentii/implement

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add agentii-ai/agentii-investment-intelligence --skill implement -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install agentii-ai/agentii-investment-intelligence implement --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/vertical-plugins/scenarios/skills/agentii/implement .gemini/skills/implement && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "implement" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/scenarios/skills/agentii/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.

GitHub CLI

$ gh skill install agentii-ai/agentii-investment-intelligence implement

Installs 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).

skills CLI

$ npx skills add agentii-ai/agentii-investment-intelligence --skill implement -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/vertical-plugins/scenarios/skills/agentii/implement .github/skills/implement && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "implement" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/scenarios/skills/agentii/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.

skills CLI

$ npx skills add agentii-ai/agentii-investment-intelligence --skill implement -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install agentii-ai/agentii-investment-intelligence implement --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/agentii-ai/agentii-investment-intelligence.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/vertical-plugins/scenarios/skills/agentii/implement .opencode/skills/implement && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "implement" agent skill from https://github.com/agentii-ai/agentii-investment-intelligence/tree/main/plugins/vertical-plugins/scenarios/skills/agentii/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.

Facts

Skill name: implement
GitHub stars: 207
Used in: 1 other repo
Token cost: ~583 tokens
SKILL.md length: 156 words
Files: 2 (incl. references)
Skills in repo: 79
Repo updated: Sep 29, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Works in 4 steps: Checklist soft gate (Q29): scan… → Budget check (Q58): budget{max_tasks,… → Resume matrix (Q56): absent → run; valid… → …
Tasks that involve Essays and academic help
SKILL.md covers Before dispatch, During dispatch and Invocation
Calls python3

What it does

Implement is an agent skill from agentii-ai/agentii-investment-intelligence. Execute research tasks — checklist soft gate, phase dispatch with explicit thesisdir, budget enforcement (halt + approval card on overrun), skillpin recording (versionhash content-hashed per skill directory), [x] written on completion.

Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/modes.md`).

It sits in Education, covering Essays and academic help. The repository describes itself as: Claude-type skills for institutional equity research — 25 AI agent skills with SEC filings, XBRL financials, earnings calendars, DCF/comps/LBO models, and PPT generation. Powered… The licence is Apache-2.0.

When your agent uses it

Tasks that involve Essays and academic help

Example prompts

“/implement”

Requirements

Python 3

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

Checklist soft gate (Q29): scan checklists/*.md; on unchecked items, stop
Budget check (Q58): budget{max_tasks, max_retries_per_task} — exceeding
Resume matrix (Q56): absent → run; valid FR-090 → skip; corrupted →
thesis_dir passed explicitly (Q37) — no singleton pointer; cwd fallback is

What it can do on your machine

Read from SKILL.md and the folder at commit 86980e1. It shows what the files ask for, not the result of running them.

Tool permissions
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.
Runs code
Shell commands in SKILL.md call:
- python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Implement loads about 583 tokens when it runs, and up to ~705 if it reads all its reference files. Until then it costs about 62 tokens; SKILL.md has 156 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~62
When it runs · the whole SKILL.md, loaded when a task matches: ~583
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~705

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.

Safety

Auto-check passed

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from agentii-ai/agentii-investment-intelligence at commit 86980e1, republished under its Apache-2.0 licence (© agentii-ai). 156 words, ~583 tokens.

Download SKILL.mdSave it as .claude/skills/implement/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.

name: implement
description: Execute research tasks — checklist soft gate, phase dispatch with explicit thesis_dir, budget enforcement (halt + approval card on overrun), skill_pin recording (version_hash content-hashed per skill directory), [x] written on completion.
role: kit
market_data_stage: none

agentii.implement

Before dispatch

Checklist soft gate (Q29): scan checklists/*.md; on unchecked items, stop and ask — the human may proceed (it is a soft gate, not a hard block).
Budget check (Q58): budget{max_tasks, max_retries_per_task} — exceeding halts with a Q39 approval card; never a silent overrun. The dispatcher checks budget first, max_in_flight second (Q82).
Resume matrix (Q56): absent → run; valid FR-090 → skip; corrupted → --resume; stale → leave for converge. The filesystem IS the checkpoint.
thesis_dir passed explicitly (Q37) — no singleton pointer; cwd fallback is human-only and journaled.

During dispatch

Cross-vertical handoff passes artifact paths, never content (Q13 rule 3).
skill_pin: {skill_name: version_hash} recorded before the first task (version_hash = content hash of SKILL.md + references/); a version change mid-thesis uses the new version and appends the new hash (Q57).
[x] written on completion — display-only; converge never reads it.

