Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/Abilityai/abilitiesWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/plugins/abilityai/abilities/agent-dev)<a href="https://agentmods.dev/plugins/abilityai/abilities/agent-dev"><img src="https://agentmods.dev/badge/plugins/abilityai/abilities/agent-dev/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/plugins/abilityai/abilities/agent-dev"><img src="https://agentmods.dev/badge/plugins/abilityai/abilities/agent-dev.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
agent-dev scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
{
"name": "agent-dev",
"description": "Develop and extend existing agents — add skills, memory systems, GitHub Issues development workflow (backlog, roadmap, groom, claim, autoplan, commit, sprint, work-loop — standalone skills the add-backlog installer copies), cross-actor project management — GitHub-tracked or internal task files per project (project-init / project-task / project-steward / project-reconcile / project-intake / project-status — standalone skills configured by the standard's §0 block, copied by the add-project-management and add-orchestrator installers alike; both families are mirrored into the trinity-skills library for assignment on Trinity), long-running multi-stage pipelines (add-pipeline + heartbeat / status / recover / pause / resume runtime skills), system-aware orchestration (add-orchestrator — discover / compose / orchestrate a multi-agent system via Trinity's SystemManifest), a shared canonical-data layer (add-canon — a fleet canon repo with publish / consume / reconcile / doctor runtime skills and per-counterpart relations memory; add-canon-lint — deterministic consistency linting of the canon repo: two-zone schema, one-home-per-key facts, CI on every push), and fleet analysis + migration (agent-fleet-analysis — scan directories of agents in any paradigm, score fleet maturity / migration readiness, recommend a fleet architecture, map every gap to an installable marketplace skill, and emit a PDF report plus an agent-executable markdown work order; agent-fleet-migrate — execute that work order non-destructively: copy sources into a fresh workspace, extract logic per paradigm (n8n nodes / framework code / freeform prompts), delegate every fix to a named marketplace skill, verify each copy through the review gate, and report the before/after maturity delta with a gated Trinity deploy offer)",
"version": "1.22.3",
"author": {
"name": "Ability.ai",
"email": "[email protected]"
},
"homepage": "https://github.com/abilityai/abiWhat it installs
The manifest is a name and a version. 47 skills travel with it, and installing the plugin installs all of them — 2,340 tokens a session between them. Each is measured on its own page, and each can be installed alone.
- Skill project-steward A 168 tokens
- Skill add-canon A 211 tokens
- Skill add-pipeline A 84 tokens
- Skill agent-fleet-migrate A 110 tokens
- Skill project-task A 113 tokens
- Skill add-canon-lint A 167 tokens
- Skill project-intake A 110 tokens
- Skill project-reconcile A 110 tokens
- Skill project-status A 106 tokens
- Skill project-plan A 32 tokens
- Skill validate-pipeline A 55 tokens
- Skill add-memory A 24 tokens
- Skill add-pipeline-instance A 57 tokens
- Skill autoplan A 25 tokens
- Skill commit A 23 tokens
- Skill work-loop A 31 tokens
- Skill backlog A 18 tokens
- Skill setup-projects A 16 tokens
- Skill claim A 20 tokens
- Skill roadmap A 24 tokens
- Skill setup-brain A 16 tokens
- Skill setup-memory A 11 tokens
- Skill sprint A 25 tokens
- Skill close A 27 tokens
- Skill create-project A 12 tokens
- Skill find-connections A 12 tokens
- Skill memory-jq A 14 tokens
- Skill setup-index A 18 tokens
- Skill update-memory A 13 tokens
- Skill archive-project A 9 tokens
- Skill create-note A 15 tokens
- Skill create-session A 12 tokens
- Skill load-memory A 12 tokens
- Skill search-brain A 13 tokens
- Skill refresh-index A 11 tokens
- Skill create-playbook B 25 tokens
- Skill agent-fleet-analysis B 120 tokens
- Skill adjust-playbook B 37 tokens
- Skill project-init B 139 tokens
- Skill search-files A 14 tokens
- Skill skill-name A 18 tokens
- Skill skill-name A 18 tokens
- Skill add-git-sync B 43 tokens
- Skill add-pipeline-stage B 46 tokens
- Skill groom B 26 tokens
- Skill add-orchestrator D 87 tokens
- Skill install-github-backlog D 43 tokens
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago Changed 95b34a2f62ed
- 6d ago Changed 1541939e6a38
- 7d ago Changed 1374d12d527c
- 9d ago Changed f888c5782950
- 11d ago Changed 8175f4fa4b93
- 15d ago Changed · -3 lines 94aec0f45297
- 16d ago Changed · +3 lines 2e5033e32b5d
- 24d ago Changed 0aff43852a64
- 26d ago Changed f67e2beeaf2d
- 29d ago First seen · 68 lines scan A 23defd4b6cfd
agent-dev is a plugin published in the GitHub repository Abilityai/abilities (12 stars, last pushed 3d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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