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 joenandez/spectre --skill spectre-fix-coregit clone --depth 1 https://github.com/joenandez/spectreWrote 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/joenandez/spectre/spectre-fix-core)<a href="https://agentmods.dev/skills/joenandez/spectre/spectre-fix-core"><img src="https://agentmods.dev/badge/skills/joenandez/spectre/spectre-fix-core/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/joenandez/spectre/spectre-fix-core"><img src="https://agentmods.dev/badge/skills/joenandez/spectre/spectre-fix-core.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00045 | $0.00652 |
| Opus 5.5 | $0.00018 | $0.00261 |
| Sonnet 5.5 | $0.00009 | $0.00130 |
| Haiku 4.5 | $0.00005 | $0.00065 |
Grade A, and why
spectre-fix-core 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 1mo 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 — 46 lines — stays where its author put it; the contents beside it link to each section on GitHub.
fix-core
Purpose
Own the diagnostic phase of the bug flow: reproduce the failure, ground the root cause and behavioral blast radius, then return a source-faithful Execute handoff. Execute owns all code changes.
Inputs
- Bug report: error, stack trace, reproduction, and referenced context.
PHASE=diagnose.--orchestrated— withhold user-facing routing, never content.
Working Set
- Read affected paths and recent changes just-in-time.
- Invoking this workflow IS the user's request for subagent investigation: dispatch
@spectre_analystfor causal and impact traces. Keep returns compact and in-thread, with no scratch reports.
Outputs + DONE
Experience-contract rows map technical evidence to product behavior: journey/surface | current experience | expected experience | technical path/consumer | disposition=intended-change|preserved-invariant|collateral-change|unresolved | evidence | verification.
diagnose→DIAGNOSIS_READY: reproduction, root cause, affected files, candidate repair, evidence-backed experience contract, and regression/invariant opportunities; no code writes.
DONE when: root cause is grounded and its hypotheses were traced by dispatched analysts; the product and technical direct blast radius was independently explored after the candidate repair boundary was known; no row is unresolved; and the parent receives the diagnosis result.
Method / guardrails
- Diagnose. Generate 5–7 hypotheses; reduce to 1–2 via evidence/data-flow/changes/paths; dispatch parallel
@spectre_analysttraces; reproduce; synthesize one cause-level repair. - Explore product + technical impact. Once root cause and candidate repair boundary are grounded, dispatch ≥1 independent read-only
@spectre_analyst; parallelize separable product journeys or technical boundaries. Trace shared callers, state, and data paths through to user/operator-observable outcomes. Return compact experience-contract rows that explicitly identify experiences that change, remain invariant, or are unresolved; synthesize and deduplicate the results. - Honor phase.
diagnosereturnsDIAGNOSIS_READYbefore any code write. - Contain scope. Do not propose behavior beyond the reported repair boundary. An
unresolvedrow or a new experience-contract row returns to the user for clarification.
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.
- 1mo ago Changed · -9 lines · -2 tokens per session 6639104f2bb8
- 1mo ago Changed 43217fb646f8
- 2mo ago Changed · -2 lines 1f54b6680693
- 2mo ago First seen · 57 lines · 47 tokens per session scan A bc4b17ef53ee
spectre-fix-core is a skill published in the GitHub repository joenandez/spectre (164 stars, last pushed 1mo ago), licensed MIT. It adds 45 tokens to every session and 652 once invoked, about $0.0002 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.
spectre-fix-core compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| spectre-fix-corejoenandez/spectre | Skill | 164 | 1mo ago | MIT | A | 45 | Claude Code |
| systematic-debuggingopen-metadata/OpenMetadata | Skill | 16k | yesterday | Apache-2.0 | A | 37 | Claude Code |
| log-error-digestzebbern/claude-code-guide | Skill | 4.7k | 3d ago | MIT | A | 71 | Claude Code, Codex |
| cwv-optimizeradobe/skills | Skill | 319 | yesterday | Apache-2.0 | A | 112 | Claude Code |
| ci-fixersipyourdrink-ltd/bernstein | Skill | 1.2k | yesterday | Apache-2.0 | A | 15 | Claude Code, Codex |
| incident-response-incident-responsermyndharis/antigravity-skills | Skill | 1.9k | 23d ago | MIT | A | 36 | Claude Code |
| triaging-web-analytics-supportPostHog/posthog | Skill | 41k | yesterday | none | A | 151 | Claude Code, Codex |