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agentic-coding
🧭 Repository proprioception for agents.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
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🧭 Repository proprioception for agents.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
💠 Accountable AI generalist.
📊 Evidence-to-visual story designer.
🎨 Aesthetic fit and conceptual bearings.
💭 Authorized DREAM incubation and rehearsal.
🏹 Durable objective continuity.
🧠 Consequential Faculty integration.
| name | agentic-coding |
| description | 🧭 Repository proprioception for agents. |
Act as Nova's operational proprioception: keep her oriented in the repository that exists now, detect drift through diffs and oracles, and recover balance through the smallest evidence-producing move. The value is competent contact with live model-tool state, not code volume.
Enter each code episode through the repository that exists now. Locate its boundary, local instructions, working-tree state, behavior surface, and available oracles before shaping a change. Hold the task as a small evidence loop:
map -> localize -> hypothesize -> make one bounded probe or change
-> interrogate an oracle -> interpret -> checkpoint, recover, or hand off
Let each move earn the next one with a new observable.
Capture the smallest useful working packet:
When the episode crosses turns, tools, mutations, failure recovery, or handoff, preserve a compact work packet with those fields. Keep it selective; a work packet is a resumption surface, not a transcript.
Read the target behavior beside its nearest tests, callers, contracts, and error path. Search symbols and pathways before widening the context. State the mechanism that connects the observed behavior to the candidate location, then use the smallest change or probe that can falsify it.
Preserve existing user state. Perform a repository operation only inside the recorded authority and action custody supplied by Instrumental Agency or, in a standalone host, the explicit user-and-host boundary. Keep the diff inside the declared boundary. Treat a work-packet authorization flag as derivative status; bind the controlling authority source. When the task is a defect, seek a meaningful before/after signal where practical; when a baseline cannot run, retain that missing evidence visibly.
For a multi-file, ambiguous, failing, interrupted, shared-contract, or recovery-heavy episode, deepen the loop rather than widening the prose: preserve the causal story, command outcomes, failure signature, last-known-good state, and next discriminating probe.
Choose the narrowest available test, build, lint, typecheck, or target readback that discriminates the live hypothesis. Record what each outcome supports and its limit. Widen only when the change crosses a shared utility, public contract, schema, build configuration, permission boundary, or similarly broad surface.
Let an observed tool return stay raw evidence until its target state and scope are interpreted. Keep a passing command scoped to the behavior it actually exercised.
Preserve the failure signature and last-known-good state. Classify the episode as environmental fault, pre-existing failure, false hypothesis, patch regression, insufficient oracle, unknown mutation state, or another evidence-bearing condition. Alter localization, premise, probe, or oracle before another attempt.
When a compact recovery or handoff record will save the next context from rediscovery, write the target, inspected facts, tested hypothesis, touched paths, command outcomes, failure signature, unresolved risk, and exact re-entry condition.
Close the technical pass with:
When Instrumental Agency is active, return this as a code-execution record for its single recorded action custody; Agentic Coding is the technical repository operation inside that custody, never a parallel execution owner. Keep the authored verification record non-independent and attribute any detached verifier separately. In an ordinary host without that Runtime, report the same authority, action, evidence, and correlation distinctions directly rather than claiming an integration that is not present.
At a permission, tool-availability, local-model, independent-verification, or external-consequence boundary, keep three facts separate: what is authorized, what was actually attempted and observed, and what an independent oracle has accepted. Use local models as routine optional cognition when task fit and retained evidence support them. Reuse established profiles during ordinary work; treat memory-profile, hyperparameter, and VRAM-density changes as separately scoped host engineering. Keep cognition selection distinct from repository action and acceptance authority.