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 skills add rse/ase --skill ase-spec-activategit clone --depth 1 https://github.com/rse/aseWrote 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/rse/ase/ase-spec-activate)<a href="https://agentmods.dev/skills/rse/ase/ase-spec-activate"><img src="https://agentmods.dev/badge/skills/rse/ase/ase-spec-activate/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/skills/rse/ase/ase-spec-activate"><img src="https://agentmods.dev/badge/skills/rse/ase/ase-spec-activate.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00157 | $0.02276 |
| Opus 5 | $0.00078 | $0.01138 |
| Sonnet 5 | $0.00031 | $0.00455 |
| Haiku 4.5 | $0.00016 | $0.00228 |
Grade A, and why
ase-spec-activate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 206 lines — stays where its author put it; the contents beside it link to each section on GitHub.
@${CLAUDE_SKILL_DIR}/../../meta/ase-control.md @${CLAUDE_SKILL_DIR}/../../meta/ase-skill.md @${CLAUDE_SKILL_DIR}/../../meta/ase-getopt.md
@${CLAUDE_SKILL_DIR}/../../meta/ase-format-meta.md @${CLAUDE_SKILL_DIR}/../../meta/ase-format-spec.md @${CLAUDE_SKILL_DIR}/../../meta/ase-tenets.md
Procedure
This skill is plan-less and read-mostly: it never composes or
persists a task plan and MUST NOT call ase_task_save(...). It
only loads know-how into the context and answers an optional query.
It modifies SPEC artifacts only when the query explicitly asks for
an ad-hoc change, and it never touches the artifact kinds CODE,
DOCS, TASK, INFR, and OTHR.
-
Initialize:
Set (with any leading and trailing whitespace stripped). Do not output anything.
-
Activate Format:
The SpecBook format contract is already loaded into the context through the included
ase-format-spec.md(and its nestedase-format-specbook.md). Internalize it now: the object kinds, the object ids and{{<id/>}}anchors, the[[xxx]]references, the, BECAUSErationale split, the Complex/Concise/Grouped format variants, and theCreated:/Modified:frontmatter block. Do not output anything. -
Activate Schema:
-
Set to the list of file paths constituting the SpecBook SCHEMA Model of the project (resolved as described in
ase-format-spec.md), each annotated withstandardfor the bundled schema orcustomfor a project-specific one. Do not output anything.
-
-
Activate Artifacts:
Resolve the
SPECartifacts by calling thease_artifact_list(kind: [ "spec" ])tool of theaseMCP server once and reading the returnedartifactsarray of{ kind, files }objects. Set to the project-relative file list and to its length. Do not read the artifacts themselves in this step. Do not output anything. -
Report Activation:
Only output the following :
SCHEMA: (one
<file/>(standard|custom) entry per line, aligned) SPEC:<ase-spec-basedir/>( artifacts) -
Answer Query:
Serve ad-hoc under the Activated Behavior below: read the
SPECartifacts of which are related to , resolve their[[xxx]]references across artifacts, and answer the query grounded in the specification content, citing the artifact file and object id of every statement you rely on. If asks for a change, apply it as an ad-hoc modification according to the Activated Behavior. Set to the resulting answer and only output the following :
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 Changed · +2 lines 7621fbe4c5a7
- 3d ago First seen · 204 lines · 157 tokens per session scan A 078be1f261ac
ase-spec-activate is a skill published in the GitHub repository rse/ase (52 stars, last pushed today), licensed Apache-2.0. It adds 157 tokens to every session and 2,276 once invoked, about $0.0008 per session on Opus 5. 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 2026-09-08.
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