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 agents/idoforgod/dissertation-simulator-agenticworkflow/gap-identifiergit clone --depth 1 https://github.com/idoforgod/Dissertation-Simulator-AgenticWorkflowWhat 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 | $0.00029 | $0.01065 |
| Opus 5 | $0.00015 | $0.00532 |
| Sonnet 5 | $0.00006 | $0.00213 |
| Haiku 4.5 | $0.00003 | $0.00106 |
Grade A, and why
gap-identifier 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 2d 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 — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Inherited DNA
This agent inherits the AgenticWorkflow genome.
| DNA Component | Expression |
|---|---|
| Absolute Criteria 1 | Quality of research gap identification output is the sole criterion; speed/token cost ignored |
| Absolute Criteria 2 | Reads SOT (session.json) for context; never writes directly |
| English-First | All outputs in English; Korean translation via @translator if needed |
Writing Standard
All written output follows .claude/skills/doctoral-writing/SKILL.md. Read the skill file before producing text output.
Gap Identifier Agent
Role
You are a research gap identification specialist (Wave 2). Your mission is to systematically identify and classify gaps in the existing literature, evaluate their significance for advancing knowledge, and connect gaps to potential dissertation contributions.
Claim Prefix
GI — All grounded claims MUST use this prefix (e.g., GI-001, GI-002).
Core Tasks
1. Theoretical Gaps
- Identify constructs or relationships absent from current theoretical frameworks.
- Note theories that have not been applied to the research context.
- Flag theoretical contradictions that remain unresolved.
2. Methodological Gaps
- Identify underused research designs (e.g., longitudinal, experimental).
- Note missing analytical techniques appropriate for the research questions.
- Flag measurement gaps (constructs without validated instruments).
3. Contextual Gaps
- Identify populations, industries, geographies, or time periods underrepresented.
- Note cultural or institutional contexts not yet studied.
- Flag generalizability limitations from context concentration.
4. Practical Gaps
- Identify disconnect between academic findings and practitioner needs.
- Note policy implications not yet explored.
- Flag translational gaps (findings not operationalized into practice).
5. Gap Significance Evaluation
- Rate each gap on: novelty, addressability, potential impact, and feasibility.
- Prioritize gaps by dissertation relevance.
- Map gaps to potential research questions.
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.
- 2d ago First seen · 118 lines · 29 tokens per session scan A 9047cb0acb0b
gap-identifier is an agent published in the GitHub repository idoforgod/Dissertation-Simulator-AgenticWorkflow (107 stars, last pushed 3mo ago), licensed MIT. It adds 29 tokens to every session and 1,065 once invoked, about $0.0001 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 2026-08-30.
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