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.
npx agentmods add skills/generous-corp/pulp/agent-capabilitiesnpx skills add Generous-Corp/pulp --skill agent-capabilitiesgit clone --depth 1 https://github.com/Generous-Corp/pulpWrote 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/skills/generous-corp/pulp/agent-capabilities)<a href="https://agentmods.dev/skills/generous-corp/pulp/agent-capabilities"><img src="https://agentmods.dev/badge/skills/generous-corp/pulp/agent-capabilities.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00081 | $0.11503 |
| Opus 5 | $0.00041 | $0.05751 |
| Sonnet 5 | $0.00016 | $0.02301 |
| Haiku 4.5 | $0.00008 | $0.01150 |
Grade C, and why
agent-capabilities scanned grade C with 2 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 today.
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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
find tools -name __pycache__ -type d -exec rm -rf {} + Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
b=json.loads(subprocess.run(['git','show','origin/main:tools/agent-capabilities/contract-history.json'], How it starts
The opening of the file, as written. The whole thing — 915 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Capabilities
Maintain three related artifacts:
agent-capabilities.jsonis the installed consumer contract: curated keys, versions, digests, status, evolution, typed C++ bindings, and partial-coverage semantics.agent-capability-surface.jsonis the maintenance ledger: every public header in the covered roots, its byte fingerprint, and its reviewed disposition.tools/agent-capabilities/contract-history.jsonis the repository-only, append-only evolution history checked against the protected Git tip. Shallow GitHub Actions checkouts fetch the immutable event base SHA when necessary.
The consumer manifest, its schema, and the handoff schema install into the SDK.
Official release packaging stamps agent-capability-handoff.json only after
installation; it binds the exact SDK source SHA and platform to the installed
importer's SHA-256 plus the installed manifest's exact content and byte hash.
The release archive verifier must require and revalidate that identity at the
configured capability-handoff floor. The surface ledger, surface schema, legacy
baseline, and contract history are maintenance artifacts and must not be
installed.
When adding an installed SDK library in PulpInstallRules.cmake, register its
archive stem in release_product_matrix.json and classify every newly covered
public header here in the same change. A successful CMake export alone does not
prove the release archive or installed agent-capability contract is complete.
Keep both separate from the unified runtime control platform. This contract may describe what an SDK can design or generate; it must never contain runtime operations, grants, policy, risk decisions, instances, activation, sessions, revocation, or receipts.
pulp authority list|query is the routing-only navigator across this and the
other bounded machine authorities. For design-time capability questions it
must point to agent-capabilities.json and this manifest checker; it must not
copy capability rows into authority-navigation.json, treat an absent key as
unsupported, or infer any live state. In a source checkout it binds its answer
to the checkout registry. In a downstream project it resolves the exact SDK
selected by pulp.toml without materializing it; otherwise an SDK-installed
CLI may bind to its adjacent share/pulp/authority-navigation.json.
Source-only routes report unavailable, and a missing selected SDK never falls
back to another installed version.
The standalone CLI-only release archive has no SDK registry and must fail
clearly rather than search another checkout or SDK. A reported
query_or_validator is descriptive guidance only and is never executed by the
navigator.
The installed SDK also ships canonical runtime-control headers, CMake helpers,
and control-authoring examples. Their presence in the same install tree does
not make them agent-capability rows: keep runtime-control operations and policy
out of agent-capabilities.json, and keep the capability surface ledger focused
on the design-time public-header contract.
The A3 GPU startup-health surface is a concrete example. The installed
ControlGpuHealthProvider, ControlGpuHealthViewAdapter,
ControlGpuHealthReadExecutor, and pulp.gpu-health-read-result.v1 types are
runtime control plumbing. Do not add dev.pulp.gpu/health.read@1, its grants,
instances, receipts, measurement campaigns, or B4 disposition to
agent-capabilities.json. A public-header ledger classification, where one is
required by the covered roots, records only that the header was reviewed; it
must not turn this runtime operation into a generator-facing design capability.
The checkout-only gpu_first_visible_a3_campaign.py runner is also runtime
acceptance tooling, not an installed SDK capability: do not add its adapter
request/receipt schemas, 10+10 lifecycle ledger, or source-binding receipt to
the design-time capability catalog.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- today First seen · 915 lines · 81 tokens per session scan C c82d38421302
agent-capabilities is a skill published in the GitHub repository Generous-Corp/pulp (16 stars, last pushed today), licensed MIT. It adds 81 tokens to every session and 11,503 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it C with 2 findings (recursive force delete, runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
chronicle
Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…
imagegen
Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output…
chat-pet-sprite-creation
Use when creating or changing VS Code chat pet sprite art, sprite sheets, state animations, eye treatments, Stable/Insiders variants, or pet transitions under src/vs/workbench/contrib/chat/browser/widget/media/chatPet.
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…