Invocation

bash

# Resolve the kit root first — contracts/kit-root.md. The kit's scripts do NOT ship
# with the skills, so never assume the CWD is the checkout.
KIT=""
for c in "${AGENTII_KIT_ROOT:-}" \
         "$(cat "$HOME/.claude/skills/agentii/.kit-root" 2>/dev/null)" \
         "${CLAUDE_PLUGIN_ROOT:-}"; do
  [ -n "$c" ] && [ -f "$c/scripts/agentii_cmd.py" ] && { KIT="$c"; break; }
done
if [ -z "$KIT" ]; then d="$PWD"; while [ "$d" != "/" ]; do
  [ -f "$d/scripts/agentii_cmd.py" ] && { KIT="$d"; break; }; d="$(dirname "$d")"; done; fi
[ -n "$KIT" ] || { echo "agentii kit not found — see contracts/kit-root.md" >&2; exit 1; }

python3 "$KIT/scripts/dispatch.py" --thesis-dir theses/001-ai-semiconductors --task "NVDA recent-quarter default" --journal theses/001-ai-semiconductors/shards/run1.ndjson

Gate 4 (before mass dispatch, consequential — never delegable) shows budget and parallelism; it must attach a budget estimate.

Files

SKILL.md and 1 other file (references) in plugins/vertical-plugins/scenarios/skills/agentii/implement of agentii-ai/agentii-investment-intelligence.

SKILL.md
references/modes.md

Open the folder on GitHubat commit 86980e1

Used in 1 other repository

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 agentii-ai/agentii-investment-intelligence, which our catalogue first saw on October 7, 2026.

majiayu000/claude-skill-registryskills/bash/implement

Compare with similar skills

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.

Implement compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Implement this skillagentii-ai/agentii-investment-intelligence	207	1 repos	~583	Automated safety check: Pass	Apache-2.0	9 days ago
Academic Paper StrategistAAASS554/codex-academic-paper-skills	539	1 repos	~2.7k	Automated safety check: Pass	MIT	3 mo ago
Modeling Paper Rubric and Model Selectoryushui2022/MathModel-Skill	452	1 repos	~1.8k	Automated safety check: Pass	MIT	yesterday
Humanities Thesisganzhi-black/humanities-thesis-skill	630	—	~1.7k	Automated safety check: Pass	MIT	5 mo ago
Skill Thesis Writeryanlin-cheng/skill-thesis-writer	207	—	~1.6k	Automated safety check: Pass	Custom licence	5 mo ago
Thesis CreatorStars-OC/thesis-creator	228	—	~2.8k	Automated safety check: Pass	MIT	4 mo ago

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Decompose the plan into research tasks — one task per ticker × skill × mode, grouped by pillar, [P]-marked by the different-files-and-no-incomplete-deps rule, with source-refs.
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Challenge
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Questions about Implement

What does Implement do?

Execute research tasks — checklist soft gate, phase dispatch with explicit thesisdir, budget enforcement (halt + approval card on overrun), skillpin recording (versionhash content-hashed per skill…. Implement is an agent skill from agentii-ai/agentii-investment-intelligence. Execute research tasks — checklist soft gate, phase dispatch with explicit thesisdir, budget enforcement (halt + approval card on overrun), skillpin recording (versionhash content-hashed per skill directory), [x] written on completion.

When should I use Implement?

Implement fits situations like: tasks that involve Essays and academic help.

How do I install Implement in Claude Code?

Run `npx skills add agentii-ai/agentii-investment-intelligence --skill implement -a claude-code`. Or copy the skill folder (plugins/vertical-plugins/scenarios/skills/agentii/implement in agentii-ai/agentii-investment-intelligence) into .claude/skills/implement in your project. Claude Code loads it when a task matches its description.

How do I install Implement in Codex?

Run `npx skills add agentii-ai/agentii-investment-intelligence --skill implement -a codex`. Or copy the skill folder (plugins/vertical-plugins/scenarios/skills/agentii/implement in agentii-ai/agentii-investment-intelligence) into .agents/skills/implement in your project. Codex loads it when a task matches its description.

Can I use Implement in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add agentii-ai/agentii-investment-intelligence --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.

What does Implement need to run?

Going by SKILL.md and its folder, Implement needs the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Implement access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Implement safe to install?

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. Review the folder before installing.

What licence does Implement use?

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.

How many tokens does Implement use?

About 583 tokens (SKILL.md is roughly 2.3k 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 122 tokens, read only when the agent opens those files.

What are the alternatives to Implement?

Skills that share tags, products or a category with Implement: Academic Paper Strategist (AAASS554/codex-academic-paper-skills, 539 stars), Modeling Paper Rubric and Model Selector (yushui2022/MathModel-Skill, 452 stars), Humanities Thesis (ganzhi-black/humanities-thesis-skill, 630 stars) and Skill Thesis Writer (yanlin-cheng/skill-thesis-writer, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Implement?

agentii-ai (a GitHub user) maintains it in agentii-ai/agentii-investment-intelligence, which has 207 GitHub stars. The repository holds 79 skills in this directory. The repository was last updated on September 29, 2026.

Source: agentii-ai/agentii-investment-intelligence on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Implement

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

agentii.implement

Before dispatch

During dispatch

Invocation

Files

Used in 1 other repository

Compare with similar skills

Similar skills

More from agentii-ai/agentii-investment-intelligence

Related

Questions about Implement