Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/Ashkaan/contextiumnpx agentmods add skills/ashkaan/contextium/projectWrote 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/ashkaan/contextium/project)<a href="https://agentmods.dev/skills/ashkaan/contextium/project"><img src="https://agentmods.dev/badge/skills/ashkaan/contextium/project/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/ashkaan/contextium/project"><img src="https://agentmods.dev/badge/skills/ashkaan/contextium/project.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 6 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Agent Snooping · line 8 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 18 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 9 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 19 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 10 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 20 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00137 | $0.11669 |
| Opus 5.5 | $0.00055 | $0.04668 |
| Sonnet 5.5 | $0.00027 | $0.02334 |
| Haiku 4.5 | $0.00014 | $0.01167 |
Grade A, and why
project 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 6d 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 — 462 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/project — the project entry point
/project is the single entry point for project work. It composes the loop's three verbs (think → do → wrap) into one skill that picks the right action based on what you asked and what stage the project is in.
The index render lives here rather than in a skill of its own because a cross-skill dispatch boundary is where the agent loses the thread: orchestration overhead causes the second skill's instructions to be skipped. Folding eliminates the boundary; the index-render is step-0.5-render-index here.
Critical
- Goal-alignment ALWAYS comes first when the think flow runs. The think flow's
think-step-0-goal-alignmentproduces (goal in plain language + simplest mechanism + explicit ask "does this match?") and MUST wait for explicit user approval before context-load, design, or SPEC writing. Silence is NOT approval. Skipping this is the single most expensive mistake the loop makes: a goal or shape mismatch caught here costs one turn, and caught after the build it costs the rebuild. This step is not the whole enforcement: it only reaches sessions that enter/project,/specor/implement, and most task-shaped work does not. No hook covers the sessions it does not reach, so outside this step the gate holds by judgment alone. - SPEC writing + machine review live in
/spec, not here. Perthink-step-4-dispatch-spec,/projectdoes the thinking (goal-alignment → context-load → explore → design → row split → categorize) then hands the design to/spec, which writes one spec folder per designed roadmap row, dispatches/spec-audit(reviewer consensus + spirit-check), folds findings, and auto-closes./projectnever writes the SPEC itself and never runs the machine review. The user is NEVER the first reviewer — the SPEC is machine-audited before it lands, because a plan presented raw ships the findings a reviewer would have caught in one pass. Each artifact has exactly ONE machine reviewer: SPECs get/spec-audit(inside/spec); shipped diffs get/implement-audit(inside/implement). One artifact type means one machine reviewer per artifact-write. - No copy-paste-command outputs as the default. When the router lands on
ready-to-implementin a short session, INVOKE/implement [slug]inline — do not tell the user to paste a command. The only acceptable copy-paste output is the long-session fresh-tab handoff (seestep-2-turn-count-gate), and only because/implement's fresh-context boundary is load-bearing: a session that wrote the plan defends it mid-build instead of judging it. - Stage detection is a script result, not a judgment. Run
scripts/detect-stage.tsto get the stage; don't infer from prose. - Credentials in plans must resolve to a named secret-store item + field BEFORE plan-review. "From the key or whatever app Y uses" is a
AGENTS.md § Standards → Read before assertingviolation. Resolve the item's name + field (and its id, where the store has one) duringthink-step-2-exploreby reading the store or the repo's credential helper, and cite it explicitly in the plan. A plan naming a credential nobody looked up names one that may not exist. - Standards made incorrect by the SPEC's work are in-scope for the same commit. If shipping the SPEC's work makes any statement in an
AGENTS.md— the root one or a folder's — (or any other standing rule the repo keeps) wrong, it MUST be amended in the same commit. Enumerate "standards made incorrect" as part ofthink-step-3-design. Deferring the amendment to a follow-up iteration is the deferral patternAGENTS.md § Standards → No deferralforbids. - Blank-mode: paste the generator output INTO your response. After
step-0.5-render-indexruns Bash, the captured stdout is in your context but NOT yet visible to the user. Many harnesses render the Bash tool card collapsed — a one-line chip with a disclosure arrow, no output body. So stdout left in the tool card has reached nobody; "ran the generator" is not the deliverable, the user reading the index in your reply IS. Paste it verbatim:buildCompactemits finished markdown, so there is no formatting judgment left to make — reformatting it is how the paste turns into a summary. Self-check before sending: does the reply text literally contain the project rows? The failure this prevents is the agent running the generator and then asking "which one to start?" of a user who cannot see the list.
What ships with it
14 files 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.
- references/templates/README.md 3.1 KB
- references/templates/ROADMAP.md 1.9 KB
- references/templates/SOURCE.md 1.4 KB
- references/think-flow-deep.md 6.2 KB
- scripts/check-staleness.test.ts 9.6 KB runs code
- scripts/check-staleness.ts 12 KB runs code
- scripts/detect-stage.test.ts 17 KB runs code
- scripts/detect-stage.ts 15 KB runs code
- scripts/find-project.test.ts 4.2 KB runs code
- scripts/find-project.ts 5.3 KB runs code
- scripts/parse-arg-mode.test.ts 2.6 KB runs code
- scripts/parse-arg-mode.ts 2.9 KB runs code
- scripts/render-index.test.ts 8.8 KB runs code
- scripts/render-index.ts 11 KB runs code
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.
- 6d ago Changed · +7 lines 66445981fafe
- 17d ago Changed · +4 lines d033b0bae1c6
- 20d ago Changed · +1 lines cb7c739b95f2
- 21d ago Changed · +172 lines · +8 tokens per session 28efea8232a1
- 22d ago Changed · -4 lines · -1 tokens per session acda67983c16
- 1mo ago Changed 0ada437c13bf
- 1mo ago First seen · 282 lines · 130 tokens per session scan A ee7791383dc9
project is a skill published in the GitHub repository Ashkaan/contextium (36 stars, last pushed 6d ago), licensed MIT. It adds 137 tokens to every session and 11,669 once invoked, about $0.0005 per session on Opus 5.5. 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 2026-08-30.
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